Attachment 0004-JAIC Data Draft RFP Questions Matrix - FINAL.xlsx

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Draft Joint Artificial Intelligence Center (JAIC) Data Readiness Artificial Intelligence Development (DRAID) Blanket Purchase Agreement (BPA) Federal contract opportunity
Solicitation number
PANROC21P0000001481
Issued by
Department of the Army Materiel Command Joint Munitions Command

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Attachment 0004-JAIC Data Draft RFP Questions Matrix - FINAL.xlsx XLSX spreadsheet
Attachment 0003-JAIC Data BPA-Instructions-Evaluation.docx DOCX document
Attachment 0004-JAIC Data Draft RFP Questions Matrix.xlsx XLSX spreadsheet
Attachment 0002-JAIC Data BPA Performance Work Statement V4.docx DOCX document
Attachment 0001-JAIC Data BPA Questionnaire.docx DOCX document
Attachment 0002a-JAIC Data BPA PWS Appendix A.xlsx XLSX spreadsheet

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Q&A

JAIC DRAID BOA; Draft RFP Questions / Comments
DateCompanyNo.DOCUMENTSECTIONPARAGRAPHPAGEQUESTION/COMMENTGOVERNMENT RESPONSEACTION ITEM
12/28/20OM Group Inc.16N/AN/AN/AN/A1. can you let’s know an ETA for RFP to drop?March 2021
12/28/20OM Group Inc.17N/AN/AN/AN/A1. Will this be a multiple award with set aside for 8a or WOSB?This will be competed as full and open.Attachment 0003 - Instructions & Evaluations
12/28/20OM Group Inc.18N/AN/AN/AN/A1. Can you consider a 8a sole source award for this?We are not considering a sole source award for this requirement in any capacity. If the Technical Team determines 8a(s) can complete the work based on the questionnaire, then 8a(s) have the potential to be awarded a BOA. Please note the intention of the acquisition strategy is to award to multiple vendors.
12/28/20OM Group Inc.19N/AN/AN/AN/A1. Is there an incumbent for this? If there is please let’s know who it is.This is a new requirement, therefore, we do not have an incumbent.Attachment 0001 - Questionnaire

Attachment 0003 - Instructions & Evaluations 12/29/20 Quantitative Scientific Solutions 1 N/A N/A N/A N/A One question, though, on the posting, it says “Rock Island is releasing this DRAFT… for two purposes,” and then goes on to list three, including:

Purpose 3: Conduct market research into which pools in Attachment 0003 – Instruction and Evaluation can be conducted by Small Businesses and which ones have Small Business subcontracting opportunities. For Small Businesses indicate which pools your company has the capabilities to conduct in full and which ones you hold expertise in to perform subcontracting support.

Is the existence of Purpose 3 a mistake? If not, in what form which you like the response from small businesses?

Question 3, regarding small business, is not a mistake. The U.S. Government is interested in small business’ feedback regarding the contents of the draft RFP and if any of the pools can reasonably be set aside. Please include your questions/comments on Attachment 0004 – JAIC Data Draft RFP Questions Matrix, included on the RFP draft posting and submit to Contracting Officer, Mark Martinez, and Contract Specialist Meagan Cagle via email.

The window for the draft RFP responses closed at 2pm CST on Friday, 15 January 2021.

12/29/20NuWave Solutions2N/AN/AN/AN/Awe did not notice a page limit for the supporting documentation. We saw the Supporting Documentation Cover Letter has a 2 page limit but nothing on the documentation itself. Can you please provide clarification on this requirement.Support documentation (Section 3) includes a limit of 12 pages.
12/30/20DataLoop3N/AN/AN/AN/ACould you advise if a CAGE code is automatically assigned or do we have to go through a certain procedure? If so, could this detail be provided after the January 15th deadline (if not able to obtain it by such date)?

Is it required that we go through the process of SAM registration in order to apply for this project? If so, is it required at this stage or can we complete the missing registration after the due date (since it will probably take time to register and activate our SAM account)?

Can our Israeli entity register or would a US company be required?

The DRAID BOA Draft RFP release is for market research purposes only; we are not currently soliciting the requirement. The U.S. Government has released the draft version of the DRAID BOA RFP for industry feedback concerning the documents attached to the posting. If you do have feedback on how we can improve the DRAID BOA for the future RFP release, please include in the Attachment 0004 – JAIC Data Draft RFP Questions Matrix, included on the RFP draft posting and submit to Contracting Officer, Mark Martinez, and Contract Specialist, Meagan Cagle via email. However, regarding your other questions, we intend to award to U.S. based companies and SAM registration is required.

The window for the draft RFP responses close at 2pm CST on Friday, 15 January 2021.

12/31/20Agile Business Concepts4GeneralGeneralGeneralGeneralCould you please elaborate more on how sub-contracting works on this opportunity? It is necessary for the sub-contractor to provide corporate experience for any of the pools it is interested in participating? It would be good to know more details.
Subcontractors will not be allowed at the BOA level unless entering into Certified Teaming Arrangements (CTAs). CTAs are allowed at the BOA level. The non-primary teaming member of the CTA may only submit responses and supporting documentation for the required tasks; Project Management, Software Configuration, and Cloud Integration. Subcontracting at the call order level will be determined by the ordering activity for that call order.
12/31/20Agile Business Concepts5GeneralGeneralGeneralGeneralIs there a minimum number of pools that a company should participate in order to be eligible for an award?No, the BOA has been updated to only establish one pool. The RFP and attachments have been updated accordingly.Attachment 0004 – LCAT Table
12/31/20Agile Business Concepts6GeneralGeneralGeneralGeneralIs it accepted if the sub-contractor submits its experience details for the different pools it is interested in participating?Subcontractors will not be allowed at the BOA level unless entering into Certified Teaming Arrangements (CTAs). CTAs are allowed at the BOA level. The non-primary teaming member of the CTA may only submit responses and supporting documentation for the required tasks; Project Management, Software Configuration, and Cloud Integration.Attachment 0002 – PWS
12/31/20Agile Business Concepts7GeneralGeneralGeneralGeneralIs it necessary for the sub-contractor to fulfill the requirements of questions 1-6?Subcontractors will not be allowed at the BOA level unless entering into Certified Teaming Arrangements (CTAs). CTAs are allowed at the BOA level. The non-primary teaming member of the CTA may only submit responses and supporting documentation for the required tasks; Project Management, Software Configuration, and Cloud Integration.
12/31/20Agile Business Concepts8GeneralGeneralGeneralGeneralPlease confirm that the sub-contractor doesn't need to have the Top secret facility clearance.If the specific requirement is classified, then all vendors competing for that requirement would be required to be capable of handling/storing information. Unclassified work does not require vendors to be eligible for handling classified information. The JAIC wants to ensure the flexibility of BOA to include both physical and remote data readiness services, depending on the specific need as specified in each individual order.
12/31/20Performance Bix9PWSSection 2.1Requires a Program Manager with ten years of complex project management experience, and certain certification (Section 2.1). Please clarifyAn experienced project management staffing is required for all call orders. Pending feedback, the exact requirements for this LCAT may change.
12/31/20Performance Bix10PWSSection 3.1Government property must be secured at end of day by a Government POC (Section 3.1), not by contractor staff. Please confirmDetails reguarding distribution of GFE will be determined at the call order level.
12/31/20Performance Bix11PWSSection 3.2Personnel need to have proper security clearance, up to Top Secret (Section 3.2). Minimum of SECRET for Pentagon e-mail. We do not have clearance. Could we qualify?The exact clearance requirement for personnel may vary by call order. Requirements may include clearance needs to cover projects at all levels from CUI to TS-SCI. There are multiple methods which may be used to satisy these requirements by obtaining necessary clearance or through cleared partnerships.Attachment 0003 – Instructions & Evaluations
12/31/20Performance Bix12PWSSection 3.2"The Contractor’s facility identified in Block 6 in the DD Form 254 shall be cleared as a Top Secret facility at the time of proposal." (Section

3.2) Apparently this is the address of the Contractor, so we'd need this Performix office to meet Top Secret facility requirements. Dealing with a Top Secret contract can require protecting Top Secret materials, as well as personnel having to get security clearances. Apparently storage of Top Secret material requires an approved storage container which is inspected every two hours, or under an alarm with personnel response within 5-15 minutes. Caution-https://fas.org/sgp/isoo/safeguard.html

If the specific requirement is classified, then all vendors competing for that requirement would be required to be capable of handling/storing information. Unclassified work does not require vendors to be eligible for handling classified information. The JAIC wants to ensure the flexibility of BOA to include both physical and remote data readiness services, depending on the specific need as specified in each individual order.
1/2/21OM Group Inc.20PWS“The Contractor’s facility identified in Block 6 in the DD Form 254 shall be cleared as a Top Secret facility at the time of proposal. Contractor facility verification is through the Industrial Security Facilities Database (ISFD) using the company commercial and Government entity (CAGE) code submitted with its proposal. In the event that a company has more than one CAGE Code assigned, the CAGE Code submitted with its proposal shall be for the facility where the actual work that is performed in support of this BPA. “Personnel” clearance is different from “Facility” clearance.”At the call order level, if the specific requirement is classified, then all vendors competing for that requirement would be required to be capable of handling/storing information. Unclassified work does not require vendors to be eligible for handling classified information. The JAIC wants to ensure the flexibility of BOA to include both physical and remote data readiness services, depending on the specific need as specified in each individual order.
1/4/21Lambert Enterprises13Att 03123*Note: The business size and socioeconomic status of each teaming partner in the cover letter shall be identified based upon self-certification at the time of solicitation closing.
Will the Government please confirm that based on the "Note" above, offerors will be able to respond to the solicitation as a team? Will a team be allowed to complete the JAIC Data BPA Questionnaire using by responding with the team's qualifications, i.e., using both the prime and subcontractors qualifications?Certified Teaming Arrangements (CTAs) are allowed at the BOA level. The non-primary teaming member of the CTA may only submit responses and supporting documentation for the required tasks; Project Management, Software Configuration, and Cloud Integration.
1/4/21Lambert Enterprises14Att 03123Is the Government open to vendors establising a Contractor Teaming Arrangement (CTA) and submittting a bid as a CTA?Certified Teaming Arrangements (CTAs) are allowed at the BOA level.
1/4/21Lambert Enterprises15Att 0323What is the page limit for Section 2: Completed JAIC Data BPA Questionnaire?The instructions to complete the JAIC Data BOA Questionnaire (Section 2) is updated. Support documentation (Section 3) includes a limit of 12 pages.
1/4/21Deltek21N/AN/AN/AN/AWould you kindly confirm if this requirement is only for Small Businesses, or can Large Companies compete as wellThis will be competed as full and open.
1/4/21Deltek22N/AN/AN/AN/AWould you kindly confirm if this is an entirely new effort or is there an incumbent currently providing these services? If so, would you kindly provide the incumbent contract details (contractor name, contract number)?At the moment, we intend to release the future solicitation as full and open competition and this is a new requirement; therefore no incumbent exists
1/4/21Neustar29N/AN/AN/AN/AIs this solicitation intended to award the prime, under which data vendors will be added as and when needed, or is the intent to award the BPA to the prime with the vendors already under the prime as subsThere will be multiple prime awards
1/6/21Ascolta23N/AN/AN/AN/ASAMS has it listed as 15 January but the attachment, 0003 JAIC Data Instructions Evaluation, has it listed as XX March. Could you confirm when the submission deadline is?The submission deadline for draft RFP questions is 15 January 2021.Attachment 0003 – Instructions & Evaluations
1/9/21Stratagem Group24Attachment+0003-JAIC+Data+BPA-Instructions-Evaluation3.2 Specific Instructions by SectionSection 2 & Section 32Are there any page limits associated with the responses to Sections 2 and 3?The instructions to complete the JAIC Data BOA Questionnaire (Section 2) is updated. Support documentation (Section 3) includes a limit of 12 pages.
1/9/21Stratagem Group25Attachment+0003-JAIC+Data+BPA-Instructions-Evaluation3.2 Specific Instructions by SectionSection 33Section 3 says it requires "the requested documentation, by question, in the JAIC Data BPA Questionnaire", what specific data is it referring to?The requested documentation is detailed as follows: If yes, please provide a contract number (if applicable), period of performance, and Customer/Agency in the table below. Examples may be from previous government work, research, or work in industry. Please also provide support documentation with relevant from the Performance Work Statement or an Unclassified Description of the Work.
1/9/21Stratagem Group26Attachment+0003-JAIC+Data+BPA-Instructions-Evaluation2. BPA Down-Select ProcessD6This section says "The Government will conduct a corporate experience review based on the contract numbers provided for Questions 7-18. The contract numbers will be reviewed to determine if the referenced contracts have comparable scope to what is being asked in the corresponding question."
Much of our past performance comes from the Intelligence Community where contract numbers are classified. Is there a mechanism for being able to take credit for these past performance referencesIn these cases, an unclassified description of work can be provided.
1/9/21Stratagem Group27Attachment+0003-JAIC+Data+BPA-Instructions-Evaluation2. BPA Down-Select ProcessGeneral6General question: Can we reference relevant work we performed as a subcontractor? In that case are you looking for the primes contract information or the government. I ask that because in some cases the government doesn't distinguish between prime and subcontractorsPrevious work performed as a subcontractor is an acceptable reference.
1/11/21Booz Allen Hamilton28N/AN/AN/AN/A1. The announcement on SAM Beta states that questions are due on January 15, 12pm CST. Are the questions on the 15th expected to be questions concerning the full solicitation itself, or should the questions/comments on the 15th be responses to Attachment 001- JAIC Data Questionnaire?

2. What is the expected due date for the final submission of the above Solicitation? The current documents on SAM Beta only list February/March with no specific dates. What is expected from a respondent in February, and what is expected in March?

3. What is the expected format of the final solicitation submission?

Questions regarding the draft RFP release are due January 15th. The Instructions and Evaluations document referencing the final submission is a DRAFT version. The Feb/March date for final proposal submissions will be specified in the final RFP release. The final release of the RFP will include submission information for the format.
1/12/21Rendered AI30N/AN/AN/AN/A1) what I submit on or before the 15 January to express interest in the effortThe submission deadline for draft RFP questions is 15 January 2021.
1/12/21Rendered AI31N/AN/AN/AN/A2) since our model is to be a sub-contractor, is there a way of making our interests in subbing visible to potential primes?The BOA awardees will be publicized on either beta.SAM or a public site per the request of the Customer.
1/13/21Jasper Solutions32N/AN/AN/AN/AThe section 4 specifically calls for SF1449. Would you be kind enough to provide me with a copy of the SF1449 for submission pleaseThe SF1449 will be provided in the final RFP release.
1/13/21Federal Data Systems33Attachment+0001-JAIC+Data+BPA+QuestionnaireQuestion 1712Can Government confirm if Offerors should interpret Data Labeling as LACS?Data labeling should be interpreted as the labeling or annotation of data sets for Artificial intelligence training purposes. The details and methods of execution will be defined in requirements at the call order level of the BOA.
1/13/21Federal Data Systems34Attachment+0002-JAIC+Data+BPA+Performance+Work+Statement+V43.115Will the Contractor have access to Government Property and, if so, will that access include Government SCIF spaces?If the specific requirement is classified, then all vendors competing for that requirement would be required to be capable of handling/storing information. Unclassified work does not require vendors to be eligible for handling classified information. The JAIC wants to ensure the flexibility of BOA to include both physical and remote data readiness services, depending on the specific need as specified in each individual order.
1/13/21Federal Data Systems35Attachment+0002-JAIC+Data+BPA+Performance+Work+Statement+V43.21-35-6Will Government pursue co-sponsoring SCIFs proposed by Offeror if already accredited through a separate Agency?Details regarding specific security requirements will be available at the call order level. At this point, it is not possible to determine if individual requirements will require access to a SCIF.
1/13/21Federal Data Systems36Attachment+0003-JAIC+Data+BPA-Instructions-EvaluationL3.12Information posted to beta.sam.gov indicates, under Purpose 2, that questions/comments on the draft solicitation are to be submitted by January 15, 2021. Although the General Instructions (Sections L & M) state that offerors are to submit one (1) response to the JAIC BPA Questionnaire, we assume (i) that responses to that questionnaire are to be held until our proposal in response to the final RFP is submitted and (ii) only comments or questions in response to the questionnaire and Attachments 0002; 0003 & 0004 are appropriate at this time; please confirm.
Correct, only questions/comments regarding the draft RFP are due 15 January 2021.
1/13/21Federal Data Systems37Attachment+0003-JAIC+Data+BPA-Instructions-EvaluationL3.2 Section 23Should offeror's responses to individual questions be provided in-line, below each question, so as to remain compliant with the Section 2 instructions which state that the format shall not be altered?Correct, responses to individual questions can be provided below each question, to remain compliant with the Section 2 instructions. Instructions have been updated and will be released with the final RFP.Attachment 0001 – Questionnaire

Attachment 0003 – Instructions & Evaluations

1/13/21Federal Data Systems38Attachment+0003-JAIC+Data+BPA-Instructions-EvaluationM1b5Will the final solicitation include specific proposal preparation instructions and proposal evaluation criteria?Yes, the final RFP will provide proposal instructions and evaluations.
1/13/21Federal Data Systems39Attachment+0003-JAIC+Data+BPA-Instructions-EvaluationM2a5Paragraph 2a, in Section M: Evaluation Methodology, states that Government will utilize Offeror's completed JAIC Data BPA Questionnaire to determine the most highly qualified Offerors for the BPA. Please advise if the formal RFP response requirement will include Technical, Management, and Cost Volumes, or if the extent of the solicitation requirement will only include the four (4) items outlined in section L, paragraph 3.1 General?The formal RFP will be similar to the contents outlines in the draft RFP Section L, Paragraph 3.1 General.
1/13/21Federal Data Systems40Attachment+0003-JAIC+Data+BPA-Instructions-EvaluationM2d6The Evaluation Instructions state that without an example contract, the Offeror's corporate experience will be rated as unacceptable. Can Government confirm if the following scenario would be acceptable as it demonstrates experience in another area which would necessitate doing such work before selling the data, but no contract for that specific work itself is available from Offeror? Using JAIC Data Questionnaire. Question 15 as an example, if an Offeror has experience with a sole source contract which developed a platform which cross-correlates data from various sources, generating the user-defined statistical information, and provides users with a graphic or intelligence report, would that satisfy the requirement posed by Question 15. The synthetic data is generated out of necessity in a temp file, but that was only a byproduct of the contract and not within the scope of the contract.All relevant work experience provided for the final RFP will be considered in evaluation of responses.
1/13/21Federal Data Systems41Attachment+0003-JAIC+Data+BPA-Instructions-EvaluationM2b6Will awardees be eligible across all areas of technical specialization per the JAIC Data Questionnaire?The U.S. Government has decided to only establish one pool and is updating the RFP documents to reflect this change.Attachment 0001 - JAIC Data BPA Questionnaire
1/13/21Video Bank Digital42N/AN/AN/AN/AMy question is regarding the due date. On the Sam listing page (link below), it says the response date is Jan. 15, which is this Fri.

However, in Attachment 0003, it says submissions are due “no later than 12:00 p.m. Central Time (CT), XX March 2021,” and questions are due “not later than 12:00 p.m. Central Time (CT), XX February 2021.”

Please let me know which one is correct

Questions regarding the draft RFP release are due January 15th. The Instructions and Evaluations document referencing the final submission is a DRAFT version, and the Feb/March date for final proposal submissions will be specified in the final RFP release
1/13/21Pandatatech43N/AN/AN/AN/APurpose 3 in general information says you are looking to do market research as to what small businesses can do different parts of the requested work.
How would you like to receive this information?Responses to the Draft RFP are to be included on Attachment 0004-JAIC Data Draft RFP Questions Matrix and emailed to Mr. Mark Martinez and Ms. Meagan Cagle.
1/13/21Booz Allen Hamilton44N/AN/AN/AN/A(1) If we wish to provide comments, not questions, do we include that in our submission? For example, do we include them as comments in paragraph form alongside questions?

(2) Which email do we use to submit the questions/comments?

Please include your questions/comments on Attachment 0004 – JAIC Data Draft RFP Questions Matrix, included on the RFP draft posting and submit to Contracting Officer, Mark Martinez, and Contract Specialist Meagan Cagle via email.

The window for the draft RFP responses closed at 2pm CST on Friday, 15 January 2021.

1/13/21 Quantitative Scientific Solutions 45 JAIC DATA BPA Questionnaire Targeted Award Pools for Areas of Technical Specialty Data Integration, Architecture, and ETL 1 Quantitative Scientific Solutions (QS-2), an SBA-certified small business, has extensive experience directly relevant to the Data Ingest, Integration, Architecture and ETL BPA Pool, and encourages the release of this pool as a small business set aside. In particular, QS-2 has managed multiple engagements establishing pipelines for streaming data analysis. These engagements have involved the design and deployment of scalable data architectures to maximize storage and access of data for Artificial Intelligence, Extract Transform Load (ETL), and data integration application and challenges.

Our pipelines are been built from modular, interchangeable, and reusable components to allow ease of deployment in multiple data science and AI contexts. Each of QS-2’s developed pipelines have the capability for streaming data transformation including but not exclusive to joining, merging, filtering, and performing Change Data Capture techniques on ingested data sets. These pipelines also have very large capacity, scalable data storage systems including secure user and role-based access controls and feed downstream analysis modules via QS-2 developed capabilities to join, filter, and transform data into Machine Learning and AI Feature Sets.The Government thanks you for the recommendation and is reviewing the recommendation for a possible change
1/13/21Quantitative Scientific Solutions46JAIC DATA BPA QuestionnaireTargeted Award Pools for Areas of Technical SpecialtyData Accessibility and APIs2Quantitative Scientific Solutions (QS-2), an SBA-certified small business, has extensive experience directly relevant to the Data Accessibility and APIs pool, and encourages the release of this pool as a small business set aside. In particular we have set up multiple REST API endpoints for customer access and have extensive experience in key and access management. We have set up multiple other customer-facing data endpoints for accessibility including Tableau and PowerBI interfaces as well as streaming dashboards using Elasticsearch and Kibana, a fast, text-based database that is used for handle data storage, queries and custom visualization.The Government thanks you for the recommendation and is reviewing the recommendation for a possible change
1/13/21Quantitative Scientific Solutions47JAIC DATA BPA QuestionnaireTargeted Award Pools for Areas of Technical SpecialtyEnterprise Information and Metadata Management2Quantitative Scientific Solutions (QS-2), an SBA-certified small business, has extensive experience directly relevant to the Enterprise Information and Metadata Management BPA Pool, and encourages the release of this pool as a small business set aside. In particular, QS-2 has managed multiple engagements involving the collection and cataloging of all metadata associated with massive data ingests, including providing administrative support for the collection of data element definitions and entity relationships.
In particular, these metadata and associated metrics have been formatted and used to facilitate searching, display in, and portability between Enterprise Information Systems. Leveraging data endpoints such as Elasticsearch and Kibana, these collections have been organized in searchable interfaces such that users may be able to easily locate organizational information and metadata.The Government thanks you for the recommendation and is reviewing the recommendation for a possible change
1/13/21Quantitative Scientific Solutions48JAIC DATA BPA QuestionnaireTargeted Award Pools for Areas of Technical SpecialtyData Quality, Feature Engineering and NLP2,3Quantitative Scientific Solutions (QS-2), an SBA-certified small business, has extensive experience directly relevant to the Data Quality, Feature Engineering and NLP BPA Pool, and encourages the release of this pool as a small business set aside. In particular, QS-2 has managed multiple engagements involving data wrangling, feature engineering and Natural Language Processing (NLP), and other advanced Machine Learning (ML) and Artificial Intelligence (AI) techniques.
In particular, QS-2 has extensive experience developing Data Science and AI features by transforming data sets using programming languages, libraries, and ETL tools, joining and integrating data sources to provide data structures that meet the input needs of downstream ML modules. This has included the bulk processing and analysis of structured and unstructured text data to create feature sets involving preprocessing such as text reduction, extraction, and tokenization. Through these previous efforts, QS-2 maintains an organized library of trained algorithms to facilitate reuse and rapid development of artificial Intelligence solutions including storage structures, maintenance, and documentation including metadata and statistics. These algorithms are developed and customized for pipelines that can be leveraged for multiple projects with flexible tools (including containerized environments and micro-services), allowing for future scale-ability growth, and interoperability.The Government thanks you for the recommendation and is reviewing the recommendation for a possible change
1/14/21Technica Corp49Attachments 0001 and 00033.2 Specific Instructions by SectionSection 13Section 3.2 of the draft instructions requires Offerors to include the following in their Cover Letter: "6) Teaming arrangements and/or subcontractors name and 7) Business size and socioeconomic status of prime and any teaming arrangements (if applicable)." Attachment 0001 (JAIC Data BPA Questionnaire) asks questions specific to Offerors' companies (i.e., "Does your company have at least one certified PMP project management professionals on staff?" and "Does your company have prior experience providing Data Readiness and Preparation services to Government Agencies, Higher Education, or Private Industry entities?").
Question: Will the Government please confirm that Offerors' completed BPA Questionnaires may include answers based on their entire team's (prime and proposed subcontractors) experience?Subcontractors will not be allowed at the BOA level unless entering into Certified Teaming Arrangements (CTAs). CTAs are allowed at the BOA level. The non-primary teaming member of the CTA may only submit responses and supporting documentation for the required tasks; Project Management, Software Configuration, and Cloud Integration.
1/14/21Technica Corp50Attachment 0001AllAllAllAttachment 0001 (JAIC Data BPA Questionnaire) requires Offerors to provide, for each category/question, "...at least one but no more than three past engagements including contract number and period of performance in cases of past Government Agency work."
Question: Does the Government desire to see a description of each past engagement? If so, can the Government please update the requirement to state: "at least one but no more than three past engagements including a brief description, contract number, and period of performance in cases of past Government Agency work."?The Government thanks you for the recommendation and is reviewing the recommendation for a possible changeAttachment 0003 – Instructions & Evaluations
1/14/21Technica Corp51Attachment 00023.2 Other Security Requirements15, 6Section 3.2 states: "Call orders on this BPA can support up to Top Secret (SCI/SAP)." However, later in the paragraph it is stated that "Contractor personnel must have a SECRET security clearance prior to performance on a Call order…"
Question: Can the Government please confirm that the minimum security clearance for any personnel performing on a Call order is SECRET?The minimum security clearance level will vary by call order and the minimum level for all BOA orders may be adjusted based on vendor feedback.
1/14/21Technica Corp52Attachments 0002 and 0002a3.2 Other Security Requirements15Section 3.2 states: "Call orders on this BPA can support up to Top Secret (SCI/SAP)." Attachment 0002a lists all the Labor Categories (LCATs) for performance on the Call orders, but does not list any required clearance levels for each LCAT.
Question: Can the Government please update Attachment 0002a to include a column for the required clearance levels for each LCAT?The Government thanks you for the recommendation and is reviewing the recommendation for a possible changeAttachment 0004 – LCAT Table
1/14/21Technica Corp53Attachment 00021.4 Authorized BPA Users13Section 1.4 states: "The OCO is responsible for reviewing the Ordering Guide in its entirety and following all pertinent rules and regulations for awarding a BPA call order against this BPA."
Question: Will the Government please include a copy of the Ordering Guide when the next draft or final RFP is released?The Government is discussing the dissemination of the Ordering Guide.
1/14/21Technica Corp54Attachment 00021.5 Lengths of Agreements14Section 1.5 states: "The Government will consider off boarding contractors during this time, if it is determined that it is in the best interest of the Government."
Question: Will the Government please define their criteria for "off boarding" and "on boarding"? For example, "Off boarding will be considered when a BPA holder has not proposed against three consecutive Call orders?"Onboarding and Offboarding language will be included in the final RFP.RFP
1/14/21Technica Corp55Attachment 0003Section 1 and 21Section 1 references: "Submissions to this solicitation shall be received no later than 12:00 p.m. CT, XX March 2021."
Question: Is this a realistic acquisition timeline for the JAIC DRAID effort for RFP due date and planned award?Yes, this is a realistic timeline.
1/14/21Technica Corp56Attachment 0003Section M: Part 11.e7Section 5.1.e states: "Although the Government anticipates 15 to 25 BPAs, the Government reserves the right to make more or less than the intended number of awards..."

Comment: If the Evaluation criteria is based upon unacceptable/acceptable and the Government receives a larger number of offerings, does the Government intend to establish further Evaluation criteria to better differentiate Offerings? The number of awardees is unlimited. The evaluation criteria and Questionnaire has been updated for clarification. Attachment 0001 - Questionnaire Attachment 0003 - Instructions & Evaluations 1/14/21 Technica Corp 57 Attachment 0003 Section 3 All 3, 4 Section 3 requires Support Documentation submitted in a single PDF.

Question: Support documenation has the potential to result in a large file size. Will the Government provide its file size limitations on their email server, if any?The Government currently has an attachment size limit of 20 MB. Attachments over this size will have to be seperated into multiple messages.
1/14/21Spark Cognition Government Systems58Attachment 0001Question 5Question 51Can you elaborate on "managed technology outreach program for a government agency" and provide an example?Managed outreach programs could include, but are not limited to, programs involving projects conducted in conjunction with higher education organizations, or Kaggle type development competitions.
1/14/21Spark Cognition Government Systems59Attachment 0001Question 18Question 183Can you elaborate on what is meant by "testing or developed tools for AI Security" and provide an example?Security measures against attacks on AI/ML systems.
1/14/21Leidos60Attachment 003 - JAIC Data BPA InstructionsL.32What is the process for announcing and competing Call Orders?Call Orders will be announced by the Ordering Activity to the BOA holders.
1/14/21Leidos61Attachment 003 - JAIC Data BPA InstructionsL.3.12How will Data Services be integrated / aligned with internal testing, assessment, and quality control services being performed at a Mission Initiative (MI) level?Data Services will be tested independently by separate Testing & Evaluation teams on a project by project basis.
1/14/21Leidos62Attachment 003 - JAIC Data BPA InstructionsM.15What is evaluation methodology and criteria for the selection of Call Order awards?Individual call orders, and the instructions and evaluations of the call orders, will be determined by the ordering activity creating the call orders.
1/14/21Leidos63Attachment 003 - JAIC Data BPA InstructionsL.32Will Data BPA Performer be eligible to bid as Prime or Subcontractor for existing or future JAIC Mission Initiative (MI) or other JAIC procurements?The JAIC does not anticipate any OCI concerns among current procurements. The Government's only consideration is that a Contractor cannot perform T&E services on an AI capability in which that contractor is a prime or subcontractor. The same contractor can hold a T&E BPA, Data BOA, and be a prime on a JAIC contract that provides AI capabilities for any requirement that it is not performing T&E services on.
1/14/21Leidos64Attachment 0001 – JAIC Data BPA QuestionnaireAll1 - 3Can the same contract be applied across multiple questions?Yes
1/14/21Leidos65Attachment 0001 – JAIC Data BPA QuestionnaireAll1 - 3Should the Statement or Work / Description of Work reflect the statement of work provided by the customer, or should it be tailored to reflect and substantiate relevance to the question.The Description of Work should be tailored to reflect and highlight past performance that demonstrates the ability to provide innovative solutions that meet the needs outlined in the evaluation factors questions. All currently provided documents should be considered as draft and are subject to change,
1/14/21Leidos66Attachment 0001 – JAIC Data BPA QuestionnaireAll1 - 3Can Internal Research and Development (IRAD) projects be used in place of customer projects?Yes
1/14/21Leidos67Attachment 002 - JAIC BPA PWS4.1.218Cloud services integration section implies transition to the Joint Common Foundation (JCF) including models, datasets, and source code. What level of experience and past performance with the JCF will be required to support DRAID BPA? Will documentation and standards be provided to ensure all BPA performers have share JCF system design capabilities.The integration of cloud services may involve many different platoforms. Standards will either be developed, or provided where they exist and are applicable.
1/14/21Leidos68Attachment 002 - JAIC BPA PWS4.1.218This section mentions "data" several times, but doesn't provide detailed specifications. What kind of data (what format, what structure, etc.)? How large is the data? How fast does the data need to be moved? What sources will the pipeline be consuming from (APIs, Databases, File system, etc.)? The paragraph mentions it will be designed as "interchangeable and reusable components." Will this require a microservices architecture?This level of requirement detail is not available at the BOA level and would be determined for each individual call order.
1/14/21Leidos69Attachment 002 - JAIC BPA PWS4.2.218Streaming data transformation. Will containerized/microservice-based connectors require an active outbound connection to data APIs? Will these APIs be accessible within JCF environment?This level of requirement detail is not available at the BOA level and would be determined for each individual call order.
1/14/21Leidos70Attachment 002 - JAIC BPA PWS4.2.218Request clarification on joining. Does this imply SQL-like joins, or data fusion? What is meant by merging, and how does that differ from joining? What type of level of filtering will be required? Will design standards be defined in Call Orders?This level of requirement detail is not available at the BOA level and would be determined for each individual call order.
1/14/21Leidos71Attachment 002 - JAIC BPA PWS4.2.3 + 4.2.418What level and type of persistence shall be required to support 'very large capacity? Will Call Orders define volume / timeframe requirements? The ingest section refers to some sort of automated filtering over streaming data, as well as index/search.This level of requirement detail is not available at the BOA level and would be determined for each individual call order.
1/14/21Leidos72Attachment 002 - JAIC BPA PWS4.2.318This section mentions "data" several times, but doesn't provide detailed specifications. What kind of data (domain, format, type, size, etc.) are required?Repeat of Q68
1/14/21Leidos73Attachment 002 - JAIC BPA PWS4.3.118Section states that the contractor shall 'catalog metadata for all data ingested in the readiness effort.' Storing/persisting all metadata for 'very large' streaming data at ingest presents an exponential challenge. Is JAIC interested in recommendations, and best practices to manage the scale?This level of requirement detail is not available at the BOA level and would be determined for each individual call order.
1/14/21Leidos74Attachment 002 - JAIC BPA PWS4.5110The statement that "this architecture shall not result in reduced performance of data source systems because of increased data consumption workloads," implies that potential need for exponential compute power to keep up with processing demand. Is this acceptable, or is some minor degradation allowable in order to optimize compute resources?All developed architectures should be designed for scalability, however this level of requirement detail is not available at the BOA level and would be determined for each individual call order.
1/14/21Leidos75Attachment 002 - JAIC BPA PWS4.7110Does the requirement for methods to detect and remove data designed to interfere with the training and/or operation of an AI model imply that an adversarial AI defense capability is required?Yes it does.
1/14/21Leidos76Attachment 002 - JAIC BPA PWS4.8110It is unclear what automated capture and collection of data means. Does that refer to a pipeline that taps into device data streams devices or does it refer to a more intelligent capability?It can refer to both of those scenerios examples would be automated data streams or sensor collection devies as part of those pipelines.
1/14/21Leidos77Attachment 002 - JAIC BPA PWS4.9110Is it expected that the system automatically generates labels, or serve as an efficient way to capture input labels from manual labelling efforts? Does system require both automated data labelling, and an automated way to check the accuracy of the automated labelling? Or is a semi-automated capability acceptable?All of the proposed solutions could be acceptable depending on the call order requirements. The exact details of the requirement would only be available at the call order level and not specified directly in the BOA.
1/14/21Leidos78Attachment 002 - JAIC BPA PWS4.15111With respect to applications to tag and label text data, is requirement for full automated labeling or is requirement for an application to support user tagging and annotation?All of the proposed solutions could be acceptable depending on the call order requirements. The exact details of the requirement would only be available at the call order level and not specified directly in the BOA.
1/14/21Leidos79Attachment 002 - JAIC BPA PWS4.16111Is there a requirement for how this library of algorithms will be exposed? Will Call Orders call out specific requirements for metadata and statistics?This level of requirement detail is not available at the BOA level and would be determined for each individual call order.
1/14/21NextGen80Att 0003 BPA Instructions and Evaluation3.2 Specific Instructions by Section"Section 2"3The specific instructions for completing the BPA Questionnaire does not include any page count limitations. Please clarify whether the Government desires a concise narrative response to Questions 1 through 6 to be provided in the Questionnaire, in addition to the yes/no response and contract number/POP data.The requested documentation is detailed as follows: If yes, please provide a contract number (if applicable), period of performance, and Customer/Agency in the table below. Examples may be from previous government work, research, or work in industry. Please also provide support documentation with relevant from the Performance Work Statement or an Unclassified Description of the Work. Support documentation (Section 3) includes a limit of 12 pages.Attachment 0001 – Questionnaire

Attachment 0003 – Instructions & Evaluations

1/14/21NextGen81Att 0003 BPA Instructions and Evaluation3.2 Specific Instructions by Section"Section 1"3"Teaming arrangements and/or subcontractors name"
Please clarify whether the contracts/engagement experience information required by the solicitation is limited to just that of the Prime/Offeror, or may be provided by the Prime and its team members.Subcontractors will not be allowed at the BOA level unless entering into Certified Teaming Arrangements (CTAs). CTAs are allowed at the BOA level. The non-primary teaming member of the CTA may only submit responses and supporting documentation for the required tasks; Project Management, Software Configuration, and Cloud Integration.
1/14/21NextGen82Att 0003 BPA Instructions and Evaluation3.2 Specific Instructions by Section"Section 2"3"BPA Questionnaire shall be completed on the document…"
Please clarify the Government's intent regarding 'completed.' For example, the Questionnaire requires that the Offeror list engagements and/or contracts (contract number and POP), presumably in the Questionnaire form. Is any other information about those engagements to be provided, for example customer or contract title/name? If the contract number and POP are to be provided in the Questionnaire, what supporting documentation should be provided in Section 3?Section 3 is the support documentation outlined and requested in Section 2. Per the instructions: Support Documentation Per Attachment 0001 - JAIC DRAID BOA Questionnaire. The requested documentation, by question, in the Attachment 0001 - JAIC DRAID BOA Questionnaire shall be submitted as a single PDF, entitled: Section 3 Offeror Name Support Documentation
1/14/21NextGen83Att 0003 BPA Instructions and Evaluation3.2 Specific Instructions by Section"Section 2"3"The format shall not be altered."
Please clarify whether the Offerors may alter the Questionnaire template to include Offeror's name, date, and page numbers in the headers and footers, without changing material formatting items such as margins, font size, etc. We recommend that the government specify the information to be provided in the headers and footers, which we believe will facilitate its evaluation process.The Questionnaire and Instructions & Evaluation attachments have been updated to correct formatting requirements. The Instructions & Evaluations attachment and JAIC Data BOA Questionnaire are updated.
1/14/21NextGen84Att 0003 BPA Instructions and Evaluation3.2 Specific Instructions by Section"Section 3"3"The requested information, by question,…"
Please clarify what information is to be provided in Section 3, versus Section 2. If Section 2 responses include yes/no and contract number and POP, what additional information should be provided in Section 3? For example, contract PWS/SOW, customer name, contract title (if any), task order numbers, award documentation, FPDS reports, CPARS, etc.?The questions state the additional supporting write-ups needed. Questions that require additional content will state: Provide support documentation with relevant excerpts from the Performance Work Statement or an Unclassified Description of the Work.
1/14/21NextGen85Att 0003 BPA Instructions and EvaluationSection M, Evaluation Methodology2. BPA Down-Select Process5"The Offeror's submissions must include examples or additional information (Section 2 of Offeror's submission),…"
Please clarify what kinds of substantiating information are examples or additional information, and must be included (in addition to the required contract number and POP) and whether those specific types of information should be provided in Section 2 or Section 3.The questions state the additional supporting write-ups needed. Questions that require additional content will state: Provide support documentation with relevant excerpts from the Performance Work Statement or an Unclassified Description of the Work. Additionally - Support Documentation Per Attachment 0001 - JAIC DRAID BOA Questionnaire. The requested documentation, by question, in the Attachment 0001 - JAIC DRAID BOA Questionnaire shall be submitted as a single PDF, entitled: Section 3 Offeror Name Support Documentation.
1/14/21NextGen86Att 0003 BPA Instructions and EvaluationSection M, Evaluation Methodologye.6"Those vendors found unqualified or unresponsive in one or more pools may still be considered for other pools."
Please clarify whether the Government desires to make BPA awards to Offerors with broad qualifications across multiple pools. This preference would be conducive to making awards to Other Than Small Offerors.The BOA has been updated to only establish one pool. The RFP and attachments have been updated accordingly.Attachment 0001 - JAIC Data BPA Questionnaire
1/14/21NextGen87Att 0003 BPA Instructions and EvaluationSection M, Evaluation Methodologyd.6"Acceptable: Meets the requirements of the solicitation. One, but no more than three example contracts are provided and have comparable scope."
Please expand upon the evaluation criteria to specify whether quality of corporate experience (as substantiated by CPARS) or relevance (similar tools, customers, missions, delivery mechanisms, etc.) will be a consideration in addition to the quantity of example contracts.Allowable experience and evaluation criteria has been updated.Attachment 0001 - Questionnaire

Attachment 0003 - Instructions & Evaluations

1/14/21NextGen88Att 0003 BPA Instructions and EvaluationSection M, Evaluation Methodologye.7"…the Government anticipates 15 to 25 BPAs,…

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