RFI Questions_v5.0.docx

UNCLASSIFIED

1. In accordance with section 5.0 Scope of Work / 5.1 Task-1: Automated Vertical Obstruction Identification and Detection (AVOID) Service/Support: Technical Criteria (1500-word limit): Comment by Switzer Ryan A NGA OCSG USA GOV: Update this to new contract name.

a. Describe your experience and methodology using cutting-edge technologies, such as, but not limited to, AI, ML, and computer vision (CV) to detect vertical obstructions using high-resolution imagery. Specifically, address your system's capability to achieve the following performance thresholds: a ≥ 90% detection rate for obstructions at or above 50 feet AGL; a ≥ 80% detection rate at or above 25 feet AGL; a ≥ 70% detection rate at or above 10 feet AGL; and a maximum false positive rate of ≤ 5% of all flagged VO detections.

b. Describe your experience and methodology using cutting-edge technologies, such as, but not limited to, AI/ML/CV algorithms or 3D geometric modeling to determine the horizontal coordinates (X-Y) and vertical heights (Z) of vertical obstructions. Specifically, detail how your approach achieves a Circular Error at ≥ 95% confidence of ≤ 5 meters for horizontal positioning, and specify your corresponding Linear Error at 95% confidence of ≤ 20 feet for vertical height accuracy.

c. Describe your experience and methodology using verification and validation (V&V) tools for quality control and integration into TCPED processes and procedures of cutting-edge VO identification technologies.

d. Describe your ability to support a minimum of two data refreshes annually over Areas of Interest (AOIs) at a minimum of 15 million sq km.

e. Describe your ability to provide a deployable system capable of analyzing VO data for mission planning in low-to-zero bandwidth environments. Your response should detail how the system maintains full operational capability when disconnected from enterprise networks.

2. In accordance with section 5.0 Scope of Work / 5.1 Task-1: AVOID Service/Support: User Access and Support (1000-word limit): Comment by Switzer Ryan A NGA OCSG USA GOV: See above comment

a. Describe your experience engaging with and supporting customers to ensure consistent reliability and on-going technical and troubleshooting support to ensure successful implementation of VO identification and detection technology supporting critical national security missions.

b. How will your solution leverage USG Public Key Infrastructure (PKI) credentials to securely authenticate users and audit system activity? Please describe your methodology for logging user actions and generating required monthly reports on system usage, user metrics, and data export sizes.

c. Describe your methodology for providing Day-1 vertical obstruction identification and scanning using a customer accessible GUI.

3. In accordance with section 5.0 Scope of Work / 5.1 Task-1: AVOID Service/Support: Additional Services and Support (500-word limit): Comment by Switzer Ryan A NGA OCSG USA GOV: See comment above.

a. Describe your ability and method for providing virtual, in-person, and exercise support to NGA and NSG partners. What is your approach to rapidly deploying technical and training support for critical national security missions?

b. Describe your experience delivering notifications and documentation of any updates/changes to your technical VO identification and detection solution used to generate data (i.e. change date, modifications made, and justifications for changes).

4. In accordance with section 5.0 Scope of Work / 5.2 Task -2: Safety of Navigation AVOID Service/Support (500-word limit) Comment by Switzer Ryan A NGA OCSG USA GOV: See comment above.

a. Describe your experience and methodology for providing vertical obstruction identification and detection services and support at a safety of navigation standard. Specifically, address your system's capability to achieve the following performance thresholds: a ≥ 95% detection rate for obstructions at or above 50 feet AGL; a ≥ 95% detection rate at or above 25 feet AGL; a ≥ 90% detection rate at or above 10 feet AGL; a maximum false positive rate of ≤ 5% of all flagged VO detections.

b. Describe your experience and methodology using cutting-edge technologies, such as, but not limited to, AI/ML/CV algorithms or 3D geometric modeling to determine the horizontal coordinates (X-Y) and vertical heights (Z) of vertical obstructions. Specifically, detail how your approach achieves a Circular Error at ≥ 95% confidence of ≤ 3 meters for horizontal positioning, and specify your corresponding Linear Error at 95% confidence of ≤ 20 feet for vertical height accuracy.

5. In accordance with section 5.0 Scope of Work / 5.3 Optional Task-3 AVOID Data Volume Increase (Surge Capacity) (250-word limit): Comment by Switzer Ryan A NGA OCSG USA GOV: See comment above.

a. Describe your methodology for integrating with cloud architecture to handle sudden surges in concurrent users and data processing requests during crisis operations without degrading system performance.

6. In accordance with section 6.0 Technical Deliverables (250-word limit):

a. Describe your techniques for delivering data in all required interoperable formats (CSV, KML, SHP, TFADS-O, and GPK) and supporting delivery through USG-specified channels (e.g., S3 buckets, APIs, WFS, and email) into Common Operating Pictures (COPs).

7. In accordance with section 7.0 Quality Assurance and Acceptance Criteria (500-word limit):

a. The SOW requires True Positive, False Positive, and False Negative performance metrics. Describe your experience and your system's methodology for detecting false positive rates under various environmental conditions (e.g., urban vs. rural canopy). Specifically, detail the expected rate of false alarms (e.g., false positives per square kilometer) associated with each detection threshold, and describe the filtering algorithms used to distinguish true vertical hazards from benign ground clutter.

b. The acceptance criteria requires data delivery in less than 4 hours for non-complex environments and less than 48 hours for complex environments. How does your processing pipeline guarantee these strict turnarounds?

8. Additional Questions (500-word limit):

a. Describe your recommended contract type, structure, and pricing model for this solution.

b. Describe your ability and/or experience providing field service representative support to deployed military forces during crisis and contingency operations on short notice to support the warfighter employing your VO solution.

c. Describe your experience supporting the Special Operational Forces (SOF) community supporting low-altitude aviation mission planning in high-risk or contested environments.