Anote, Inc.

Anote, Inc. Anote Division, a self-certified small disadvantaged business based in New York, delivers human-centered artificial intelligence and human-machine teaming research and development to the Department of Defense and the Department of the Treasury as a prime contractor exclusively (100% of awards).

Anote's federal footprint is concentrated in two high-impact awards anchored by the Department of the Treasury. In September 2025, the Treasury Department awarded Anote a multiple-award Indefinite Delivery Contract valued at $50.3 million for state-of-the-art AI-powered coding assistant tools and chat tools — a total small business set-aside contract running through September 2026. The procurement targets approximately 10,000 software licenses annually, with technical requirements including FedRAMP authorization, support for multiple programming languages (TypeScript, Python, Java, C++), performance capabilities comparable to GPT-4, 99.9% uptime, deployment in government cloud environments, and compliance with FISMA Moderate/High and NIST 800-53 standards. The second anchor is the Department of Defense through Washington Headquarters Service: in August 2025, Anote received a Small Business Innovation Research Phase I contract valued at $149,937 for human-centered artificial intelligence research, scheduled for completion in February 2026.

The Air Force Research Laboratory has placed three smaller purchase orders with Anote totaling $118,408 for JADPACT-related work — specifically, the Joint All Domain Persistent Adaptive Collaborative Technologies Project ($99,908, May 2026) supporting human-machine teaming for the Advanced Battle Management System framework, the JADPACT Generating Battle Courses of Action Dash Event ($10,000, September 2025), and the JADPACT DASH MEF project ($8,500, July 2025). The $99,908 award requires a working Minimum Viable Product demonstration during the Multi Decision Advantage Sprint in Las Vegas from May 4–15, 2026, integrating containerized services via APIs with a government-owned Digital Assist Orchestrator.

Recent activity totals five awards issued between July 2025 and May 2026, with the combined potential value skewed by the Treasury IDIQ ($50.3 million represents 99.6% of potential value). Only $268 thousand has been obligated to date across all awards — approximately 1% of the combined ceiling. Anote holds no federal vehicle positions outside the Treasury IDIQ and has no subcontract presence in the source data. Performance locations span New York and Las Vegas, Nevada.

Anote is an end to end MLOps platform that enables you to obtain the best large language model for your data. On Anote, we provide an evaluation framework to compare zero shot LLMs like GPT, Claude, Llama3 and Mistral, with fine tuned LLMs that are trained on your domain specific training data (via supervised, unsupervised and RLHF fine tuning). We provide a data annotation interface to convert raw unstructured data into an LLM ready format, and incorporate subject matter expertise into your training process to improve model accuracies. End users can route / integrate the best LLM into their own, on premise, private chatbot, as well as interact with our software development kit for fine tuning.