Agency Deep Dives
Navy AI in 2026: Priorities, Programs, and Where Small Firms Fit
A public-record map of the Department of the Navy's 2026 AI posture: the offices, programs, enterprise infrastructure, and pathways where small firms fit.
PRECISION FEDERAL
Insights
Field notes on federal AI, SBIR mechanics, FedRAMP, and production ML — written for the program managers, contracting officers, TPOCs, and principal investigators who have to make real decisions before the next solicitation closes.
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Latest analysis
AI / LLM Engineering
Evaluating Retrieval Quality in Federal RAG Systems
Business Development
Fiscal Year-End: How Small Firms Should Read Federal Q4
AI / LLM Engineering
Small Language Models for Federal Edge Deployments
Business Development
LPTA vs Best-Value Tradeoff: How Federal Source Selection Works
SBIR Mechanics
Government-Furnished Data: How Performers Actually Get It
SBIR Mechanics
What Happens After You Submit: The SBIR Evaluation Timeline
SBIR Mechanics
How Small Firms Structure STTR University Partnerships
AI / LLM Engineering
AI-Assisted Modernization of Legacy Federal Software Systems
SBIR Mechanics
All 23 posts →
SBIR Mechanics
Government-Furnished Data: How Performers Actually Get It
SBIR Mechanics
What Happens After You Submit: The SBIR Evaluation Timeline
SBIR Mechanics
How Small Firms Structure STTR University Partnerships
SBIR Mechanics
SBIR Win Rates by Agency in 2026: Real Numbers
SBIR Mechanics
How to Read an SBIR Debrief: Reviewer Comments Decoded
SBIR Mechanics
SBIR Set-Asides: HUBZone, WOSB, SDVOSB, 8(a)
SBIR Mechanics
DoD SBIR 26.1: How to Pick a Topic From 115 Options
SBIR Mechanics
SBIR Fast-Track: Phase I and Phase II in One Filing
SBIR Mechanics
SBIR 2026 Reauthorization: What Actually Changed
Agency Deep Dives
All 22 posts →
Agency Deep Dives
Navy AI in 2026: Priorities, Programs, and Where Small Firms Fit
Agency Deep Dives
Counter-WMD Novel Technology: How DTRA Funds Innovation
Agency Deep Dives
Air Force Software Innovation Trends in 2026
Agency Deep Dives
Air Force Data Engineering Trends in 2026
Agency Deep Dives
Navy Software Innovation Priorities in 2026
Agency Deep Dives
Navy Data Engineering Priorities in 2026
Agency Deep Dives
Distributed Maritime Operations: Software Innovation Pathways
Agency Deep Dives
Strategic Capabilities Office: Software Pathways in the Open Record
Agency Deep Dives
MDA SBIR: Missile Defense and the AI/ML Opportunity
Agency Deep Dives
DTRA SBIR: Countering WMD and What They Actually Buy
Agency Deep Dives
DMEA SBIR: Microelectronics and the Trusted Supplier Network
Agency Deep Dives
CDAO and the DoD AI SBIR Pathway in 2026
Agency Deep Dives
USDA SBIR: How the Rural Innovation Pipeline Works
Agency Deep Dives
DHS SBIR Component Guide: CBP, TSA, CISA, FEMA, USCG
Compliance & ATO
All 24 posts →
Compliance & ATO
Section 508 Accessibility for Federal AI Interfaces
Compliance & ATO
NIST 800-53 Controls for LLM Systems: A 2026 Mapping
Compliance & ATO
IRS Publication 1075 Compliance for Federal AI
Compliance & ATO
FedRAMP LLM Deployment in 2026: A Practical Map
Compliance & ATO
ATO Acceleration Playbook for Federal AI Systems (2026)
Compliance & ATO
Agentic AI for Federal Compliance Automation in 2026
Compliance & ATO
Smart Contracts and Blockchain for Supply Chain Risk Management
Compliance & ATO
Neuro-Symbolic AI for ATO Acceleration: A Public-Methods Reading
Compliance & ATO
Data Analytics and Cybersecurity for Next-Generation 911
AI / LLM Engineering
All 31 posts →
AI / LLM Engineering
Evaluating Retrieval Quality in Federal RAG Systems
AI / LLM Engineering
Small Language Models for Federal Edge Deployments
AI / LLM Engineering
Multimodal Scene Synthesis for Perception Model Training
AI / LLM Engineering
RAG vs Fine-Tuning: The Federal Decision Tree
AI / LLM Engineering
RAG Architecture for Federal Document Corpora
AI / LLM Engineering
Prompt Injection Defense for Federal LLM Systems
AI / LLM Engineering
On-Prem LLM Deployment for Air-Gapped Federal Environments
AI / LLM Engineering
OCR Pipelines for Legacy Federal Documents
AI / LLM Engineering
NLP for the Federal Register: Parsing 80,000+ Annual Documents
AI / LLM Engineering
Binary-Level AI Vulnerability Detection Without Source Access
AI / LLM Engineering
Distributed Event Streaming for Mission Data Synchronization
AI / LLM Engineering
AI-Assisted OSINT: Credibility and Trust Layers in the Open Literature
AI / LLM Engineering
AI-Generated Domain Models and Ontologies from Technical Documents
AI / LLM Engineering
RAG Architectures Across Heterogeneous Federal Corpora
AI / LLM Engineering
Language Models for Behavioral Health Screening: Public Methods
AI / LLM Engineering
Clinical AI in Federal Behavioral Health Programs
MLOps & Cloud
All 7 posts →
MLOps & Cloud
MLOps for Federal Production Systems
MLOps & Cloud
GPU Capacity Planning for Federal AI Workloads
MLOps & Cloud
AWS GovCloud vs Azure Government for Federal ML (2026)
Contract Vehicles
All 7 posts →
Contract Vehicles
Small Business Subcontracting Goals for AI/ML: A Prime's Guide
Contract Vehicles
BPA vs IDIQ vs Task Order: The Federal Vehicle Decoder
Contract Vehicles
8(a) STARS III and the 8(a) Certification Path: An Honest Guide
Contract Vehicles
SeaPort-NxG Navigation: Task Orders and the Navy IDIQ
Contract Vehicles
Federal OTA Consortia Map 2026: AFWERX, TReX, DIU, AIRC, S2MARTS
Contract Vehicles
OASIS+ vs CIO-SP4 for AI Services: Which Vehicle Fits
Business Development
All 24 posts →
Business Development
Fiscal Year-End: How Small Firms Should Read Federal Q4
Business Development
LPTA vs Best-Value Tradeoff: How Federal Source Selection Works
Business Development
Teaming With a Federal Prime as a Small Business: A Playbook
Business Development
Federal TPOC Outreach: Before the Solicitation Drops
Business Development
Finding a Federal Prime Partner: The Playbook
Business Development
SBA Mentor-Protégé Program: The Honest Guide
Business Development
Prime-Sub Relationships: What Subcontractors Should Expect
Business Development
Parsing Federal Acquisition Forecasts for AI Opportunities
Market & Trends
All 2 posts →
Market & Trends
Federal AI Use Cases by Agency in 2026: A Tour
Market & Trends