Agency Deep Dives
Navy AI in 2026: 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 · FULL ARCHIVE
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The complete chronological archive of Precision Federal essays. 173 posts across SBIR mechanics, agency procurement, FedRAMP, LLM deployment, and the technical plumbing of federal AI delivery — written for the people who actually have to ship these systems.
Latest analysis
Defense AI
The Autonomy Stack for Unmanned Systems
AI / LLM Engineering
Evaluating Retrieval Quality in Federal RAG Systems
SBIR Mechanics
SBIR Selection to Award: Negotiation and Kickoff
Business Development
Fiscal Year-End: How Small Firms Should Read Federal Q4
Defense AI
Software Behind Maritime Domain Awareness
AI / LLM Engineering
Small Language Models for Federal Edge Deployments
Business Development
LPTA vs Best-Value in Federal Source Selection
SBIR Mechanics
Government-Furnished Data: How Performers Get It
SBIR Mechanics
The SBIR Evaluation Timeline: Submission to Award
June 2026
SBIR Mechanics
How Small Firms Structure STTR University Partnerships
MLOps & Cloud
Digital Twins in Federal Operations
May 2026
Agency Deep Dives
DARPA ASEMA: Encrypted Messaging Security
AI / LLM Engineering
Human-Autonomy Debrief Architectures
AI / LLM Engineering
Passive Sonar Tracking with Deep Learning
AI / LLM Engineering
AI-Assisted Modernization of Legacy Federal Systems
AI / LLM Engineering
Multimodal ISR&T at the Edge: Fusion Architectures
AI / LLM Engineering
Active Sonar Target Classification with Modern ML
Agency Deep Dives
Air Force Software Innovation Trends in 2026
Defense AI
Space Domain Awareness: ML Pipelines
AI / LLM Engineering
Adaptive Training with Reinforcement Learning
Defense AI
Polar Navigation and GPS-Denied PNT Methods
Compliance
DD-2345 and the ITAR Path for Software Firms
Compliance
ITAR Direct-to-Phase-II Air Force Compliance
April 2026
Agency Deep Dives
Counter-WMD Novel Technology: How DTRA Funds Innovation
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
AI Governance
Federal AI Model Documentation Requirements
Architecture
Agent Teams for Continuous RMF Monitoring
Agency Deep Dives
Distributed Maritime Operations: Software Pathways
Compliance
CMMC 2.0 for SBIR AI Offerors: Levels 1-3
Agency Deep Dives
Strategic Capabilities Office: Software Pathways
SBIR Mechanics
SBIR Phase I Execution: What You Actually Deliver (and When)
Acquisition
GAO-26-107859: The Federal AI Acquisition Gap
AI / LLM Engineering
Edge AI for Deployed Military Systems
Agency Deep Dives
Digital Engineering for DoD: Where AI Fits in the MBSE Mandate
Compliance & ATO
Federal AI Accountability: Logging & Explainability
Agency Deep Dives
Navy AI Procurement: NAVAIR vs NAVSEA — Where the Money Flows
Defense AI
Leader-Follower UAS Formation Control
Compliance & ATO
Building AI for Classified Environments: What Changes Above Secret
AI / LLM Engineering
Multimodal Scene Synthesis for Perception Training
Business Development
Federal Past Performance From Zero: The 12-Month Build
MLOps & Cloud
GPU Capacity Planning for Federal AI Workloads
Agency Deep Dives
DOE ARPA-E vs SBIR: Which Program Fits Your Tech
SBIR Mechanics
SBIR Indirect Rates: Provisional, NICRA, and When to Get One
Compliance & ATO
Agentic AI for Federal Compliance Automation in 2026
Compliance & ATO
NIST 800-53 Controls for LLM Systems: A 2026 Mapping
Market & Trends
Federal AI Use Cases by Agency in 2026: A Tour
AI / LLM Engineering
Prompt Injection Defense for Federal LLM Systems
SBIR Mechanics
How to Read an SBIR Debrief: Reviewer Comments Decoded
MLOps & Cloud
MLOps for Federal Production Systems
March 2026
Contract Vehicles
Small Business Subcontracting Goals for AI/ML: A Prime's Guide
AI / LLM Engineering
AI Vulnerability Detection Without Source Code
MLOps & Cloud
AWS GovCloud vs Azure Government for Federal ML (2026)
Compliance & ATO
Section 508 Accessibility for Federal AI Interfaces
Market & Trends
Federal AI Contract Award Trends in 2026: What the Data Shows
SBIR Mechanics
SBIR Strategic Breakthrough Phase II Awards Explained
AI / LLM Engineering
RAG Architecture for Federal Document Corpora
AI / LLM Engineering
Claude vs. GPT-4 for Federal Use Cases: A 2026 Guide
Compliance & ATO
Blockchain for Federal Supply Chain Risk Management
Compliance & ATO
FedRAMP LLM Deployment in 2026: A Practical Map
Business Development
Teaming With a Federal Prime as a Small Business: A Playbook
Compliance & ATO
IRS Publication 1075 Compliance for Federal AI
SBIR Mechanics
SBIR Win Rates by Agency in 2026: Real Numbers
Compliance & ATO
ATO Acceleration Playbook for Federal AI Systems (2026)
SBIR Mechanics
DoD SBIR 26.1: How to Pick a Topic From 115 Options
Agency Deep Dives
MDA SBIR: Missile Defense and the AI/ML Opportunity
Compliance & ATO
ISO 42001 vs NIST AI RMF: Federal Implications
AI / LLM Engineering
Distributed Event Streaming for Mission Data
Business Development
Multi-Modal Models for Federal Use: Vision, Audio, Text
Business Development
Federal TPOC Outreach: Before the Solicitation Drops
SBIR Mechanics
SBIR Set-Asides: HUBZone, WOSB, SDVOSB, 8(a)
Agency Deep Dives
DTRA SBIR: Countering WMD and What They Actually Buy
AI / LLM Engineering
OCR Pipelines for Legacy Federal Documents
Compliance & ATO
Neuro-Symbolic AI for ATO Acceleration
Business Development
Finding a Federal Prime Partner: The Playbook
SBIR Mechanics
SBIR 2026 Reauthorization: What Actually Changed
Agency Deep Dives
NIST 800-53 Rev 5: The 40 Controls AI Systems Trip On
SBIR Mechanics
SBIR Fast-Track: Phase I and Phase II in One Filing
Agency Deep Dives
DMEA SBIR: Microelectronics and the Trusted Supplier Network
Business Development
SBA Mentor-Protégé Program: The Honest Guide
Compliance & ATO
FedRAMP Li-SaaS: The Fastest Federal ATO Path
SBIR Mechanics
Direct to Phase II: The Bypass Nobody Teaches
Defense AI
LLM-Aided Cyber and EMS Operations
AI / LLM Engineering
NLP for the Federal Register: Parsing 100,000+ Pages a Year
AI / LLM Engineering
Time Series Forecasting for Federal Logistics
Agency Deep Dives
CDAO and the DoD AI SBIR Pathway in 2026
February 2026
Business Development
Prime-Sub Relationships: What Subcontractors Should Expect
SBIR Mechanics
SBIR Phase II Plus and Matching Funds: The Leverage Play
Compliance & ATO
STIG Compliance for Containerized LLM Workloads
Compliance & ATO
SBOM and Software Supply Chain for Federal AI
AI / LLM Engineering
AI OSINT Credibility and Trust Layers
Business Development
Parsing Federal Acquisition Forecasts for AI Opportunities
SBIR Mechanics
SBIR vs STTR: A Decision Tree for AI Firms
Business Development
Geospatial ML for Federal Imagery: The 2026 Stack
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
Zero Trust for Federal AI: DoD ZT Strategy Pillars in Practice
Defense AI
LLM-Augmented Battle Rhythm Management
SBIR Mechanics
SBIR Data Rights and March-In Rights in 2026
Defense AI
Multi-Modal M&S for Mission Exercises
Business Development
How Contracting Officers Actually Evaluate Small Business Proposals
Business Development
Document AI for Federal PDFs: OCR, Layout, Extraction
Business Development
DoDI 5000.90 and AI Acquisition: Where the Rules Actually Live
Business Development
Letters of Support: What Signals, What Doesn't
Agency Deep Dives
DOE SBIR: National Lab Partnerships as a Signal
Business Development
Federal RFI vs RFP: What to Write, What to Skip
AI / LLM Engineering
AI Domain Models & Ontologies from Documents
Business Development
Executive Order 14110 in 2026: What Still Binds Contractors
SBIR Mechanics
The Technical Volume: 15 Pages That Win Phase I
Agency Deep Dives
NSF SBIR Pitch Strategy: The 3-Page Gate
Business Development
SAM.gov Opportunity Filtering for AI: The NAICS and Keyword Stack
AI / LLM Engineering
RAG Over Heterogeneous Federal Corpora
Agency Deep Dives
NIH SBIR Institute Map: NCI, NHLBI, NIA, NIMH, NIGMS, More
SBIR Mechanics
SBIR Budget Justification: Line-By-Line Examples
Agency Deep Dives
NIST AI RMF 1.0: A Practical Mapping for Federal Contractors
January 2026
Contract Vehicles
BPA vs IDIQ vs Task Order: The Federal Vehicle Decoder
Compliance & ATO
FISMA vs FedRAMP: Which Applies When
Contract Vehicles
8(a) STARS III and the 8(a) Certification Path: An Honest Guide
Agency Deep Dives
NASA SBIR Center-by-Center Guide
Compliance & ATO
Data Analytics & Cybersecurity for NG911
AI / LLM Engineering
Synthetic Data for Sensitive Federal Domains
Business Development
SBIR Cost Proposal Deep Dive: Rates, Fee, Indirect
Agency Deep Dives
SOCOM SBIR: Topic Analysis and the SOFWERX Pipeline
SBIR Mechanics
The SBIR Commercialization Plan That Actually Scores
Contract Vehicles
SeaPort-NxG Navigation: Task Orders and the Navy IDIQ
Business Development
CUI Handling for Federal AI Systems
AI / LLM Engineering
Language Models for Behavioral Health Screening
Business Development
Federated Learning for Federal Data Silos
Agency Deep Dives
NIST 800-171 and CMMC 2.0 for Small AI Firms
AI / LLM Engineering
On-Prem LLM Deployment for Air-Gapped Federal Environments
Contract Vehicles
Federal OTA Consortia Map 2026: AFWERX, TReX, DIU, AIRC, S2MARTS
Agency Deep Dives
DARPA SBIR: What Makes It Different From the Rest of DoD
Business Development
SBIR Phase II Proposal Strategy: Converting Phase I to Production Scale
Agency Deep Dives
Air Force SBIR Open Topic: History, Results, and 2026 Status
Compliance & ATO
FedRAMP ATO Timeline: Month-by-Month Reality
Contract Vehicles
OASIS+ vs CIO-SP4 for AI Services: Which Vehicle Fits
AI / LLM Engineering
Vector Database Selection for Federal AI
Business Development
SBIR Phase I Proposal Anatomy: Every Section, Every Weight
AI / LLM Engineering
RAG vs Fine-Tuning: The Federal Decision Tree
AI / LLM Engineering
Clinical AI for Federal Behavioral Health Programs
Contract Vehicles
GSA MAS Schedule for AI Firms: The Realistic Path in 2026
Compliance & ATO
FedRAMP 20x: What Automated Assessment Actually Changes
Agency Deep Dives
Navy SBIR Component Map: NAVSEA, NAVAIR, NAVWAR, ONR, MARCOR
Compliance & ATO
FedRAMP High vs Moderate: The Honest Decision Tree
AI / LLM Engineering
LLM Evaluation for Federal Use Cases: Beyond MMLU
Business Development
Capture Management for Solo and Small Firms
Agency Deep Dives