Insights
Field notes from applied AI.
Everything we publish comes from delivery work: essays on how we scope, build, and operate AI systems, research deep enough to gate, and industry updates translated into plain language. No thought leadership for its own sake.
AI in government & defense: compliance-first delivery
A practical framework for fielding AI systems inside FedRAMP boundaries, CMMC-aligned practice, and ITAR-aware data handling — without losing the schedule.
May 2026 · 2 min read · 18 pages
The operator's brief
One email a month on applied AI — what shipped, what worked, what to skip.
Library
Browse everything
Filter by format. Whitepapers ask for an email before the download; everything else is open.
- AI industry update
AI industry update — summer 2026
A plain-language briefing for operators: what changed this quarter in enterprise AI adoption, procurement, and governance — and what to do about it.
Jul 2026 · 3 min read
- Blog
Build vs buy for AI agents: an honest framework
When an off-the-shelf agent is the right call, when a tailored one is, and a scoring method that keeps the decision honest.
Jun 2026 · 3 min read
- Blog
What a two-week scoping phase actually looks like
Day by day: how we sit inside a client's workflow, measure where the hours go, and decide whether AI belongs there at all.
Jun 2026 · 2 min read
- AI industry update
Federal AI guidance: what changed for contractors
A briefing for contractors and subs: authorization expectations, CUI handling with AI tools, and the questions primes are now asking down the supply chain.
Jun 2026 · 3 min read
- WhitepaperGated download
AI in government & defense: compliance-first delivery
A practical framework for fielding AI systems inside FedRAMP boundaries, CMMC-aligned practice, and ITAR-aware data handling — without losing the schedule.
May 2026 · 2 min read
- Blog
RAG is not a strategy: knowledge systems that answer correctly
Why retrieval demos impress and production systems disappoint — and the acceptance criteria that separate the two.
May 2026 · 3 min read
- Blog
Buy acceptance criteria, not demos
Demo-driven AI procurement selects for the best presenter, not the best system. Written, numeric acceptance criteria fix the incentive.
Apr 2026 · 3 min read
- WhitepaperGated download
The tailored AI playbook: from workflow map to operated system
Our full delivery methodology in one document — how we map workflows, draw scope boundaries, write acceptance criteria, and operate what we build.
Apr 2026 · 2 min read
- WhitepaperGated download
Measuring AI ROI: acceptance criteria that hold up
A measurement framework for buyers of AI systems — baselines, the four metrics families, and monthly measurement that survives contact with finance.
Mar 2026 · 2 min read
Rather talk it through?
Thirty minutes with an engineer who has shipped this before. Bring a workflow; we'll tell you honestly whether AI belongs in it.