# gittie.com > AI-optimized mirror of gittie.com containing 13 pages totalling 8,753 words of clean markdown content, structured data, and semantic HTML. Original source: https://gittie.com/. Last updated: 2026-06-16T06:32:24.652Z. Each page is available as HTML (with JSON-LD structured data) and Markdown (text-only, ideal for LLMs and RAG). ## Homepage - [Win the bid. Defend the work.](/content/site-root.html): Gittielabs helps small federal contractors adopt AI they can document, defend on a recompete, and govern against the frameworks federal buyers care about — NIST AI RMF, ISO 42001, and TEVV. (1,415 words) ## Articles & Blog Posts - [Before the announcement](/content/research/augmentation-not-replacement/checklist/index.html): A one-page diligence checklist for AI-driven workforce decisions, based on the Gittielabs research article Augmentation, Not Replacement. (312 words) - [articles/augmentation-not-replacement/index.html](/content/articles/augmentation-not-replacement/index.html) (1 words) - [Open Source vs. Closed Source](/content/documents/gittielabs-20-20open-20source-20vs-20closed-20source-pdf.html) (864 words) - [The End of the "Chat" Era](/content/articles/agentic-ai/index.html): Moving from Chatbots to Digital Employees. How to architect systems that plan, execute, and verify. (1,526 words) - [Applied AI Diagnostic](/content/applied-ai-diagnostic/index.html): A structured read on where applied AI moves the needle in a small federal contractor's operating model — staffing, BD, capture, proposal, contracts, and back office — and where it doesn't. Built for the firms whose people are their product. (1,141 words) - [Six findings, with receipts](/content/research/augmentation-not-replacement/index.html): By every authoritative measure, what AI is actually doing is augmentation, not replacement. Drill into the claims, weigh the counter-evidence, and walk away with a one-page diligence checklist. (679 words) - [AI Is Changing Every Job. Most Organizations Aren't Ready.](/content/speaking/index.html): Keith Elliott brings a practitioner's perspective to AI speaking and training—helping universities and businesses navigate workforce transformation in the age of AI. (528 words) - [Signal Through the Noise](/content/articles/index.html): Deep dives into Sovereign AI, agentic systems, and enterprise AI strategy from Gittielabs. (369 words) - [Signal Through the Noise.](/content/research/index.html): Long-form research, interactive evidence companions, and whitepapers on AI strategy, sovereign AI, and workforce transformation. (437 words) - [Terms of Use](/content/terms/index.html): Gittielabs helps small federal contractors adopt AI they can document, defend on a recompete, and govern against the frameworks federal buyers care about — NIST AI RMF, ISO 42001, and TEVV. (282 words) - [January 6, 2026](/content/documents/gittielabs-20-20the-20privacy-20trap-pdf.html) (1,059 words) - [Privacy Policy](/content/privacy/index.html): Gittielabs helps small federal contractors adopt AI they can document, defend on a recompete, and govern against the frameworks federal buyers care about — NIST AI RMF, ISO 42001, and TEVV. (140 words) ## Resources - [Full Page Index](/index.html): Browse all cached pages with rich metadata - [About This Cache](/content/about.html): Methodology, technical details, and usage guidelines - [XML Sitemap](/sitemap.xml): Machine-readable sitemap for crawler discovery - [Robots.txt](/robots.txt): Crawler directives