20 white papers and playbooks from 200+ production AI deployments. Fully independent research — no vendor affiliations, no referral fees, no platform incentives. Practitioners writing for practitioners.
Fully independent research. We do not receive referral fees, vendor payments, or platform incentives. No AI platform vendor has reviewed, approved, or influenced any research published in this library. Our findings are based on measured production performance — not vendor benchmarks or marketing claims.
Highest-priority research for enterprise AI practitioners — strategy, vendor selection, GenAI deployment, and ROI measurement.
The definitive independent enterprise LLM comparison. 12-dimension evaluation matrix covering performance, security, compliance, TCO, and M365 integration. No vendor relationships. 600-prompt test dataset with Cohen's kappa 0.74.
Download Free →LLM selection without benchmark theater, RAG architecture, hallucination mitigation, governance for regulated industries.
Download Free →The 16-week deployment roadmap that achieves 67% active use — independent of Microsoft.
Download Free →Six-factor use case scoring, 24-month roadmap framework, four-layer technology architecture, talent planning, and board communication templates.
Download Free →Six-dimension readiness scoring, industry benchmarks, gap prioritization matrix, and the 90-day acceleration playbook.
Download Free →Five-category value framework, full cost taxonomy (the 40-60% underestimation problem), 340% ROI pattern analysis, and board-ready templates.
Download Free →Six-factor scoring model, 200+ use case benchmark library across 8 industries, workshop facilitation format, and business case construction guide.
Download Free →12-dimension scoring scorecard, RFP design, PoC structure, contract negotiation terms, and the $18M selection reversal case study.
Download Free →12-dimension independent comparison. No referral fees. No vendor payments. Q1 2026 evaluation dataset.
Download Free →Governance prerequisites, persona-based license targeting, adoption architecture, and ROI measurement. Independent of Microsoft.
Download Free →LLM evaluation, RAG architecture, hallucination mitigation, GenAI governance, and fine-tuning vs. RAG decision framework.
Download Free →Seven production RAG patterns, vector database benchmarks at 10M/100M/1B scale, hybrid retrieval design, and RAGAS evaluation framework.
Download Free →Five architecture patterns, HITL design, tool access governance, seven-category risk taxonomy, and EU AI Act implications for agentic systems.
Download Free →Eight-category AI threat taxonomy, LLM-specific security (prompt injection, RAG controls, tool authorization), and four-level security maturity roadmap.
Download Free →Four-tier risk classification, EU AI Act compliance roadmap, model lifecycle governance (SR 11-7 aligned), ethics and fairness program, and board reporting.
Download Free →CFO six-question evaluation protocol, full AI cost structure, investment governance, ROI measurement, and 20 questions to ask AI vendors before signing.
Download Free →Six-dimension data readiness assessment, AI-specific architecture patterns, data quality standards for production AI, and 90-day data sprint.
Download Free →The definitive enterprise AI deployment checklist. Stage-gate criteria, role-based views, and the 40 most commonly skipped items that cause production failures.
Download Free →Eight organizational conditions for AI adoption, resistance typology with interventions, champion network design, and 90-day adoption sprint.
Download Free →Three operating model archetypes, team structure and talent sequencing, platform architecture decisions, and the 12-month launch roadmap.
Download Free →The six-dimension framework: data maturity, infrastructure, talent, governance, use case viability, and culture. With industry benchmarks.
Download Free →SR 11-7 model risk governance, EU AI Act compliance, explainability architecture, fairness monitoring, and GenAI in regulated financial environments.
Download Free →Clinical AI deployment, EHR integration patterns, revenue cycle AI, FDA SaMD regulatory strategy, and HIPAA-compliant GenAI architecture.
Download Free →18 ranked manufacturing AI use cases, predictive maintenance architecture, OT/IT integration patterns, and operator resistance management.
Download Free →Our white papers are built on 200+ real enterprise deployments. If your program needs independent advisory — not a vendor recommendation — we should talk.