Research & Intelligence
Evidence-based professional intelligence for the AI era. Verified evidence, traceable methodology, and decision-focused frameworks — not AI-generated summaries dressed up as research.
AI can summarize anything. We synthesize published evidence into professional intelligence you can act on — and verify.
Why pay for research when AI can summarize anything?
Verified evidence, not AI summaries
Every statistic traced to published sources with dates. We synthesize evidence — we don't ask AI to summarize the internet and call it research.
Decision-focused, not information dumps
Each brief answers a specific professional question and ends with actionable recommendations. You finish knowing what to do differently.
Methodology you can trace
Full methodology documentation, source hierarchy, limitations, and correction policy. You can evaluate our evidence, not just consume our conclusions.
Bundled with executable tools
Research connects to systems, courses, workflows, and templates you can use immediately. Intelligence that stops at a PDF isn't professional intelligence.
Date-stamped with shelf life
Every statistic includes source date and retrieval date. AI moves fast — we tell you when data was collected so you know what's current.
Available Research
State of AI Verification in Professional Services — 2027 Snapshot
Published evidence on AI fabrication rates, verification gaps, and what professionals can do about it.
Free
Download- 6 fabrication categories — KaryoWorks original taxonomy
- Published hallucination benchmarks by model and content type
- Verification maturity model (None → Verified)
- 5 immediate actions any professional can take today
- Data companion with reference tables included