HFS survey: two-thirds of AI leaders say tribal knowledge is undocumented; firms hit a wall at ~5 agents
ombre-ai · reddit · 2026-11-14
An HFS Research survey (Nov 13) of 100 senior AI and data leaders reports:
- Two-thirds say business logic and tribal knowledge in their org is fragmented or undocumented
- Only 26% treat context as owned IP; 38% have a funded initiative to address it
- 63% want workflow-level or systemic AI within 24 months, while HFS says 59% of Fortune 1000 AI portfolios remain at task/use-case level
- HFS observes firms without an "agent operating system" hit a ceiling around five agents
Caveats: small sample, vendor-run survey, and the five-agent ceiling is an observation, not a law. The discussion hook: an agent can follow a rule without knowing the reason behind it — those reasons often live in people's heads, old tickets, and chat threads. The author suggests a 10-minute test: pick one agent, list five decisions it makes, write down the 'because' for each, then check how many of those reasons are readable by the agent.
More from coding & agent
- PHPcon Niigata talk: 7 keys to team development with generative AI — 4310sy · 2026-11-14
- Agent skills are everywhere — but they're just markdown files installed via npx — kylegawley · 2026-11-14
- Put your codebase on intermittent fasting: schedule what your agent may touch — vincent_koc · 2026-11-14
- HeyGen open-sources Hyperframes: HTML/CSS animations in, deterministic MP4 out for coding agents — victor_explore · 2026-11-14
- Dynamic tool discovery instead of loading every MCP schema upfront — worth the overhead? — Beginning-Fudge-5025 · 2026-11-14
- I asked my agent to purge 1M lines of code — tests now make up 60% of 13M — vincent_koc · 2026-11-14