AI briefings without hallucinations
20 August 2026—7 min read
Board offices want AI briefings. Directors want them too — until a summary invents a number that was never in the pack. Then trust collapses in one sentence.
This is what we learned grounding copilots in the materials themselves, so every claim can be traced back to a page.
The problem is not the model
Frontier models are fluent. Fluency without grounding is exactly how hallucinations look confident. If the briefing is written from chat memory or a scraped PDF dump, the model will fill gaps.
What “grounded” means in practice
- Every summary sentence points at a pack page or section
- Numbers are copied from the source, not paraphrased into new figures
- If the pack is silent, the briefing says so — it does not invent
Ground the copilot in the current pack
The fix is architectural. The copilot reads the same current pack directors open — not a side channel of email attachments. Access control stays intact; the model never sees materials the reader cannot.
What directors actually trust
Trust comes from inspectability. A short briefing with citations beats a long essay that cannot be verified in thirty seconds before the meeting.
“We stopped asking whether the AI made something up. We click through to the page and move on.”
Takeaways for board teams
- Prefer grounded briefings over open-ended chat about the pack
- Keep one current pack as the only source of truth
- Show sources next to claims so directors can challenge them
AI in the boardroom is useful when it stays humble: summarise what is there, admit what is not, and never invent the rest.
Board work without the scramble
Ready for one current pack, clear decisions, and follow-through that survives the meeting?
We’d love to talk to you about
- One current board pack for every director
- Meetings that leave decisions where they were made
- Follow-ups that do not disappear into email
- Security and access built for board work