About AI Briefing
Not a feed. Not a chatbot. A structured brief that converts high-noise AI/security/regulatory updates into what changed, why it matters, who should care, and what to do next.
Sample decision brief
Single item example. Every item follows this exact structure.
What changed
[FACT] New restrictions introduced for enterprise API usage in specific regions; enforcement date announced.
Why it matters
[ANALYSIS] This can break existing workflows, require contract review, and trigger policy updates.
Who should care
CTO / VP Eng, Security, Legal/Compliance owners, Platform teams.
What to do next
1) Confirm exposure (services, regions, vendors).
2) Review policy + contracts.
3) Add monitoring for enforcement date.
How it works
Four engines produce a brief. No "magic." No hidden sourcing.
1) Change Detection
Diffs today's coverage against prior signals to label items as New, Escalated, or De-escalated.
- • Duplicate suppression
- • Reworded headline detection
- • Relevance decay
2) Impact Scoring
Scores security, product, and regulatory impact separately, then composes a priority decision.
- • Role-based thresholds
- • Escalation boosts
- • "No action required" eligibility
3) Persona Resolver
Same signal, different emphasis. CTO sees fewer items; PM sees delivery impacts; exec sees business framing.
- • Persona defaults
- • Saved views
- • Language complexity profiles
4) Action Generator
Produces 1–3 concrete next steps using constrained verbs, not open-ended advice.
- • Action verb taxonomy
- • Role-aware constraints
- • Escalation playbooks
Trust is visible
CTOs reject black boxes. This system is built to be inspected.
Source governance
- • Explicit allowlist
- • Primary vs secondary labeling
- • Category tagging
Claim auditability
- • [FACT] vs [ANALYSIS]
- • Per-claim citations
- • Confidence indicators
Noise suppression
- • Placeholder CVE detection
- • Rumor dampening
- • "Nothing material today" mode
Built for specific roles
Personas change what you see, how it's explained, and what actions are suggested.
CTO / VP Eng
- • Higher threshold, fewer items
- • Risk-forward framing
- • Actions: exposure checks, platform mitigations
PM / TPM
- • Delivery impacts & dependencies
- • Stakeholder map
- • Actions: plan updates, comms, owners
Exec
- • Business impact, no jargon
- • Regulatory relevance surfaced
- • Actions: policy decisions, risk posture
Ready to get started?
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