◈ Delivery Hub for AI programmes
RAID & exposure

Risks that have an owner and a date

Exposure is probability × impact on a 1–5 scale. Anything scoring 20 or above belongs in the next steering conversation with a named response, not a colour.

3 Severe (20+)
2 High (12–19)
1 Moderate (6–11)
0 Low (1–5)
Exposure heat map
5
5
10
1
2
25
4
4
8
1
16
1
3
3
6
1
12
15
2
2
4
6
8
10
1
1
2
3
4
5
1
2
3
4
5
↑ impact probability →
Log a new entry
Register · 6 entries
Exp.TypeEntryOwnerDueStatus
20 Risk Provider deprecates the model version in production
Atlas — Claims Triage · P4 × I5
Abstract the provider behind a routing layer; hold a tested fallback model and rehearse the swap quarterly.
M. Okafor 2026-11-14
20 Issue Cost per successful task is 7x the approved budget
Forge — Engineering Agent · P5 × I4
Introduce semantic caching and small-model routing for low-complexity requests; re-forecast before the scale gate.
K. Bhatt 2026-10-24
20 Risk Prompt injection via user-supplied documents leaks internal context
Lumen — Knowledge Assistant · P4 × I5
Untrusted-content isolation, output filtering and an adversarial red-team before any external exposure.
S. Alvarez 2026-10-17
15 Dependency Legal sign-off on training data provenance
Harbor — Contract Review · P3 × I5
Weekly standing slot with legal counsel; provenance register maintained by the data lead as a live artefact.
E. Petrova 2026-10-31
12 Risk Adoption stalls because support cannot explain AI behaviour
Atlas — Claims Triage · P3 × I4
Ship a failure-mode cheat sheet and run support enablement one wave ahead of each rollout cohort.
Priya Raman 2026-11-21
9 Assumption Frontline users will accept advisory-only output without override friction
Lumen — Knowledge Assistant · P3 × I3
Validate in the pilot via override-rate telemetry; if overrides exceed 30%, redesign the oversight model.
S. Alvarez 2026-11-07