I read it the way a hostile reviewer will, before a lender or a court does.
You get a written memo on which claims hold, which are soft, who can enforce them, and what to fix first. Five working days. Fixed, published fee. No retainer.
South Africa’s draft National AI Policy
Withdrawn over fabricated citations. All 67 references re-swept across five indexes.
- confirmed
- 15
- contradicted
- 3
- mismatched
- 7
- not found
- 5
- #33Karr & Smith (2023), Journal of African Law 67(1)Fabricated
No such article in the cited issue. Unreported until this sweep.
- #8Brynjolfsson & McAfee (2017), Harvard Business ReviewReal · index erred
Real. Matched to a 1986 paper on business management.
- #44National Advisory Council on Innovation (2025)Real · unindexed
Real. Grey literature that no scholarly index holds.
When to call
The system is already moving. The question is whether anyone can still notice it and repair it.
Vendor claim before contract.
Automated summary before sign-off.
Low complaint volume before reassurance.
Most failures arrive as smoothing and polite dashboards.
- 01Claim
What the document says will always or never happen.
- 02Signal
What evidence would show it happening, or not.
- 03Compression
Where summaries and dashboards smooth the signal away.
- 04Authority
Who can stop the work, and whether they know it.
“She works the social and technical sides of a system with equal fluency, and reads governance for where accountability actually fails rather than the obvious places.”
Fixed-scope work
Most are bought outright by card, followed by a private document intake. Nothing requires a discovery call.
- Systems BriefingWritten brief + 90 min · $997
- Always/Never AuditDocument review + memo · $295 founder rate
- Safeguard Defensibility ReadSafeguards review + memo · $295 founder rate
- Evidence Chain ReadMEL evidence review + memo · $295 founder rate
- The Reference CheckReference sweep + signed record · 48 hours
- Data Centre File Stress Test$1,750 founder rate · five working days
- Social & Cumulative Impact ModuleSpecialist module · scoped per engagement
- AI Vendor ReviewVendor review + memo · one vendor or contract
- Vendor Interrogation PackEntry rung · $99
- Content SprintsOne-pager or short PDF · $195 launch
- Strategic AI Systems BriefingVisual briefings + recorded walkthrough
Custom advisory for decision architectures already under strain is scoped in writing through the enquiry form. The free anchor under the reads is AI in Safeguards Work: An Interim Protocol.
Find your door
Describe the live AI-shaped pressure you are facing and get routed, in real time, to the fixed-scope offer that fits it.
Pick the door by the pressure, not the product name.
Ask about advisory
Answered from the practice's own material, with sources.