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Shonin
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Ecosystem Intelligence Reports

Sourced reports and datasets on who is building what with AI in Africa, for ecosystems, funds and foundations.

The split

LLM writes
Extracts facts and writes the narrative
System One decides
Scores relevance and credibility of every source; flags contradictions
Code executes
Dedupes, dates, counts and charts

Engine

Research agents gather and extract; the brain scores source credibility and relevance; an editor writes the narrative.

Rulebook

What correct means here, and the mistakes we've already caught. It grows one job at a time.

  1. R01Every claim has a source link; every number has a date.
  2. R02Primary sources beat press releases; press releases beat social posts.
  3. R03What we couldn't verify gets its own section.
  4. R04No ranking without a published method.

Intake

  • The research question
  • Geography and sectors
  • Who will read it
  • Public or private
UNIT
One report with its dataset
REVIEW LAYER
An editor verifies every chart and a 20% sample of claims.
DELIVERY
A web report, the dataset as CSV, and a briefing call.
TURNAROUND
2–3 weeks

How we find buyers

  • Free summaries, paid datasets and briefings
  • Ecosystem and fund teams at events
  • Griot readers

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