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Shonin
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Agent Readiness Audit

Every workflow in your business split into what AI writes, what it decides and what code does, with the savings.

The split

LLM writes
Transcribes the walkthrough and writes the report
System One decides
Classifies each step (LLM, decision, code, human) and scores automation value and risk
Code executes
Computes volumes, costs, savings and payback

Engine

Agents transcribe and decompose each workflow into steps; the decision brain classifies each step as LLM, typed decision, code or human, and scores automation value and risk.

Rulebook

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

  1. R01Every recommendation names the step, the tool, the monthly volume and the cost per unit before and after.
  2. R02Anything that moves money or can't be undone is marked prepare-then-approve, never fully automated.
  3. R03No savings claim without a volume number from the client; show the formula.
  4. R04Recommend a tool the client already pays for before recommending a build.
  5. R05The first recommended agent must be shippable in under 14 days.

Intake

  • A 45-minute recorded walkthrough of how the work gets done
  • The tools you use: WhatsApp, Excel, Slack, CRM, bank apps
  • Monthly volumes: messages, orders, invoices, tickets
  • Who approves what
UNIT
One audit report covering up to 12 workflows
REVIEW LAYER
The founder reviews every audit line by line before delivery.
DELIVERY
An interactive report page, a 20-minute recorded walkthrough, and a 30-day build plan.
TURNAROUND
72 hours after the walkthrough

How we find buyers

  • First five audits free for design partners, in exchange for a case study
  • Offered at the end of every workshop and talk
  • Outbound to SME owners in Lagos, Accra and Nairobi with a sample audit attached

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