AI Integration Sprint • 6 weeks
AI vision inspection for F&BNairobi, Kenya
Classify, extract, and flag issues from photos/documents with a review lane for low confidence.
Founding cohort: $1,500 (50% off) for first 5 clients • Standard: $3,000 one-time
Explore: all f&b pages in Nairobi • ai vision inspection across industries in Nairobi
Week 1: Map workflows
Constraints, data, tools, and success metrics.
Weeks 2–5: Build prototype
Implement the use case with guardrails and iterative testing.
Week 6: Framework + rollout
Implementation framework, SOPs, and a rollout plan.
Common bottlenecks in F&B
- • High volume of customer queries
- • Operational checklists are manual
- • Reporting is time-consuming and inconsistent
Workflows we typically touch
- • Customer messaging
- • Ops checklists
- • Weekly reporting
Integrations: WhatsApp, Email, Spreadsheets, POS exports
What you get
- • Working prototype tailored to f&b
- • Implementation framework (architecture + SOPs + rollout plan)
- • Human-in-the-loop guardrails (escalation + auditability)
How this use case works
Outcomes
- • More consistent checks
- • Faster reviews
- • Better traceability
Guardrails
- • Manual review for low confidence
- • Evidence retention
- • Clear thresholds
Implementation approach
- • Define classes/issues to detect
- • Prototype on sample images
- • Add review lane + evidence logging
More use cases in Nairobi
Same city + industry (f&b), different workflows.
Same use case, other industries
Same ai vision inspection approach, adapted to different vertical workflows.
FAQ
Do you operate in Nairobi?
We work remotely with teams across regions. The free assessment clarifies whether the sprint is a fit for your workflows.
Is this only for F&B?
No — this page is tailored to f&b, but the sprint works for any SMB with repeatable workflows.
Is this only for large chains?
No. The sprint is built for SMB operations—focused on measurable lift with realistic effort.
Do we need perfect images?
No—prototype first, then define capture standards if needed.