Document intake
IDs, payslips, and guarantor forms into a structured file.
AI and automation
Useful automation. Not a science project.
Credit scoring support, document capture, member chat, and the workflows your staff already run — built to sit on top of systems you trust.
Where it pays
Start with a process that already hurts.
Most Kenyan organisations do not need a research lab. They need fewer spreadsheets, faster loan files, and a way to answer members after hours. We pick one workflow, measure it, and automate the dull parts first.
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Loan and KYC files
Capture, classify, and flag missing documents before credit sits with a folder.
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Member questions
WhatsApp and SMS answers that still post into the core — not a chatbot that hallucinates balances.
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Ops that repeat
Reconciliations, reminders, and reports that should not need a hero every Friday.
Use cases
AI we will actually implement.
If we cannot name the owner and the data source, we will not sell the module.
Credit support
Scorecards and policy checks — the committee still decides.
Member channels
WhatsApp and SMS that read from the ledger, not from a brochure.
Collections nudges
Arrears reminders timed to how members actually pay.
Reporting drafts
First-pass packs for finance, still reviewed by a human.
Guardrails
No model talking to members without a source of truth.
AI
Bring the workflow. We will say if software is the answer.
A short working session in Nairobi or online.
Book a consult