Data & AI
Numbers you trust, then decisions you can automate
Every AI conversation should start with a duller question: do we agree on the numbers? We do that part first, because everything downstream depends on it.
Sound familiar?
The problem we are usually called about
- Two departments present different figures for the same month.
- Forecasting is a feeling, and stock decisions follow it.
- Staff spend hours copying data out of PDFs and invoices.
- Reporting to a donor or regulator takes a week of assembly.
This service is for you if: You have data in several systems and decisions currently being made on instinct.
Data & AI at a glance
- Typical timeline
- 4 weeks per sprint
- Starting from
- TZS 4,700,000
- Best fit
- Teams with data in several places and decisions made on instinct
What you get
What a data & ai engagement includes
One source of truth
A warehouse that pulls from your systems on a schedule, with definitions written down.
Dashboards people open
Built with the managers who will use them, not delivered as a surprise.
Forecasting
Demand, cash and stock models trained on your own history - with the assumptions visible.
Document automation
Invoices, delivery notes and forms read automatically, with a human check where it matters.
Practical AI
Language models applied to real tasks: summarising, classifying, drafting. Scoped, measured, and switched off if they do not earn their place.
Governance
Who can see what, where data lives, and what the model was allowed to touch.
How we work
From first call to running system
01/
Introduction call
Free, about an hour. You describe the problem; we tell you honestly whether we are the right people.
02/
Discovery
One to two weeks with your team, producing a written scope, a plan and a fixed price.
03/
Build
Two-week cycles with a working demo at the end of each. You see progress, not promises.
04/
Launch & run
Migration, training, go-live support, then ongoing monitoring and improvement if you want it.
Related
Other things we do
Custom Software
Applications built around how your team actually works.
Learn moreSystems Integration
Make the tools you already own talk to each other.
Learn moreWeb & Mobile Apps
Fast, offline-tolerant products for African networks.
Learn moreCloud & DevOps
Hosting, pipelines and monitoring that stay quiet.
Learn moreManaged IT & Support
A full IT department, on a predictable monthly fee.
Learn moreNext step
Want a clear quote, not a guessing game?
Tell us your team size, the tools you already run, and where you are headed. We will come back with a scoped recommendation and a real number - usually within two working days.