AI Solutions

AI that does a job, not a demo.

We start from a task somebody currently does by hand and that costs you money — then we automate that, measure it, and stop. If AI is not the right answer to your problem, we will tell you in the first call.

From TZS 4,000,000 4–10 weeks 50% upfront · 50% on handover

What this actually buys you

Every ai solutions engagement is scoped in writing before you pay anything, delivered against dates you can see in your portal, and handed over with the source files. Nothing about that changes after you sign.

The problems we are usually called about

If any of this sounds familiar, we can help.

Support is drowning in the same questions

An assistant that answers in Swahili and English from your own policies, and hands over to a human the moment it is out of its depth.

Data entry eats your week

Document extraction reads invoices, receipts, forms and IDs, and writes the fields straight into your system.

You are guessing at demand

Forecasting models trained on your own sales history — stock, staffing and cash-flow projections you can plan against.

Manual inspection does not scale

Computer vision for quality checks, crop health, counting and condition monitoring, running on-device where connectivity is poor.

What we build

Four ways this work usually takes shape.

Customer assistants

Retrieval-grounded chat that quotes your documentation instead of inventing an answer.

  • Swahili and English
  • Grounded in your documents
  • WhatsApp and web channels
  • Human handover

Document intelligence

Turn paper and PDFs into structured records, with a human review step where it matters.

  • Invoice and receipt capture
  • Form and ID extraction
  • Confidence scoring
  • Review queue

Forecasting & analytics

Models on your own numbers, delivered inside a dashboard your managers will use.

  • Demand forecasting
  • Anomaly detection
  • Customer segmentation
  • Executive dashboard

Computer vision

Detection and classification, on-device or in the cloud, with a labelled dataset you keep.

  • Custom model training
  • On-device inference
  • Labelled dataset handover
  • Accuracy reporting

What you receive

Everything, handed over.

At the end of the engagement you hold the whole thing. There is no component we keep back, no licence that expires, and no reason you could not take it to another team.

  • Feasibility note before you commit
  • Trained models and weights
  • Evaluation report with real accuracy numbers
  • API and integration code
  • Admin and review interface
  • Labelled dataset
  • Model card and limitations
  • 30-day warranty

Our tools

Chosen so your next developer already knows them

Nothing exotic. Everything here is widely used, well documented and hireable for in Tanzania — which matters far more than novelty.

Python Claude OpenAI LangChain TensorFlow PyTorch Hugging Face pgvector Pinecone Whisper FastAPI

Starting at TZS 4,000,000
Typical timeline 4–10 weeks
Request a fixed quote

Straight answers

AI Solutions — the questions we get

A grounded customer assistant starts at TZS 4,000,000. Document extraction typically runs TZS 6,000,000 to TZS 12,000,000. A custom vision model depends almost entirely on how much labelled data already exists.
Yes, and we sign an NDA before you send any of it. Your data trains your model only; it is never pooled with another client's and never used to train a public model.
Yes. Modern models handle Swahili well, and we evaluate specifically on Swahili prompts before launch rather than assuming.
Then we say so. Roughly a third of the AI enquiries we receive are better solved by a database query and a report — and we would rather tell you that than sell you a model.

Ready when you are

Let us build the thing you keep putting off.

One call, no obligation, and an honest answer about whether it is worth doing.

Chat with us