Notes from the work.

Method, measurement and the occasional unglamorous finding. Written by the people who did the engineering, not by a marketing department describing it afterwards.

Written by: The engineering and research teams
Topics: Applied AI, data, earth observation, public systems
Cadence: When there is something worth saying

1 article in Data Engineering · clear

Data Engineering 4 Sep 2026 2 min

Ninety-eight per cent of a data programme happens before the dashboard

Institutions ask for a dashboard and discover they have bought a question. Here is the order of work that actually produces a number somebody is willing to sign.

Read

These notes come out of real engagements. If one of them describes a problem you have, say so.

Start a conversation What we build

Next step

Tell us the decision that is going wrong.

Not the technology you think you need. The decision, who makes it, and on what evidence. We will tell you plainly whether there is a system in it.

Start a conversation

info@assl.co.tz +255 000 000 000 Work with us