Insights
Engineering notes from ateam that ships
What we learned building and running production platforms — written by the engineers who built them, not a content team. No gated PDFs, no lead-capture walls.
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Forecasting thatsurvives contact withreal kitchens
Our first demand model was 94% accurate in testing and useless in production. Here is what a working restaurant does to a forecast, and the four changes that made it hold up.
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Everything we have written
- Forecasting that survives contact with real kitchensWhat we learned taking demand prediction to work in the field.9 min read
Oplyra ERP 3.0: AI estimation and variation ordersHow we cut construction estimation time by nearly two thirds.8 min read
Why we build on Odoo instead of reselling itThe commission model quietly distorts platform advice. Here is our alternative.6 min read
Kaidova opens Middle East delivery deskLive overlap for GCC clients, staffed by the same senior team.3 min read
What we write about
Six lines of thinking
Every article belongs to one of these. They are the parts of the work we are asked about most.
Enterprise AI that ships
Use-case selection, data readiness, agents with governance, when not to use ML.
Platform architecture
Multi-tenancy, integration contracts, offline-first, modernisation without big-bang.
ERP & enterprise platforms
Implementation discipline, customisation traps, month-end close, Odoo vs build.
Delivery lessons
What went wrong, handovers, working across time zones, scoping to a number.
Enterprise UX
Designing for the operator who uses it forty times a day.
Company notes
Releases, hires, practice changes — factual, short.
Reading is one thing. Building is another.
If something here maps to a problem you actually have, thirty minutes with a solution architect will get you further than another article.