How we think about building this stuff.
A small set of guides on the decisions that actually determine whether an automation, a CRM, or an internal system works. Written for the people making the call, not for other engineers.
These are maintained pages rather than a posting schedule. Each one is reviewed and updated as our own practice changes, and each links to the service page and the built systems behind it, so you can go from the reasoning to the thing itself.
- GUIDE · AI AUTOMATION
AI workflow automation: a playbook, not a pitch.
Most automation projects fail on scoping, not technology. This guide covers how to choose the first workflow, where the judgement line sits, what the architecture actually looks like, and how to measure whether it worked.
7 sections · operations leads, founders, and finance managers in the UAE
Read the guide - GUIDE · DOCUMENT INTELLIGENCE
Intelligent document processing, built to be checked.
Extraction accuracy is the part everyone asks about and the part that matters least on its own. This guide walks through the full pipeline - classify, extract, validate, review, record - and the design decisions that determine whether the output can be trusted.
5 sections · finance, admin, compliance, and operations teams handling high volumes of invoices, certificates, contracts, or licences.
Read the guide - GUIDE · CRM
Custom CRM or off-the-shelf? Decide on the object model.
The honest answer for most companies is a configured off-the-shelf CRM. This guide sets out the specific conditions under which that stops being true, and what a custom build actually costs you in obligations as well as money.
6 sections · sales leaders, founders, and operations managers evaluating CRM options
Read the guide - GUIDE · CUSTOM SOFTWARE
Build or buy? Buy, unless this is true.
Custom software is the right answer less often than software companies suggest and more often than software subscriptions suggest. This guide gives a defensible way to tell which situation you are in.
5 sections · founders, operations directors, and IT managers weighing a custom build against a SaaS subscription or an internal spreadsheet.
Read the guide - GUIDE · SECURE AI
Human-in-the-loop AI: designing the judgement line.
Adding a review step is easy. Designing one that people actually use, that catches the errors that matter, and that leaves a defensible record is the harder problem - and it is mostly an engineering problem, not a policy one.
5 sections · teams deploying AI into processes with financial, legal, safety, or regulatory consequences.
Read the guide - GUIDE · SECURE SYSTEMS
Secure internal software: the decisions that matter.
Internal tools get built quickly and secured later, which is precisely backwards - the decisions that determine whether a system can be secured are made in the first week. This guide covers which ones they are.
5 sections · teams commissioning internal systems: dashboards, portals, admin tools, and the business software that ends up holding everything.
Read the guide
