Method
How to start with AI automation: map the work before the tool
Most AI projects pick the answer before anyone has asked the question. Here is the order we work in instead, and why it saves months.
Abdallah5 min read
Insights
Notes from the work
What we have learned mapping workflows and building AI systems: how to choose what to automate, what to leave alone and how to make it stick.
Topics
- Method
- Strategy
- Audits
- Systems
- Delivery
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On method, systems and delivery
Systems
How to integrate AI into the tools you already use
Why we connect your CRM, inbox and project board before adding anything new, and what a good integration looks like from the inside.
Wassim4 min read
Delivery
How to test an AI agent before launch: evals and guardrails
A demo proves it can work once. Here is how we check it works on your real cases, every time, before a customer ever meets it.
Wassim4 min read
Delivery
Why AI projects fail after the demo, and how to make them stick
Most AI projects end at the demo. Ours end when the system runs on real work and the team is comfortable owning it. What that takes.
Wassim4 min read
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