01 / YOUR TAKEAWAY
An integrated workflow
The change built into how work actually happens, not a tool bolted alongside it.
AI Workflow Design & Implementation
Make useful AI part of everyday work.
Connect the right tools to your workflow, with human checks, clear permissions, and a way back if something fails.
Request a free workflow review →Free 30-minute review of one workflow. We reply to arrange a time; any full report or delivery is separately scoped.
Work directly with Dr Zak Ouzzif.
How do we make this work inside our business?
What you receive
An integrated workflow.
02 / YOUR TAKEAWAY
Appropriate models and tools
Selected for the problem and the confidentiality requirements — simplest effective solution first.
03 / YOUR TAKEAWAY
Evaluations and human review points
Defined checks, and the places where human judgment stays in the loop.
04 / YOUR TAKEAWAY
Documentation and operational ownership
Your team can run, change, and reason about it after we leave.
We agree the work, timing, and fee before starting. You can stop at the end of this engagement or choose a separately scoped next step.
Implementation options
Four distinct capabilities.
These are different services with different costs and risks. We name them separately and start with the simplest effective solution.
Private or offline AI
Deploy models in an environment suited to your confidentiality and connectivity requirements.
Business knowledge assistants
Connect AI to approved documents and systems.
Custom agents
Configure tools, permissions, instructions, and evaluations around a defined task.
Model fine-tuning
Adapt model behavior only when testing establishes a clear need.
Building an agent is usually workflow engineering and evaluation, not model training — consistent with Anthropic’s guidance on building effective agents. Training a model from scratch is a different service again, and rarely the right answer.
A rollout with explicit checkpoints.
Expected Illustrative working assumptions; adjust to your task.
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