AI projects

Designing and launching AI projects

From a rough idea to a live AI tool that people actually use. Chat assistants, AI agents, scoring models and internal tools, scoped honestly and shipped in weeks.

The situation

Why it needed building.

A lot of AI projects stall between the demo and daily use. The prototype is impressive, then nobody trusts it, it doesn’t connect to anything, and it quietly gets abandoned.

We design AI projects backwards from the job someone needs done on a Tuesday afternoon. Then we build the smallest version that does that job reliably, connect it to real tools, and launch it with the team.

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What we built

Piece by piece.

STEP 01Discovery

One workshop to find the task worth automating, and what “good” looks like.

STEP 02Design

The flow, the data it needs, where a human stays in the loop.

STEP 03Prototype

A working version in days, tested on real examples, not hypothetical ones.

STEP 04Integration

Connected to the CRM, inbox, calendar or database the team already uses.

STEP 05Launch

Rolled out with the team, with a short guide and a feedback channel.

STEP 06Iterate

We watch how it’s used and improve the prompts, rules and edge cases.

The workflow

Press run to see it work.

A simplified version of the real workflow, with sample data.

Workflow

Run logSample data

A typical launch

Idea to live tool in about four weeks.

Every project is different, but this is the rhythm most follow.

WEEK 1

Discovery & design

One workshop, one clear job to automate, success defined.

WEEK 2

Prototype

Working version tested on 20–50 real examples.

WEEK 3

Integrate

Connected to your tools, human review step added.

WEEK 4

Launch

Team rollout, guide, feedback loop, first improvements.

What changed

The difference it makes.

We only publish numbers clients have verified. These are the changes in how the work gets done.

Shipped, not shelved

Projects go live with real users, not just a demo video.

Trusted outputs

Clear rules, human review where it matters, and logs of what the AI did.

Built to change

Documented and easy to adjust as the business changes.

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Your next step

Let’s stop your leads from going cold.

Tell me how leads reach you today. I’ll map where they slip through, and what the system around them should look like. No pitch deck, just a plan.