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For founders who want AI to do the work

Let AI do the busywork.
Keep people on the decisions.

I build AI workflows and agents that read, sort and act on your data. Rules where rules work, AI only where judgment is needed, and a human approval step for anything risky.

Book a free AI automation callReplies within one business day
AI Automation Build Plan2–3 days · from $500
What gets checked:
Which steps to automate first✓
Rules vs. AI, step by step✓
Model choice: hosted or local✓
Where a person approves✓
Verdict + fixed quote→
Fee credited in full if we continue. No obligation.
Sound familiar?

Teams usually come to me with one of these.

If your people spend the day copying, checking and sorting, that is work AI can take on.

“We copy data by hand.”Someone reads documents, websites or emails and types the results into a system.
“The chatbot only talks.”You want AI that updates the CRM, files the record or sends the follow-up.
“AI bills keep growing.”Every request calls a large model, even when a simple rule would do.
“Our data can’t leave.”Privacy or contracts rule out sending everything to a hosted AI.
“We don’t trust its answers.”Wrong output slips through because nothing checks it.
“The demo worked once.”It has to run every day, at volume, without someone watching it.
How it works

Four steps from stuck to shipped

STEP 1 · DAYS 1–3

Map the work

Which steps are rules, which need AI, and where a person signs off.

STEP 2 · THEN

Build the pipeline

Collection, extraction and checks, with confidence thresholds.

STEP 3 · THEN

Add the actions

Agents that act through your tools (CRM, email, databases) behind approval rules.

STEP 4 · ONGOING

Run & tune

Monitoring and a review queue as volume grows.

What you walk away with

Know what to automate before you pay to build it.

A step-by-step plan for your workflow, with the rules, the AI and the approvals marked, and a fixed quote.

✓ Workflow map: rules, AI and human steps✓ Model choice: hosted or local, with reasons✓ Review and approval points✓ Timeline and fixed quote✓ Everything in accounts you own
AI Automation plan — [Your workflow]Sample format
Rules6
AI3
Approval2
Match records to the databaseRules
Read supplier PDFsAI
Update the CRMApproval
Timeline and quote in the planFixed price
Honest verdictIf a rewrite beats a rescue — or a feature isn't worth building yet — you'll hear it in the plan, not after weeks of billing.
$500 credited backThe plan fee counts in full toward the build if you go ahead. No obligation if you don't.
You own everythingCode, accounts and IP stay yours. No lock-in to me or anyone else.
“

He has driven the project with autonomy and has a solution focussed mindset towards creating unique, cost-saving and data-smart solutions.

Pesql · AI · Data · 5.0 Upwork review
Related workSales · Real-time · DeliveredVerified sales leads from 130+ sources, checked before they ever reach the CRM.Read case study →SaaS · Local AI · Full SaaSScattered event pages became a searchable catalog, collected and de-duplicated automatically.Read case study →
AI Automation & Agents FAQ

Questions before we start

Yes, where cost or privacy calls for it. I have run local models in client work, Qwen 2.5 7B through Ollama and Phi-3 through llama.cpp, so there is no per-request bill from a hosted AI provider.

Rules first, AI second: rules handle the routine cases and a model only the judgment calls. A rules-first, AI-second design cut one client’s running cost by roughly 75%.

Checked output, confidence thresholds and approval rules. Anything uncertain goes to a review queue for a person, and risky actions wait for sign-off.

Yes. All code and IP transfer to you on final payment.