AI Operations Consulting

I automate your most painful manual operations using AI.

Not strategy decks. Not "someday AI." Working systems that replace repetitive work — delivered in weeks, not months.

How it works

1

Workflow audit

We identify your most time-consuming, repetitive operations — the ones your team dreads but can't skip.

2

Working prototype in 1-2 weeks

No mockups or slide decks. A working system, built on your actual data, running against your real workflows.

3

You see it work before you commit

Test it yourself. If it doesn't save meaningful time, you don't pay for the full engagement.

Recent work

VC / Financial Services

4,000 manual searches per year — replaced by one command

A venture capital fund screened portfolio companies across 8 sanctions databases, PEP checks, and adverse media in 3 languages. Every screening cycle meant 130 manual search-screenshot-save actions. Compliance couldn't scale without hiring.

95% time reduction
10 min per full screening
0 clicks required
Audit-ready output from day one
Healthcare / MedTech

3 spreadsheets replaced with a production CRM — in 2 weeks

A medical device startup tracked contacts, deals, and activities across disconnected spreadsheets. No pipeline visibility. No activity history. Team members worked from different versions of the truth.

2 weeks to production
<€50/mo running cost
178 automated tests
Custom-fit not a SaaS workaround
Fund Compliance / ESG

21-item DFI compliance package — assembled and approved

A VC fund needed a full Environmental & Social Management System to meet DFI standards for a major institutional investor's sign-off. 21 action items spanning policies, procedures, templates, and contractual provisions — all aligned to IFC Performance Standards. Manual assembly across Word, Excel, and PDF would have taken weeks.

21/21 action items completed
29 documents in final package
Approved institutional sign-off secured
Red-teamed adversarial review before submission
"If we could get anything similar to this, fully functional, would love it."
— CTO, medical device startup, after first demo of custom CRM

Who this is for

Startups scaling operations faster than they can hire — you need systems, not more headcount.

Companies with 50-250 people where AI feels like "someday" but the manual pain is happening today.

VC funds and financial services drowning in compliance workflows that don't scale.

Typical engagement

€2,500 — €5,000

Workflow audit + working prototype + handover. Most projects deliver in 2-4 weeks.

Ongoing support retainers available from €500/month.

Background

Previously: VC investor at Verge HealthTech Fund (€21M Fund I). The automation tools I built for my own fund's operations became the consulting practice.

I work solo, using AI-native development tools. No agency overhead, no SaaS dependencies, no vendor lock-in. You get senior-level attention on every engagement — not a junior handed a template.

Let's find your 4,000 searches.

30-minute call. We'll map your most painful manual workflow
and I'll tell you honestly whether automation makes sense.

Get in touch

Or connect on LinkedIn