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Work

The problem, the work, the result

A selection of recent projects. Some clients can be named, others are covered by confidentiality agreements — so each case explains what wasn’t working and what changed, rather than showing a wall of logos.

What changed
  1. 40 min90 s
    Document search
  2. 4 hrs12 min
    Deploy
  3. volume−60%
    First-line tickets
  4. —8 wks
    Logistics live
File archive
2025 · AI

RAG search over a legal archive

A law firm with 15,000 unstructured documents. A pipeline with chunking and reranking, and a search interface designed for the partners.

A search that used to take 40 minutes now takes 90 seconds.

Refactoring a B2B SaaS

A PHP monolith that had four developers stuck. An audit, a gradual migration and six months working alongside the team.

Deploy time dropped from 4 hours to 12 minutes.

Server room
2024 · architecture
Production floor
2024 · e-commerce

Online ordering for a manufacturer

A WooCommerce product configurator with real-time pricing, automatically generated PDF quotes and a direct link to the company’s ERP.

Support agent for an HR SaaS

An assistant that handles first-line requests using the customer’s own account data, escalates to the team when needed and keeps a full log of every conversation.

First-line tickets fell by 60%.

Work bench
2024 · AI
Night street
2023 · operations

Last-mile logistics dashboard

Real-time tracking of fleet, couriers and deliveries on a single screen.

From kick-off to production in eight weeks.

AI readiness assessment for an SME

A review of the company’s processes, three use cases identified and a twelve-month roadmap. No development started until the return on investment was clear.

Technical drawings
2023 · consulting
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