How we work

What a forward deployed engagement looks like

An engineer embedded in your team, from first prototype to production.

01

On-the-ground immersion

We embed with your team to understand the real problem, not the one written in the brief.

  • On-site and remote
  • We watch your real workflows
  • Scoping in days, not months
02

Prototype in days

We put a working tool in your hands before the first week is out.

  • Iterate with your users
  • Working software, not slides
  • We settle fast on what works
03

Build & integration

We build the custom software and wire it into the tools you already run.

  • Clean, tested code
  • Integrated with your systems
  • Robust line-of-business apps
04

Embedded AI

We embed AI assistants and automation where they actually save time, not for the demo.

  • Assistants on your data
  • RAG and automation
  • Claude and other LLMs
05

Production deployment

We don't stop at the prototype: we ship to production and keep it standing under real load.

  • Docker and CI/CD
  • Guided go-live
  • Monitoring and fixes
06

Handover & run

We hand control back to your team, with the docs and autonomy to run it without us.

  • Clear documentation
  • Team enablement
  • Support and improvements
Custom Software & AI Integration — TPMGE