Skip to content
IMERGIX — home

AI-first product engineering

Turn business problems into systems that work.

IMERGIX combines AI, automation, and product engineering to help startups and growing teams launch products, remove repetitive work, and scale with less friction.

30-minute call · No pitch · Written summary after

Products we have built and shipped for our clients.

Four of them are written up as case studies. Open one to see how it was built.

How we work.

The longer version
  1. Day 0

    Understand the real problem

    A 30-minute call on the problem, the constraints and what good looks like.

  2. Week 1

    Design the smallest system that solves it

    A written plan: scope, sequence, and what we leave out.

  3. Week 2 onward

    Ship, measure, iterate

    Working software every two weeks, measured against the goal.

AI-first is not a chatbot bolted on.

We decide early where a model does real work in the system. Then we build the parts that keep it right in production.

  • Evaluation before rolloutRequired
  • Guardrails and refusal pathsRequired
  • Human-in-the-loop on high-cost decisionsBy design
  • Logging, tracing and cost ceilingsDay one
  • Deterministic fallback when the model failsAlways

Build useful systems. Automate real work.

Bring one problem that is costing you time. We will tell you whether it is worth building, and what it would take.

30 minutes · No pitch · A written summary afterwards