Commotion builds an AI operating system for large enterprises, and at the centre of it is a context graph: a live model of an organisation’s entities, the relationships between them, and the decisions taken across them, assembled from the systems that already run the business.

Most enterprise AI stops at retrieval over documents. We think the layer that matters next is structural — resolved entities, explicit relationships, and a record of every decision and the reasoning behind it. A dashboard tells you what happened. A context graph lets an agent work out what to do about it, and show its working.

We build this inside our clients’ own environments, where the data is real, messy and consequential. We are backed by Tata Communications, and we are early enough that the people joining now shape how this gets built.

About this roleThis is the engineer who sits between a client’s business problem and their data. You work out what the business is actually trying to decide, model the data so that decision is answerable, and write the logic that makes it true.



Then the application layer and the modelling work build on what you produced.
You are not building the ingestion platform — that exists, and other engineers own it. You are the one who understands a specific client’s data deeply enough to drive it correctly, and who automates what would otherwise be done by hand on every engagement.

What you’ll do
- Understand the business problem first. Sit with the people who own the outcome, work out what decision is being made, what question has to be answerable, and what data would have to be true for the answer to be trusted.
- Model the domain: the entities that exist, the relationships between them, the attributes that matter, and how the client’s source tables map onto all of it.
- Write the enrichment and derived logic — the objects and properties that do not exist in any source system and have to be computed, along with the backfill and the refresh that keeps them curr

📌 Hiring: Forward Deployed Engineer (Pushkar)
🏢 Commotion
📍 Pushkar