Not a data warehouse you migrate to — a living graph built from your existing systems, carrying the context no single one of them has alone.
The graph traverses your systems of record — ERP, CRM, loyalty, WMS — reads across all of them and writes results back. Nothing to migrate. Nothing to rip out.
It connects what you sell with who you sell to — product truth on one side, customer behaviour on the other, joined into a single map.
A database built to track Verma's orders can't tell you whether Verma qualifies for a credit waiver — those are different tables, different teams, different tickets. The graph already holds both. Same question, zero new joins.
A disconnected database looks up one thing at a time. A connected graph reasons across all of it in one pass — and that's the answer that grows revenue.
It can even recognise the same customer across IDs and channels — so revenue leakage and true demand become visible.
Here's how you know an answer is right: understand the question → pull the verified facts and check them against your business rules → answer, and show the receipts.
Agents answer from your verified, joined facts — not the open internet. Fewer hallucinations, answers grounded in what's true in your business.
The graph hands the model the exact slice it needs, not your whole dataset every query. Fewer tokens, lower cost, faster answers — a line item at enterprise query volumes.
The same joined truth behind every channel and agent, so answers don't contradict across surfaces.
Every answer respects who's asking — the graph only surfaces what a user is cleared to see.
Encrypted end to end, and your data never trains shared models. Your commerce stays yours.
Run it in cloud, private cloud, or your own enterprise environment — no change to the platform.
Auditability and policy enforcement built in, so every action is traceable and controlled.
The graph is the memory and the reasoning. The agents that act on it are built in the Graas Agent Foundry.
We'll map the Commerce Knowledge Graph onto your ERP, CRM, loyalty and WMS — and show where connected reasoning turns into revenue.

The System of Intelligence for Retail Commerce.
© 2026 Graas AI
Offices: Singapore | India | Indonesia | Malaysia | Philippines | Thailand | Vietnam