Computer on Paytm’s own data — IT, People, Finance and Legal operations, one shared brain.




Computer unifies the systems behind all four Ops towers into one permission-aware shared memory, reasons over it, and acts back — the same loop you’re about to see live.
Every enterprise sits on trillions of tokens. AI agents work best with thousands. DevRev’s Memory bridges this 6-order-of-magnitude gap.
Stock objects link to custom objects and back — then every relationship traverses as one connected graph.
Most agentic platforms pile data into context windows. The larger the context, the higher the hallucination rate. DevRev inverts this with a dynamic Knowledge Graph — a real-time context engine.
DevRev's Knowledge Graph synthesizes real-time data across structured and unstructured sources - enabling dimensional clustering, temporal event clustering, and enhanced similarity analysis.
When AirSync ingests a source, it doesn't just copy the records - it captures each source's permissions and embeds them into every vector. So access rules travel with the data, instead of being stripped away like most vector stores do.
The result: one assistant for everyone, yet each person only ever sees what they're allowed to - enforced at retrieval, with no extra config.
OneDrive · Unstructured

Salesforce · Structured

UNSTRUCTURED
STRUCTURED
HR ManagerAccess · HR only


Sales RepAccess · Sales + Finance


Everything you saw today runs on the platform already inside Paytm. The next step is a conversation, not a contract — which tower, which use case, what would make it real for your teams.
Every workflow step runs on AWS Lambda - an isolated, serverless function that's sandboxed and time-boxed. If a step hangs or errors, it fails out on its own without touching the core platform - so custom logic can never degrade the shared service.
Add capabilities from the Marketplace - connectors sync data in via AirSync, and MCP lets agents call live external tools. Install what you need, public or private to your org - no core changes.
BigQuery
Every add or update to the Knowledge Graph - from AirSync or your apps - is captured as a point-in-time snapshot. Stacking these over time turns the graph into a time-series history, so you can query trends, deltas & "what changed when" - not just today's state.
GCS export
Scheduled jobs roll up the raw snapshots into pre-aggregated summary tables - counts, trends & rollups per metric. Instead of scanning millions of rows live, the AI reads a compact, ready-made summary - so time-series questions answer in milliseconds, not minutes.
DuckDB · Edge
The summaries are small, so charts and reports are built right where you view them - no trip to a far-off database and back. That's why dashboards & 360° views open instantly, with no waiting and no extra cost, even across millions of records.






The only AI with native Shared Memory - so it truly understands your business: your data, how your team works, and how to move it forward. Connect your tools, then watch it reason across your live data.
images/computer_access.png
Across the desktop and mobile apps, plus the web version, Computer is there for you wherever, whenever. Chats, memory, and full context stay in sync.


images/agent_studio.pngAgent Studio turns these workflow layers into build agents that take action - skills in plain language, code optional. Already connected to Salesforce, Gmail, Slack & GitHub via MCP & native integrations.
Test in a sandbox against real data, deploy across email, Slack & WhatsApp, and keep a human in the loop when it matters - with automatic versioning, full audit logs & guardrails. Enterprise control, start-up agility.

