Agents that act - not just answer.
We build autonomous agents for sales, support and operations - grounded in your data, wired to your tools, and governed so they're safe to let loose on real work. Already deflecting routine load inside Edge CRM.
The full agent stack - not just a wrapper around a prompt.
Production agents need reasoning, tools, memory, controls and observability. We build every layer, owned and governed by you.
Goal-driven agents that qualify leads, resolve tickets and run ops steps end-to-end - with a clear stopping condition.
Planner, worker and reviewer agents that divide a job and check each other - coordinated, not chaotic.
Agents that read and write to your CRM, ERP, helpdesk and internal APIs - taking action, not just suggesting it.
Retrieval over your documents and data so answers cite reality - not a model's best guess from training.
Approval gates on high-stakes actions, so an agent drafts and a human signs - until you trust it to act alone.
Every step traced, every cost tracked, every output bounded - so production behaviour is never a black box.
From workflow to production in four moves.
We trace the real task a human does today, and where the agent earns its keep.
Retrieval and memory wired to your sources, so the agent reasons from truth.
Actions, approval gates and limits - the difference between a demo and a deployment.
Live with full tracing - we tune from real runs, not a sandbox.
Three pillars behind every agent we ship.
We start from your objective and ROI, not from a model. An agent ships only where it beats the status quo.
Built on cloud-native, MLOps-grade foundations - production assets, not prototypes that buckle under load.
You own the models, data and policy. Bias, privacy and audit are designed in - trust is non-negotiable.
Samvad-powered agents qualify leads, draft replies and log conversations straight into the pipeline - deflecting routine work so sales teams stay on the deals that matter.
See the product →An AI content engine localises one source of truth into 130+ country sites - agents adapt language, compliance and context everywhere a human team would have to.
Have a workflow an agent should own?
Bring it to the team that builds the product, the data and the guardrails around it.