Multi-step AI agents that plan, call tools, and complete real workflows — with the evals, observability, and human-in-the-loop controls to deploy them safely.
Who this is for
We build teams around modern engineering ecosystems ensuring every developer is aligned with your stack, workflows, and delivery standards.
Graph-based Agents
Multi-Agent
Bespoke Agents
Tool & Function Call
Every engagement is led by senior practitioners. You meet them in the pitch; they ship the work.
Single-agent, multi-agent, and supervisor patterns chosen per workflow shape.
Function calling, MCP, retrieval, and side-effect-safe wrappers around your APIs.
Short and long-term memory designs that don't blow up tokens or accuracy.
Trajectory evals, step-level evals, outcome evals — measuring more than just the final answer.
Policy enforcement, blast-radius limits, and human approval steps for risky actions.
Full trace of every plan, tool call, and reasoning step — searchable and replayable.
Procurement workflow agent at a manufacturing client — humans approve, agent executes.
Every tool call signed, logged, and replayable — meets internal audit and SOC requirements.
Real production agents handling complex multi-system workflows in BFSI and logistics.
Numbers are real, names are sometimes changed at the client's request.
Challenge — Buyers spent hours comparing vendor quotes in email threads — no structured workflow or audit trail.
What we did — Multi-agent workflow for RFP parsing, vendor outreach, and summary memos with human approval gates. Cycle time down 58%.
Challenge — L1 tickets for password resets and access requests consumed 40% of desk capacity — simple automations never stuck.
What we did — Tool-using agents on ITSM + AD with HITL for risky actions. L1 auto-resolution reached 36% without SLA regression.
For well-scoped workflows with HITL — yes. We don't pretend they're ready for unsupervised autonomy yet.
Policy layers, scoped credentials, action allowlists, and mandatory human approval on irreversible actions.
Yes — via signed, audited, scoped wrappers. We never give an agent broad IAM permissions.
Free consultation
Drop your requirement and our expert will analyze further
Outlining it, we will build roadmap and connect with you
Further, finalize the approach and begin implementation
A 30-minute call with a senior engineer. No sales theatre — just a real assessment of fit, scope, and timeline.
