Capabilities - Powering your business with AI agents

We design and build production-ready agent systems that reduce toil, improve decision speed, and integrate cleanly with your tools.

Services that ship outcomes

We work hands-on with your team to deliver value quickly, then harden systems for reliability, safety, and long-term operation.

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Services - How we help

Clear engagements that improve capability (by doing) while delivering on your priorities.

Build capability by doing

We embed with your team to establish great practices while shipping production-ready agent workflows.

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Launch products and features fast

Rapid prototyping on real data, followed by hardening with evals, traces, and runbooks.

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Define strategy and make it happen

Align on outcomes, map workflows and systems, and pick the smallest loops that deliver measurable wins.

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Governance and reliability

Guardrails, approvals, permissions, and observability so autonomy stays safe and auditable.

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Expertise - Capabilities across the stack

The team mix you need to ship and operate agent systems in production.
Engineering

Product-grade systems: APIs, integrations, and dependable runtime behavior.

Design

Clear UX for human control: approvals, exceptions, and trust-building interactions.

Product & delivery

Outcome-led delivery with crisp scope, milestones, and predictable iteration loops.

DevOps

Deployments, environments, and operational readiness: logs, metrics, and runbooks.

AI & data

Tool-using agents, retrieval, evaluations, and safe automation over real systems.

Security

Least-privilege access, audit trails, and secure-by-default workflows.

Core building blocks - Agents. Tasks. Crews.

We design multi-agent systems as composable blocks that stay testable, observable, and safe in production.
Agents

Specialized workers with a role, memory, and scoped actions.

Tasks

Work units with clear inputs, constraints, stop points, and success criteria.

Crews

Cooperating agents coordinated with routing, ownership, and human oversight.

Agent design - Six properties we design for

Every agent is defined beyond prompts: role, scope, tools, and accountability are explicit.
Role
Focus
Integrations
Cooperation
Guardrails
Memory

This keeps agents reliable: scope stays bounded, actions stay permissioned, collaboration stays intentional, and memory and guardrails are designed—not bolted on.

Reference architecture - Not a single model — a system

A small loop you can extend for real workflows, not just single prompts.
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  1. Step 1
    Inputs
  2. Step 2
    Planner
  3. Step 3
    Actions
  4. Step 4
    Memory
  5. Step 5
    Evaluator
  6. Step 6
    Outputs

This is the smallest useful loop. Extend it with routing, state, permissions, and long-running runs.

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Let's Build Something Better Together

Partner with experts in AI agent systems to scale smarter and operate more efficiently.

Whether you're launching a new initiative or scaling an existing workflow, we're ready to support your journey.

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Our office

  • Bangalore
    9th floor, BLOCK D3, Manyata Tech Park Rd, Manayata Tech Park, Thanisandra, Bengaluru, Karnataka 560045