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AI · Agents

AI agent development,orchestrated across your business systems.

Agents that read inboxes, update CRMs, draft replies, and run multi-step workflows — with approvals where stakes are high.

Discuss your use caseSee portfolio

01 / Products shipped

250+

02 / Countries

30+

03 / Active clients

200+

04 / Building

8+ yrs

Agents overview

AI agent development intelligent automation with tool integration, audit logging, and approval controls.

We scope agents engagements around measurable outcomes: task success, resolution time, or revenue lift — then ship in weekly increments with demos your stakeholders can evaluate.

Agents deliverables

What we typically ship for agents.

  1. 01

    Task-specific agents

    Task-specific agents with documentation, monitoring, and handover your engineering team can extend.

  2. 02

    Tool & API connectors

    Tool & API connectors with documentation, monitoring, and handover your engineering team can extend.

  3. 03

    Approval checkpoints

    Approval checkpoints with documentation, monitoring, and handover your engineering team can extend.

  4. 04

    Scheduled & event triggers

    Scheduled & event triggers with documentation, monitoring, and handover your engineering team can extend.

  5. 05

    Audit logs

    Audit logs with documentation, monitoring, and handover your engineering team can extend.

  6. 06

    Failure recovery

    Failure recovery with documentation, monitoring, and handover your engineering team can extend.

Agents capabilities

Intelligence for agents with guardrails.

  • 01 · AI

    Multi-step planning

    Multi-step planning designed alongside policy, evals, and fallbacks so production behavior stays predictable.

  • 02 · AI

    Browser & API tools

    Browser & API tools designed alongside policy, evals, and fallbacks so production behavior stays predictable.

  • 03 · AI

    Human-in-the-loop

    Human-in-the-loop designed alongside policy, evals, and fallbacks so production behavior stays predictable.

  • 04 · AI

    Idempotent retries

    Idempotent retries designed alongside policy, evals, and fallbacks so production behavior stays predictable.

Agents stack & proof

Tools we deployin the wild.

Representative platforms for agents programs — matched to your cloud, compliance, and team skills.

See more work

Platforms & tools

  • LangGraph
  • n8n
  • Python
  • Redis
  • PostgreSQL
  • Zapier

Selected engagements

A glimpse of what we ship

Full portfolio
Why IML for Agents

Offshore depth, onshore clarity for agents.

  1. 01 · Edge

    Evals before launch

    We benchmark prompts, retrieval, and model routes against real tasks — not vanity demos.

  2. 02 · Edge

    Guardrails by default

    PII handling, refusal paths, rate limits, and human escalation are designed in, not bolted on.

  3. 03 · Edge

    Observable in prod

    Tracing, cost dashboards, and quality signals so you know when models drift or spend spikes.

  4. 04 · Edge

    You own the stack

    Prompts, pipelines, weights, and infra transfer at close — no black-box vendor lock-in.

See Our AI / ML engineering service for how engagements run.

Agents questions

Common questions about agents

  • Many pilots ship in 4–8 weeks after discovery, depending on data readiness and integration count.

  • Yes — we integrate hosted APIs, fine-tuned weights, or on-prem models your security team approves.

  • We design retention, redaction, and access controls up front — aligned to your compliance requirements.

  • We offer observability setup, eval refresh cycles, and optional managed support tiers.

Let's build

Turn your roadmap into living AI products.

Tell us what you want to launch — we’ll outline a practical path from first prototype to production, with milestones you can track and no forced long-term contract.

[email protected]
Book a discovery callWhatsApp us

Response time

Under 1 business day

Confidentiality

NDAs on request

First prototype

Often within a week