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AI · Chatbots

AI chatbot development,connected to your systems of record.

Support, sales, and internal copilots grounded in your knowledge base — with clear handoff to people when confidence drops.

Discuss your use caseSee portfolio

01 / Products shipped

250+

02 / Countries

30+

03 / Active clients

200+

04 / Building

8+ yrs

Chatbots overview

AI chatbot development conversational AI with retrieval, governance, and escalation to human agents.

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

Chatbots deliverables

What we typically ship for chatbots.

  1. 01

    Web & in-app chat

    Web & in-app chat with documentation, monitoring, and handover your engineering team can extend.

  2. 02

    Voice-ready flows

    Voice-ready flows with documentation, monitoring, and handover your engineering team can extend.

  3. 03

    Knowledge ingestion

    Knowledge ingestion with documentation, monitoring, and handover your engineering team can extend.

  4. 04

    CRM / ticket sync

    CRM / ticket sync with documentation, monitoring, and handover your engineering team can extend.

  5. 05

    Analytics & transcripts

    Analytics & transcripts with documentation, monitoring, and handover your engineering team can extend.

  6. 06

    Multi-language UX

    Multi-language UX with documentation, monitoring, and handover your engineering team can extend.

Chatbots capabilities

Intelligence for chatbots with guardrails.

  • 01 · AI

    Retrieval-augmented answers

    Retrieval-augmented answers designed alongside policy, evals, and fallbacks so production behavior stays predictable.

  • 02 · AI

    Intent routing

    Intent routing designed alongside policy, evals, and fallbacks so production behavior stays predictable.

  • 03 · AI

    Human takeover

    Human takeover designed alongside policy, evals, and fallbacks so production behavior stays predictable.

  • 04 · AI

    Feedback loops

    Feedback loops designed alongside policy, evals, and fallbacks so production behavior stays predictable.

Chatbots stack & proof

Tools we deployin the wild.

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

See more work

Platforms & tools

  • Next.js
  • WebSockets
  • OpenAI
  • Twilio
  • Zendesk
  • Intercom

Selected engagements

A glimpse of what we ship

Full portfolio
Why IML for Chatbots

Offshore depth, onshore clarity for chatbots.

  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.

Chatbots questions

Common questions about chatbots

  • 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