How do you prevent the chatbot from hallucinating?

We use RAG with citation grounding, confidence scoring, and output validation. Low-confidence answers are flagged or escalated rather than shown to users.

Which channels can you deploy to?

Web widget, Slack, Microsoft Teams, WhatsApp, SMS, and custom integrations. We recommend starting with one channel and expanding based on usage data.

Can the chatbot handle multiple languages?

Yes. We build multilingual chatbots using LLMs with native multilingual support, with per-language evaluation to ensure quality across all supported languages.

How do you measure chatbot quality?

Resolution rate, accuracy, hallucination rate, user satisfaction (CSAT), escalation rate, and average handle time. We set up automated eval pipelines from day one.

Service/Retail & eCommerce

AI Chatbot Development

Conversational AI that actually resolves queries — not just responds.

We build production-grade AI chatbots powered by LLMs, RAG, and custom knowledge bases. From customer support bots to internal helpdesks, every chatbot ships with evaluation, escalation paths, and human-in-the-loop safeguards.

Book a Discovery Call See case studies

Key outcomes

60-70% of queries auto-resolved without human intervention
Grounded answers with source citations, not hallucinations
Seamless handoff to human agents when needed

Delivery speed

AI-speed delivery

Chatbot architecture and conversation flow designRAG pipeline with your knowledge base integratedMulti-channel deployment (web, Slack, Teams, WhatsApp)Evaluation harness with accuracy and hallucination metricsHuman escalation queue and admin dashboardChatbot architecture and conversation flow designRAG pipeline with your knowledge base integratedMulti-channel deployment (web, Slack, Teams, WhatsApp)Evaluation harness with accuracy and hallucination metricsHuman escalation queue and admin dashboard

Who it's for

Built for teams that need this now

This service was designed around a specific kind of problem. If any of these sound like your team, you're in the right place.

Customer support teams

With high ticket volumes needing intelligent auto-resolution and triage

Product teams adding AI chat

Who want an in-app assistant grounded in product docs and user context

Internal IT and HR teams

Building employee helpdesks that can answer policy, benefit, and IT questions

Common triggers

Signs you need this

Most teams come to us after one of these moments. Recognise any of them?

Your support team is answering the same questions hundreds of times a month

You tried a basic chatbot but accuracy is too low for production use

Customers expect instant answers, not 24-hour ticket response times

You need a chatbot that cites sources, not one that makes things up

Your internal helpdesk is overwhelmed and engineers are pulled into support

Recognise two or more of these?

Let's talk - no commitment

30+

Products in production

“We treat every ai chatbot development engagement as a production commitment - not a prototype.”

- Thinkscoop Engineering

How we deliver

4 phases to production

Every engagement follows a structured delivery process with clear artifacts at each stage - so you always know exactly where you are.

Design01

Conversation Architecture

Intent taxonomy and conversation flowsKnowledge base audit and gap analysisChannel strategy (web, Slack, Teams, WhatsApp)Escalation framework and human handoff rules

Build02

Chatbot Development

RAG-powered chatbot with your knowledge baseMulti-turn conversation handlingCitation and source attribution systemAdmin dashboard for conversation review

Evaluate03

Quality Assurance

Evaluation harness with accuracy metricsHallucination rate measurement and guardrailsUser satisfaction scoringEdge case and adversarial testing

Deploy04

Production & Monitor

Multi-channel production deploymentReal-time monitoring dashboardAuto-escalation to human agentsMonthly quality report and tuning

Questions

Straight answers

The questions we get asked most often. No marketing spin - just clear answers.

Ask us anything

What you get

Every deliverable, spelled out

Chatbot architecture and conversation flow design

RAG pipeline with your knowledge base integrated

Multi-channel deployment (web, Slack, Teams, WhatsApp)

Evaluation harness with accuracy and hallucination metrics

Human escalation queue and admin dashboard

Ready to get started?

AI Chatbot Development starts with a 30-minute call.

No sales pitch. We'll scope your project, challenge assumptions, and tell you honestly if this is the right fit - before anything is signed.

Book a Discovery Call See relevant work