AI Chatbot Development

We design and ship multilingual, on-brand chat experiences that resolve customer issues, qualify leads, and automate internal workflows - safely and measurably.
Built with LangGraph, ReAct, Python, FastAPI, with RAG, tool use, analytics, and safety guardrails baked in. Deploy to web, apps, and messaging in weeks.
Policy‑aligned
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Multilingual
Production‑ready

Built with modern, proven AI technologies

Where chatbots deliver ROI

Start with one outcome – CSAT, conversion, or response time then expand once value is proven.

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Customer Support Bot

Instant answers with citations, ticket deflection, and smart escalation.

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Ecommerce Sales Bot

Guided discovery, PDP Q&A, cart assist, returns & order status.

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Lead Gen & Qualification

Formless lead capture, routing, and CRM enrichment.

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Internal Knowledge Bot

HR/IT answers from wikis & SOPs with source links.

Ops Workflow Bot

Execute SOP steps, create tickets, update systems with approvals.

Analytics Copilot

Query data, generate narratives & charts, schedule reports.

Core capabilities

Everything your chatbot needs to resolve, route, and act – from first message to outcome.

RAG with Citations

Answers grounded in your docs, with freshness rules and source links.

Tool Use & Actions

APIs, CRMs, ERPs safe actions with allow‑lists, schemas & audit logs.

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Intent & Routing

Multi‑intent detection, flows, and hand‑off to live agents when needed.

Safety & Compliance

Policy filters, PII masking, rate limits, and role‑based access.

Analytics & Evals

Tracing, dashboards, red‑team tests, and continuous improvement.

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Multilingual UX

Vietnamese, English, Thai, Chinese and more with tone control.

Channels & integrations

Meet users where they are. We integrate with your support stack and data sources.

Website widget
In‑app
WhatsApp
Telegram
Facebook Messenger
LINE
Slack
Microsoft Teams
Zendesk
Intercom

Our delivery process

1/6

Map intents, data sources, KPIs (CSAT, FRT, deflection).

Discover

2/6

Conversation flows, tone, guardrails, and escalation paths.

Design

3/6

RAG, tools, connectors, and automated tests/evals.

Develop

4/6

Canary rollout, A/B prompts, track metrics & feedback.

Pilot

5/6

Security reviews, cost/latency tuning, dashboards.

Harden

6/6

New intents, channels, and automation surface area.

Scale

Frequently Asked Questions

RAG with citations, freshness policies, evaluation datasets, and human feedback loops.

Yes. We enable safe tool calls (CRM updates, ticket actions) with approvals and audit logs.

Yes — Vercel, AWS, or your private VPC with secrets management.

A focused MVP can go live in 3–6 weeks depending on content and integrations.

Ready to launch your chatbot?

Let’s define the intents, wire your data, and deploy to your channels – with safety and analytics built‑in.