AI Chatbots That Actually Resolve, Not Just Reply
A chatbot that loops users in circles is worse than no chatbot. We build AI chatbots that understand your business, ground answers in your real knowledge base, hand off to humans cleanly, and earn the trust to keep using.
Crafted by UnfoldCRO
The Problem
Most AI Chatbots Fail Because They Were Built Wrong
Answers Made Up From Thin Air
Chatbots that hallucinate refund policies, product specs, or legal terms create real liabilities. Without retrieval grounding, every answer is a guess.
No Clean Handoff to Humans
When a chatbot cannot solve the problem, the user should reach a human in two clicks — not five. Most bots fail this single test and burn customer trust.
Outdated Knowledge Base
A bot trained on a six-month-old export does not know your new pricing, new policies, or new products. Without continuous sync, accuracy decays fast.
No Visibility Into What Is Working
Without per-conversation quality scores, deflection rates, and topic clustering, you cannot tell whether the bot is helping or hurting.
Chatbots That Earn the Right to Keep Talking
We design chatbots that ground every answer in your knowledge base, escalate cleanly to humans, log everything for review, and improve every week. Built to deflect real volume — not to pad a feature checklist.
Retrieval-augmented generation (RAG) over your real, continuously synced knowledge base
Smart handoff to humans with full conversation context and customer data attached
Tool use for actions (refunds, order lookups, ticket creation) with proper authorization
Safety guardrails: jailbreak resistance, profanity filtering, off-topic deflection
Per-conversation quality scoring, deflection metrics, and topic clustering
Building a Support, Sales, or Internal Bot?
Book a call. We will audit your knowledge base, scope the bot, and pilot a working version in 4 weeks.
What You Get
Your AI Chatbot
Chat Interface
Web widget, in-app chat, WhatsApp, Slack, or Microsoft Teams — whichever channels your customers actually use.
Knowledge Base Ingestion
Connectors for Notion, Confluence, Google Drive, Zendesk, Intercom, your CMS, or your database — with continuous sync.
Tool Use & Actions
The bot can do — not just say. Order lookups, refund processing, ticket creation, calendar bookings — wired with proper auth.
Human Handoff
Seamless escalation to your support tool of choice with conversation transcript, customer context, and AI-generated summary attached.
Safety & Quality Guardrails
Off-topic deflection, jailbreak resistance, PII redaction, profanity filter, and audit logs for compliance review.
Analytics Dashboard
Deflection rate, CSAT proxy, top-asked questions, knowledge gaps, and per-conversation quality scores so you know what to fix next.
How It Works
From Goal to Live Bot
Use-Case & Success Metric
What does the bot deflect, what does it never touch, and what does success look like in numbers (deflection rate, CSAT, time-to-resolution).
Knowledge Base Audit
We review your existing docs, tickets, and content. Most knowledge bases need cleanup before they are bot-ready. We do that work.
Bot Architecture
Model selection, retrieval design, tool surface, handoff rules, and channel integrations — all decided before code.
Implementation & Eval
Bot built, retrieval tuned, tools wired, guardrails in place. Tested against a golden conversation set with quality scored every iteration.
Pilot & Tuning
Pilot launch on a slice of traffic. Real conversations reviewed daily. Knowledge gaps and quality regressions fixed before full rollout.
Operate & Improve
Ongoing knowledge base sync, weekly conversation review, prompt tuning, and a roadmap of new tools and channels.
Typical results
Results That Speak
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Projects Delivered
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Industries Served
0%
Tickets Deflected
0%
Answer Accuracy on Eval Set
0%
Faster Time-to-Resolution
0
Channels Supported (Web, App, WhatsApp, Slack)
What Our Clients Say
Testimonials
Rajkumar Venkatachalam
E-Commerce Expert | Conversion & Retention Strategist | Co-Founder of Neidhal.Com, Neidhal.Com
Abhijith Shetty
Founder, Gubbachhi | MICAn | Digit Insurance, McCann, Dentsu, Lowe Lintas, Leo Burnett, Tech Mahindra, Gubbachhi
Surbhi Sarda
SEO Strategist | Guiding Brands for Local & AI Search Ready
Nikita Sharma
Founder | Guide Businesses in Brand Perception & Digital Experience, ICraftAds
Ajay Binani
AI Automation Systems Learner | Author & Speaker on Minimalism, Get You At
Samriddhi Nagdev
Founder - Artcetra Design Studio | Brand Identity Designer, Artcetra Design Studio
The Difference
Why UnfoldCRO?
Grounded Answers Only
Every answer is grounded in retrieved content. If the knowledge base does not have the answer, the bot says so — it does not make one up.
Handoff That Respects the Customer
We design escalation rules carefully. The bot does not loop, and humans receive the conversation with full context and a summary.
Action-Capable, Not Just Conversational
The bot can do — lookup orders, process refunds, book meetings, create tickets — with proper auth and audit logs.
Operate Like a Product, Not a Project
We do not ship and disappear. Weekly reviews, knowledge updates, and prompt tuning keep the bot earning its keep.
Frequently Asked Questions
Ready to Get Started?
Book a discovery call. We will scope your chatbot, project deflection rates, and propose a 4-to-12 week build plan.