AI Solutions — Automate

AI Chatbots That Understand Your Business and Take Action

We build custom AI chatbots connected to your business knowledge, CRM, APIs and workflows — for customer support, sales, lead qualification and automation. A controlled business system with human oversight, not a black box.

Business Knowledge CRM & API Integrations Lead Qualification Human Handoff 24/7 Availability
Acts, not just talks
Guardrails on
AI AssistantConnected to your business
Can you tell me which plan is right for my company?
Based on your requirements, the Growth plan is the best fit. I have noted your details and can book a call if you like.
KnowledgeRetrieved
CRMCustomer Found
Product DBChecked
Lead ScoreHigh Intent
Human HandoffAvailable if needed
QUESTION UNDERSTAND RETRIEVE REASON ACT RESPOND
Since 2015 — a decade of building digital products
Durgapur, West Bengal — serving clients worldwide
Custom-built for your business, not off-the-shelf
Human oversight by design
The Problem

Your Customers Expect Instant, Intelligent Answers

Most businesses still answer the same questions over and over — slowly, inconsistently, and only during working hours. Here is what that costs you.

Repetitive Questions

The same pricing, status and how-to questions consume your team's day, over and over.

After-Hours Demand

Customers ask at night and on weekends — and wait until morning for a reply.

Slow Response Times

Every hour of delay is a chance for a customer to go to a faster competitor.

Lead Quality

Without qualification, your sales team chases tire-kickers while real buyers wait.

Information Silos

Answers live in different people's heads, documents and systems — no single source of truth.

Manual Qualification

Every lead gets the same slow, manual screening — or none at all.

Static Chatbots

Rule-based bots break on the first unexpected question and frustrate the customer.

Disconnected Systems

Your website, CRM and support tools do not talk to each other — so neither can your service.

The Difference

Traditional Chatbots vs. AI-Powered Chatbots

A rule-based bot follows a script. An AI chatbot understands your business — and acts on it.

Traditional Rule-Based Bot

Fixed decision trees, limited vocabulary

  • Breaks on the first unexpected question
  • Answers only what was manually scripted
  • No understanding of intent or context
  • Cannot connect to your live systems
  • Every new question means new development
  • Customers abandon it and look for a human

AI-Powered Business Chatbot

Knowledge-grounded, connected, action-capable

  • Understands natural language and intent
  • Answers from your own business knowledge
  • Connects to CRM, orders, bookings and APIs
  • Qualifies leads and takes real actions
  • Hands off to humans with full context
  • Improves as your knowledge and systems grow
Chatbot Types

Six Ways a Chatbot Can Work for Your Business

Every build is scoped to your goals. Most businesses start with one type and expand as they see value.

Customer Support Bot

Answers product, billing and how-to questions from your knowledge base, 24/7.

Who: Support-heavy businesses Example: "Where is my order?" answered instantly from your order system.

Sales Assistant Bot

Guides prospects through your offerings, answers objections and books meetings.

Who: B2B and high-consideration sales Example: Recommends the right plan and books a call into your calendar.

Lead Qualification Bot

Asks structured questions, scores intent and pushes only qualified leads to your CRM.

Who: Teams drowning in unqualified leads Example: Captures budget, timeline and need — then alerts sales with a score.

Knowledge Assistant Bot

A searchable, conversational layer over your documents, policies and internal wiki.

Who: Knowledge-intensive teams Example: "What is our refund policy for annual plans?" answered with a source.

E-commerce Assistant Bot

Helps customers discover products, compare options, track orders and resolve issues.

Who: Online stores and marketplaces Example: "Show me running shoes under ₹5,000" — with live inventory.

AI Agent

Goes beyond answering — plans multi-step tasks, uses tools and completes work end to end.

Who: Businesses automating workflows Example: Researches, compares options and books the appointment — with checkpoints.
Business Knowledge

Grounded in Your Business, Not Generic Training Data

We connect your chatbot to the sources your business already trusts — so answers reflect your real content, products and policies.

Website Content
PDFs & Documents
Help Center / FAQs
Product Catalog
CRM Data
Internal Wikis
Databases
Past Conversations
INGEST
PROCESS
INDEX
RETRIEVE
AI CHATBOT

Why This Matters

Retrieval-grounded answers mean the chatbot responds based on your content — and can point to where the answer came from.

  • Fewer invented or outdated answers
  • Answers update when your content updates
  • Clear sources you can review and correct
  • Guardrails keep it inside your approved scope
Tools & Actions

A Chatbot That Can Actually Do Things

Through a tool layer, the chatbot routes requests to your real systems — checking, creating and updating records with the permissions you define.

Customer

Asks a question or requests an action in natural language

AI + Tool Router

Understands intent, picks the right tool, applies your rules

CRM
Order System
Booking
Calendar
Payments
Inventory
Databases
Search
Internal APIs
"Where is my order #1234?"
Queries order API → returns live status and tracking link
"Book a demo for next Tuesday"
Checks calendar API → creates the event and confirms
"I want to upgrade my plan"
Reads CRM → explains options → logs the intent for sales
"Do you have this in blue, size M?"
Checks inventory API → answers with live stock and alternatives
Lead Qualification

Every Lead Screened, Scored and Routed — Automatically

The chatbot asks the right questions in a natural conversation, then hands your sales team leads that are ready to act on.

1

Greet & Understand

Opens the conversation and identifies what the visitor is looking for.

2

Ask Qualifying Questions

Need, budget, timeline, company size — woven into a natural dialogue.

3

Score Intent

Applies your qualification rules to score each lead's readiness.

4

Capture Details

Name, email, phone and context — captured without a wall of forms.

5

Route to CRM

Pushes the qualified lead to your CRM with the full conversation context.

6

Notify Your Team

Alerts the right person so high-intent leads get a fast response.

Example Conversation

I'm looking for a website for my clinic.
Great — do you need online appointment booking as well?
Yes, and we'd like to launch within 2 months.
Perfect. May I have your name and phone number so our team can share a proposal?
Sure — Priya, +91 98xxx xxxxx.
Thank you, Priya. I've shared your details with our team — expect a call within one business day.
Lead qualified → pushed to CRM → team notified
Support Automation

Resolve What It Can, Hand Off What It Can't

A clear resolve-or-handoff architecture keeps customers served and your team focused on what actually needs a human.

Customer Asks a Question

On any connected channel, at any hour

AI Attempts Resolution

Retrieves knowledge, checks systems, takes permitted actions

Resolved

Answer delivered, action completed, logged for analytics

Handed Off

Human agent receives the full conversation context

  • Instant first response — every conversation is acknowledged immediately, even at 2 AM.
  • Context carries over — humans never ask the customer to repeat themselves.
  • Every interaction logged — what was asked, what was resolved, what was escalated.
  • Continuous learning loop — unresolved questions become new knowledge entries.
Internal AI Assistant

Your Employees Get the Same Intelligence

The same knowledge-grounded assistant can serve your team — finding policies, answering onboarding questions and cutting down on "where is that document?"

Example: New Employee Onboarding

How do I apply for leave in the first month?
You can apply from day one via the HR portal. Here is the policy summary and the direct link — it takes about two minutes.
And what's the WFH policy for new joins?
New joins are on-site for the first 90 days, then hybrid. Here is the full policy document with the relevant section highlighted.

Permission-aware retrieval where implemented — employees see only the content they are allowed to access.

Policy & procedure lookup
Onboarding questions
IT support first line
Document summaries
Meeting preparation
Code & documentation search
Process guidance
Multichannel

One Brain, Every Channel Your Customers Use

The same knowledge, the same guardrails, the same integrations — delivered wherever your customers already are.

Website

Embedded chat widget on your site — the most common starting point.

WhatsApp

Meet customers where India already chats — support, sales and updates.

Mobile App

In-app assistant for your customers or your employees.

Social Media

Respond to DMs and comments on the platforms you use.

Voice

Conversational voice for calls — pairs naturally with our AI voice agents.

Email

Drafted and triaged responses for inbox-heavy workflows.

We only advertise channels that are actually supported in your build — you choose what makes sense for your customers.

Model Options

The Right Model for the Job — Behind One Orchestration Layer

Your chatbot is not locked to a single model. An orchestration layer routes each request to the option that best fits quality, cost, privacy and language — so you can change models without rebuilding.

Orchestration Layer

Routing, guardrails, memory and tool access — one control plane over every model option below.

Global Foundation Models

Leading commercial models for broad, high-quality conversation.

Open Models

Self-hosted options where data control and cost matter most.

BharatLM

Kirikaa's proprietary foundation for Indian business contexts and languages.

Fast / Low-Cost Models

Lightweight models for high-volume, simple interactions.

Domain-Tuned Models

Fine-tuned options for specialized vocabulary and workflows.

Hybrid Routing

Different models for different intents — the best of each.

RAG

Grounded retrieval from your knowledge

TOOLS

Actions through your systems

MEMORY

Context across the conversation

GUARDRAILS

Scope, tone and safety rules

AI Agent

From Answering to Acting: The Agentic Loop

An AI agent doesn't just respond — it pursues a goal. It understands, plans, uses tools, observes results and keeps going until the task is done or a human is needed.

1

USER

States a goal in plain language

2

UNDERSTAND

Parses intent, constraints and context

3

PLAN

Breaks the goal into steps

4

TOOL

Calls the right system or API

5

OBSERVE

Reads the result back

6

REASON

Decides the next move

7

ACTION

Executes with your permissions

8

RESULT

Delivers the outcome — or escalates

Book an appointmentChecks availability, compares slots, books and confirms.
Update an orderVerifies the order, applies the change, updates the system.
Research & summarizeGathers from your sources and returns a sourced summary.
Draft a responsePrepares a reply in your tone for human approval.
Escalate with contextHands off with a full summary when a human is required.

Agents operate with guardrails and human checkpoints — we define what it may do on its own and what always needs approval. See our AI Automation & Agents service for deeper workflow automation.

Human Handoff

Knows When It Shouldn't Answer Alone

A chatbot without a handoff is a trap. Ours is designed to recognize its limits and bring a human in — with the full context already gathered.

Conversation Starts
Can the AI handle this within its guardrails?
YesAnswers, acts, logs — and keeps watching for trigger conditions
NoHands off immediately with full conversation context
Mid-conversation: does a handoff trigger fire?
NoContinues autonomously within scope
YesSmooth transfer — the human sees everything so far
Customer asks for a human — always honored, no friction.
Sensitive or complex issue — complaints, legal, medical, financial advice.
Low confidence — the AI is not sure, so it does not guess.
Negative sentiment — frustration detected, a human steps in.
High-value opportunity — big deals get a human, fast.
Repeated failure — two failed attempts trigger a transfer.
Analytics

Every Conversation Is Data — and Data Makes It Better

We track what matters so you can see exactly how the chatbot is performing — and so we know what to improve next.

Conversations

Resolution Rate

Response Time

Lead Quality

Handoff Rate

Customer Satisfaction

Top Questions

Conversions

Channel Coverage

The Improvement Loop

CONVERSATIONS
INSIGHTS
IMPROVEMENT
BETTER AI
Security & Governance

Built Like a Business System, Not a Toy

Your data, your customers, your brand — the chatbot is designed with controls from day one. We discuss your specific requirements during discovery.

Data Privacy

Only the data the chatbot needs is used, and we discuss retention and handling with you.

Access Control

Scoped permissions for what the AI can read, write and trigger in each system.

Encryption

Data protected in transit and at rest across the conversation pipeline.

Audit Logging

What was asked, what was retrieved, what was done — reviewable after the fact.

AI Guardrails

Defined scope, tone and safety rules — the AI stays inside the lines you set.

Human Oversight

Triggers, approvals and handoffs keep humans in control where it matters.

Secure Deployment

Cloud, private cloud or on-premise — matched to your infrastructure and policies.

Governance

Clear ownership of knowledge, prompts and permissions — documented and reviewable.

Industry Use Cases

Where AI Chatbots Create Value

The pattern is the same everywhere: repetitive questions, scattered knowledge and systems that don't talk. The details change by industry.

E-commerce

Shoppers expect instant answers about products, stock and orders. A chatbot connected to your catalog and order system answers them — and keeps selling while you sleep.

Product DiscoveryRecommendations from your live catalog, with filters in plain language.
Order TrackingLive status, delivery updates and returns handling without a support queue.
Cart RecoveryGentle, helpful nudges when a customer pauses mid-purchase.

Real Estate

Buyers and renters ask the same questions about every property — and timing is everything. A chatbot qualifies interest, answers property questions and books site visits.

Property Q&ASpecs, pricing, availability and location answers from your listings.
Buyer QualificationBudget, location and timeline captured before your agents make a call.
Site Visit BookingScheduled directly into your team's calendar with reminders.

Education

Institutions get hundreds of admissions questions a day. A chatbot answers course, fee and eligibility questions and captures serious prospects for your counselors.

Course InformationCurriculum, duration, fees and eligibility — answered consistently.
Admissions FunnelProspect details captured and routed to the right counselor.
Student SupportTimetables, exams, documents and campus FAQs for enrolled students.

Healthcare

Clinics and hospitals can use chatbots for appointment scheduling, FAQs and pre-visit information — reducing phone load and no-shows.

AppointmentsBooking, rescheduling and reminders connected to your scheduling system.
Clinic FAQsHours, location, fees, documents needed — answered 24/7.
Pre-Visit InfoCollecting the right details before the patient arrives.

Chatbots in healthcare handle administrative and informational tasks only — they do not provide medical advice or diagnosis. Clinical workflows require appropriate professional review.

Banking & Finance

Financial institutions can automate routine inquiries — account status, branch info, product details — while keeping sensitive actions firmly under human and policy control.

Routine InquiriesBranch hours, product details and process guidance, answered instantly.
Document GuidanceWhat customers need for loans, accounts and applications.
Controlled HandoffsSensitive or high-value conversations routed to verified staff.

Financial chatbots operate under strict guardrails and do not provide investment advice or execute sensitive transactions without the controls your compliance framework requires.

Manufacturing

From dealer inquiries to internal knowledge, chatbots connect people to the right information and systems across plants, teams and processes.

Dealer & Order SupportOrder status, lead times and documentation for B2B customers.
Internal KnowledgeProcedures, SOPs and maintenance docs — searchable in conversation.
Alert TriageFirst-line triage of issues before they reach the right team.
Reference Implementation

How It Fits Together: E-commerce Shopping & Support Assistant

A representative architecture showing how knowledge, tools and handoff come together in one system.

E-commerce AI Shopping & Support Assistant

Reference Implementation

Product Discovery

Conversational search over your live catalog — filters, comparisons and recommendations in plain language.

Orders & Support

Live order status, delivery updates, returns and exchanges — handled through your order system.

Lead Capture

Wholesale, bulk or custom inquiries captured, qualified and pushed to your CRM with context.

Human Handoff

Complex or sensitive cases transfer to your support team with the full conversation attached.

Integration Architecture

Connects to the Systems You Already Run

The chatbot sits on top of your existing stack — reading and acting through secure, scoped integrations.

CRM

Leads, contacts, deal context

Order Management

Status, updates, returns

Booking Systems

Appointments, slots, reminders

Calendars

Availability, scheduling

Payment Gateways

Status, invoices, refunds info

Inventory

Live stock, variants, lead times

Databases

Scoped, read-safe queries

Search

Products, docs, knowledge

Internal APIs

Your custom systems and services

Email & Notifications

Alerts, confirmations, follow-ups

Development Process

From Discovery to a Chatbot That Keeps Improving

A structured process that keeps the business — not just the technology — at the center.

1

Discover

Understand your customers, questions, systems and goals.

2

Define

Scope the use case, channels, guardrails and success metrics.

3

Knowledge

Collect, clean and structure your business knowledge sources.

4

Conversation Design

Design flows, tone, qualification logic and handoff rules.

5

Integration

Connect CRM, orders, bookings and the systems it must act on.

6

Build

Assemble the model, retrieval, tools and guardrail layers.

7

Test

Realistic question testing, edge cases and handoff verification.

8

Deploy & Improve

Launch, monitor, refine knowledge and guardrails continuously.

AI Reference Architectures

Patterns We Have Designed for Businesses Like Yours

Reference architectures we have designed and refined — the starting points for most of our chatbot builds.

E-commerce

Shopping & Support Assistant

Catalog-aware product discovery, live order tracking and returns handling.

Real Estate

Property Lead Qualifier

Listing Q&A, buyer qualification and site-visit booking into the team calendar.

Education

Admissions Assistant

Course, fee and eligibility answers with prospect capture for counselors.

Healthcare

Appointment & FAQ Assistant

Scheduling, reminders and clinic FAQs — administrative tasks only, no medical advice.

Finance

Service Inquiry Assistant

Routine inquiries and document guidance with strict, controlled handoffs.

Manufacturing

Internal Knowledge Assistant

SOPs, procedures and maintenance docs — conversational search for plant teams.

SaaS

Customer Success Copilot

Product Q&A, billing help and feature guidance grounded in your docs.

These are reference architectures — conceptual patterns we design and refine for each client. We do not display client names or project details without permission.

Engagement Models

Start Where It Makes Sense for You

Four ways to work with us — from a focused pilot to a full enterprise assistant. All priced as custom quotes based on your scope.

AI Chatbot Pilot

One channel, one use case — prove the value fast.

  • Single channel (website or WhatsApp)
  • One focused use case
  • Core knowledge base setup
  • Basic guardrails & handoff
  • Launch + 30-day tuning
Custom Quote
Start a Pilot

AI Support & Sales Assistant

Customer-facing support and sales in one assistant.

  • Support + sales + qualification
  • Order/booking tool integrations
  • Multi-language support
  • Human handoff workflows
  • Performance reporting
Custom Quote
Get a Proposal

Enterprise AI Assistant

Customer + internal assistants at scale.

  • External + internal assistants
  • Permission-aware retrieval
  • Deep system integrations
  • Security & governance setup
  • Private cloud / on-premise options
  • Dedicated improvement program
Custom Quote
Talk to Us
Why Kirikaa Digital

Why Businesses Choose Us for AI Chatbots

We have spent a decade building digital products — and we build AI the same way: as reliable business systems, not demos.

01

Business-First Design

We start with your goals, customers and systems — the model is a detail, not the product.

02

Knowledge-Grounded Answers

Retrieval from your own content means answers that reflect your business — with sources you can check.

03

Real Integrations

CRM, orders, bookings, calendars and APIs — the chatbot acts on your actual systems.

04

Human Oversight Built In

Triggers, approvals and handoffs keep people in control exactly where it matters.

05

Security & Governance

Access control, encryption, audit logs and guardrails — designed in from day one.

06

Multichannel Delivery

One brain across website, WhatsApp, app, social and voice — where your customers are.

07

Measurable Analytics

Conversations, resolution, lead quality and handoffs — tracked and reported plainly.

08

Continuous Improvement

Launch is the start. We refine knowledge, guardrails and integrations as usage grows.

FAQ

Frequently Asked Questions

Straight answers about how AI chatbots work, what they can do, and what to expect from a build with us.

What is an AI chatbot?

An AI chatbot is a conversational system that understands natural language, retrieves information from your business knowledge, and responds to customers — 24/7 across channels like your website, WhatsApp, or mobile app.

How is this different from a rule-based chatbot?

Rule-based bots follow fixed decision trees and break when a customer asks something unexpected. AI chatbots understand intent, retrieve relevant knowledge, and handle a much wider range of questions — while still following the guardrails you define.

What can your AI chatbots do?

They can answer questions from your business knowledge, qualify leads, capture details, check order or booking status, take actions through your systems, and hand off to a human when needed.

How does the chatbot learn about my business?

We connect it to your knowledge sources — website, documents, help center, product catalog, CRM — through a retrieval pipeline. The chatbot answers based on your content, not generic training data.

Can it connect to my CRM and other systems?

Yes. Through APIs and integrations, the chatbot can read from and write to systems like your CRM, order management, booking, calendar, and payment platforms — so it can act, not just talk.

Can the chatbot qualify leads?

Yes. It can ask structured questions, score intent, capture contact details, push qualified leads to your CRM, and alert your team — so your sales people spend time on leads that matter.

What happens when the chatbot cannot answer?

It recognizes its limits. Based on the triggers you define — low confidence, sensitive topics, customer request — it hands the conversation to a human with full context, instead of guessing.

Which channels can the chatbot work on?

Common channels include your website, WhatsApp, mobile app, social platforms, and voice. We only advertise channels that are actually supported in your build — you choose what makes sense for your customers.

Can it work in multiple languages?

Yes. Modern language models handle multiple languages, and we can tune the chatbot for the languages your customers actually use, including Indian languages where relevant.

Which AI models do you use?

We use an orchestration layer that can route to different model options — global foundation models, open models, or domain-specific foundations like BharatLM — depending on your requirements for quality, cost, privacy, and language.

What is BharatLM?

BharatLM is Kirikaa's proprietary model foundation for domain-specific AI, built to understand Indian business contexts and languages. It can power your chatbot where a domain-specific foundation is the right fit.

Is my data safe?

We build with data privacy in mind: access controls, encryption, audit logging, and guardrails on what the AI can see and say. We discuss your specific data requirements during discovery.

Who can access the data the chatbot retrieves?

Retrieval can be permission-aware where implemented — for example, an internal assistant can be scoped so employees only see content they are allowed to access. We design this per your policies.

Can employees use the chatbot internally?

Yes. Internal assistants help employees find policies, answer onboarding questions, get IT support, and summarize documents — with access scoped to what each person should see.

How long does it take to build?

A focused pilot can be live in weeks; a full business chatbot with integrations typically takes longer. We scope this honestly during discovery based on your knowledge sources and integrations.

What do I need to get started?

Your business goals, your knowledge sources (website, documents, FAQs), and access to the systems you want connected. We handle the rest — architecture, conversation design, integration, and testing.

How much does an AI chatbot cost?

We work on custom quotes. Pricing depends on scope, channels, knowledge sources, integrations, and deployment. Share your goals and we will send a tailored proposal.

Do you guarantee a specific resolution rate or accuracy?

No. Real-world performance depends on your content, questions, and systems. We build a measurable system, set baselines, and improve continuously — rather than promising a fixed number.

Can it take actions, not just answer questions?

Yes. Through the tool layer, the chatbot can check order status, create bookings, update CRM records, and trigger workflows — with clear rules about what it can do on its own and what needs approval.

How do you measure performance?

We track conversations, resolution, response time, lead quality, handoff rate, and customer feedback — and turn those insights into ongoing improvements to knowledge, conversations, and integrations.

Will the chatbot replace my support team?

No. It is designed as a controlled business system with human oversight. It handles the repetitive volume so your team can focus on complex, high-value conversations.

Can you build an AI agent that performs multi-step tasks?

Yes. Beyond answering, an AI agent can understand a goal, plan steps, use tools, observe results, and act — for example, researching, comparing, and booking — with guardrails and human checkpoints.

What happens after launch?

Launch is the starting point. We monitor conversations, refine knowledge and guardrails, add integrations, and improve the system based on real usage.

Do you work with small businesses?

Yes. We can start with a focused pilot — one channel, one use case — and scale as you see value. We will be honest about what a given scope can and cannot achieve.

How is this different from AI voice agents?

Chatbots handle text conversations across channels like website and WhatsApp. AI voice agents handle phone calls. Many businesses use both — text for support and sales, voice for calls and appointments.

Can you integrate with the systems we already use?

Yes. We integrate through APIs and connectors with CRMs, order systems, booking platforms, calendars, payment gateways, databases, and internal tools. If a system has an API, we can usually connect it.

Let's Get Started

Ready to Put an AI Chatbot to Work for Your Business?

Tell us about your business and what you want the chatbot to handle. We will come back with a tailored proposal — no pressure, no obligation.

  • Custom quote tailored to your scope
  • Knowledge, integrations and guardrails designed together
  • Human oversight built into every workflow

Prefer email? Write to [email protected]