What We Build

What Our AI Chatbot Development Services Cover

AI chatbot development services cover the design, engineering, and production deployment of conversational systems built on large language models. In practice that means five distinct pieces of work: conversation design (what the bot handles and where it stops), retrieval engineering (connecting the model to your real documentation so answers are grounded rather than generated from model memory), systems integration (CRM, ticketing, order, and identity systems), escalation design (how and when the bot hands to a human, with context intact), and evaluation (measuring containment, accuracy, and escalation precision in production rather than in a demo).

The conversational layer is the easy part. Most of the engineering time on a real deployment goes into the other four.

This is different from buying a chatbot platform. Many platforms ship a working bot in days and are the correct answer for a large share of businesses. Custom development is what you buy when a platform's ceiling is blocked by your integration depth, your channel requirements, or your compliance constraints. We wrote a full ranking of the leading customer service chatbot platforms scored by production containment.

We Build on top of Leading AI & Voice Platforms
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Measurable Results

AI Chatbots can deliver results that can solve major pain points

Every business has different friction points. Sales needs lead scoring in Salesforce. Warehouse needs voice-activated inventory checks. HR needs instant policy answers in Slack. We build custom chatbots engineered to meet your requirements.

24/7

Continuous Throughput
Always Available

$300k

Annual Savings
Average Enterprise Savings

70%

Autonomous Ticket Resolution
Enterprise Customer Support

+140%

Return on Investment
Within 12-18 months

5x

Faster Response Time
From hours to minutes

100%

Custom Trained
No shared data
capabilities

Our AI Chatbot Development Services

We can build your AI-powered chatbot trained on your business and your brand voice and have it working for you in just a few short hours.

Personalized Experiences

Contextual AI with Memory

Your chatbot remembers previous conversations, understands context across sessions, and maintains conversation state.

Authentic Conversations

RAG-Powered Accuracy

Built for Customer Intent

Intelligent Routing & Handoff

Complex queries route seamlessly to human agents with full conversation history. The bot recognizes patterns and knows when to escalate. Your team handles what requires human judgment.

Continuous Learning

Self-Improving System

Every conversation makes the bot smarter. Our ML pipeline identifies patterns, updates responses, and adapts to new scenarios automatically.

Seamless Connections

Enterprise Integration

Connect to Salesforce, HubSpot, ServiceNow, SAP, and custom APIs. Your chatbot manages workflows and sits within an Agentic powered workflow in your existing systems.

Built for Customer Intent

Domain Experts

We train on your industry's terminology, compliance requirements, and unique workflows. Healthcare bots understand HIPAA. Finance bots know KYC. Your bot speaks your industry's language from day one.

chatbot architecture

Choose the Right Architecture for Your Use Case

There is no single chatbot architecture that fits every use case. We help you choose and implement the right approach based on your data, accuracy requirements, and budget.

LLM-Powered

General-Purpose Intelligence

Use foundation models (ChatGPT, Claude, Gemini) directly for open-ended conversations that require reasoning, summarization, or creative responses.

Our Generative AI Services -->

accuracy
Med
Time to Ship
Fast
hallucination
High

Broad language understanding out of the box

Fast to prototype, slower to make production-safe

Requires guardrails for hallucination control

Best for open-domain Q&A and content generation

Best for: creative assistants, internal copilots, and prototypes where flexibility outweighs strict factual grounding.

RAG-Powered

Retrieval-Augmented Generation

The model answers from your documents, not its training data. Every response is grounded in retrieved source material and can cite where it came from.

Our RAG Development Services -->

accuracy
High
Time to Ship
Med
hallucination
Low

Responses grounded in your real-time data

Auditable sources with every answer

Dramatically reduces hallucination risk

Best for customer support, compliance, and internal tools

Best for: customer support, internal knowledge bases, and any deployment where citations and traceability matter.

Hybrid

Multi-Model Orchestration

Combine retrieval, LLM reasoning, and deterministic logic in a single agent. Route queries to the right model or data source based on intent classification.

accuracy
High
Time to Ship
Slow
hallucination
Max

Intelligent routing between models and data sources

Mix structured APIs with unstructured knowledge

Agentic workflows with tool calling

Best for complex, multi-step business processes

Best for: operational copilots that span CRM, helpdesk, billing, and inventory where one agent acts on behalf of many systems.

How to Choose

Which Fits Your Needs? Chatbot, AI agent, or Rule-based bot

A chatbot responds. An agent acts. If you need a system that monitors inventory, generates purchase orders, evaluates supplier responses and processes payment without a human in the loop, that is AI agent development, not chatbot development, and it is a different budget and a different timeline.

Rule-based bot AI chatbot AI agent
Decision-making Scripted paths only Intent recognition and generated responses Autonomous, goal-directed action
Integration Single system API calls for data retrieval Multi-system orchestration
Human oversight None needed Escalation on failure Configurable autonomy with guardrails
Typical timeline 2–4 weeks 2–6 weeks 2–6 months
Best for FAQ, simple routing **Support, Q&A, guided journeys** End-to-end workflow automation
Use cases

AI Chatbots Built for Your Industry

Every industry has different compliance requirements, terminology, and customer expectations. We train chatbots on your domain from day one so they speak your language and follow your rules.

Customer Service & Support

Tier 1 & Tier 2 Automation

Resolve Tier 1 and Tier 2 tickets autonomously. Route complex issues to agents with full context — including chat history, account state, and a recommended next action.

40%

Avg. handle time reduction

4.5+

CSAT score maintained
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Ticket Triage

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Order tracking

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Returns & refunds

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Knowledge Base Q&A

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Agent handoff

E-Commerce & Retail

Browse · Buy · Retain

Guide shoppers from browse to buy. Recommend products based on intent. Handle pre-sale questions, sizing, availability, and post-purchase support in one flow.

+22%

Conversion lift on assisted carts

24/7

Multilingual coverage
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Product Recommendations

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Cart recovery

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Size & fit guidance

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Order status

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Loyalty programs

Healthcare & Life Sciences

HIPAA-Compliant by Design

Chatbots that handle patient intake, appointment scheduling, symptom triage, and benefits verification. Built with audit trails, BAA agreements, and PHI protection from the ground up.

HIPAA
Compliant deployments & BAAs
100%
PHI encrypted in transit & at rest
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Patient intake

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Appointment scheduling

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Symptom screening

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Insurance verification

Financial Services

KYC-Aware & Auditable

Bots that handle account inquiries, transaction disputes, and compliance workflows. Every response is auditable. Sensitive data is encrypted end-to-end and never stored in plaintext.

SOC2
Aligned engineering practices
E2E
Encryption on every transcript
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Account inquiries

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Fraud alerts

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KYC onboarding

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Transaction disputes

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Compliance workflows

Proof

Chatbots and Voice Agents We have Built

We have been shipping conversational AI since 2016. Four builds below, with the numbers we measured rather than the ones we would like to claim.

Supplier Discovery Chatbot for Meta

Woman at the Meta booth at a global supplier conference

Suppliers at Meta's global conferences self-registered by scanning their details into a React-based conversational application, then completed their profile in conversation with the chatbot. Responses fed a database that categorized and scored every supplier for real-time discovery. Built on AWS, Node.js and React, and delivered production-ready in eight weeks.

"They know a lot about the products they build on and were very responsive. Their project manager broke down barriers and explained all the intricacies of the custom software development effort in a way that was easy to understand.”

Jason Trimiew
former Group Head, Meta

Multilingual Voice App for Discovery Channel

Quizcovery was a voice trivia application for Alexa and Google Assistant, tied to Discovery Channel Latin America's TV program of the same name. We built it on our own ACE authoring layer, so a single content update propagated across every regional and language variant, and Discovery's team could update content without engineering involvement.

"The work was highly complicated and required a lot of planning, engineering, and customization. Their development knowledge is impressive.”

Costa Constantinou
Senior Product Manager, Discovery Channel

CharliBot

When You Need a Multi-talented Chatbot

Our no-code platform trains on your website and PDFs and goes live in about fifteen minutes. It crawls a domain, uploads documents, and you can exclude what you do not want indexed. You can brand it, and deploy to web, Slack, SMS, WhatsApp or Facebook Messenger and give it agentic features to connect to other services and resolve tasks faster.

See CharliBot
Security

Building to Meet the Highest Standards

Azumo is SOC 2 certified and focused on building solutions that meet the highest global standards for security and compliance.

  • SOC 2 Compliant Logo for Certified Nearshore Software Development Company

    SOC 2 Certified

    Annual audits ensure our security controls, availability, and confidentiality meet rigorous standards

  • Logo Images for CCPA and GDPR Compliance

    GDPR & CCPA Compliant

    Build for full data privacy compliance with right to deletion, data portability, and consent management

  • Logo Image for HIPAA Compliant

    HIPAA Ready

    Healthcare deployments with BAA agreements and PHI protection

  • Logo Image of a Lock representing  Secure Software Development

    End-to-End Encryption

    All data in transit and at rest protected with AES-256 encryption

Trusted Partner

A Proven Partner for Software Development

We give you senior engineers, data scientists, and cloud specialists who understand the problem and ship the solution. You get to market faster because the team is already aligned to your stack and your hours, from day one.

4.9

Vertified Client Ratings
Clutch, DesignRush

150%

Retention Rate
Annual growth in renewals

2016

Year Founded
San Francisco, California

100+

Customers
Fortune 100 to Startups

3.2+

Years and growing
Typical customer life

20+

Countries
Developers across Latin America
Award winning development
Logo for 3rd Party Award Provider - Clutch

Top AI Development Company
Top Software Developers
Top Staff Augmentation Company

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Top AI Development Company
Top Machine Learning Company
Top Staff Augmentation Company

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Top AI Development Company
Top Software Developers

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Top Software Development Company

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Top Software Development Company

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Impact Company of the Year

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Best in the West

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Hot Vendor for AI

Frequently Asked Questions

Azumo's chatbots stand out by integrating state-of-the-art Generative AI technologies, such as Large Language Models (LLMs) like OpenAI's ChatGPT, but are tailored to your use case with domain-specific training. This unique approach enables the chatbots to grasp and navigate the complex language and concepts unique to each business, providing precise, contextually relevant responses.

Yes. We integrate with Salesforce, HubSpot, Zendesk, ServiceNow, Intercom, Freshdesk, and custom APIs. Your chatbot can create tickets, update CRM records, route conversations to agents, and pull customer data in real time. We also connect to Slack, Microsoft Teams, and WhatsApp for omnichannel deployment.

RAG (Retrieval-Augmented Generation) connects an LLM to your real-time knowledge base so every response is grounded in your actual data rather than the model's general training. This dramatically reduces hallucinations and makes responses auditable. Most of our enterprise deployments use RAG as the core architecture because accuracy and trust matter more than conversational flair.

We build production-ready chatbots for customer service, e-commerce, healthcare, and financial services. Each bot is trained on industry-specific terminology and compliance requirements. Healthcare deployments are HIPAA-compliant with BAA agreements. Financial services bots handle KYC workflows with full audit trails and end-to-end encryption.

The investment in developing an AI chatbot varies greatly depending on the complexity, customization, and specific business requirements. We provide bespoke solutions tailored to each client's needs, ensuring optimal ROI. We also offer a very easy to use out-of-the-box solution called Charlibot which can be deployed to websites and social media platforms and trained quickly on your most relevant data.

Most of our chatbot development projects take between 2 to 6 weeks, depending on complexity and platform integration requirements.

These are services that help businesses design, build, and deploy automated chatbots using artificial intelligence, often powered by natural language processing (NLP) and large language models.

Yes. We build custom voice AI systems using real-time speech-to-text, LLM processing, and text-to-speech pipelines. Our voice solutions handle inbound calls, appointment scheduling, lead qualification, and receptionist workflows. We use Deepgram, ElevenLabs, and LiveKit alongside Claude and GPT-4o for low-latency voice interactions.