AI & Automation · Conversational AI

that actually understand your customers.

As a conversational AI development company, we build customer-facing chatbots, AI voice agents, and virtual assistants on GPT, Gemini, and custom fine-tuned models — delivering enterprise conversational AI solutions across web, mobile, and telephony.

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Custom AI chatbot development

Voice AI development services

Intent recognition & NLU training

Knowledge base integration

Multimodal AI integration

Analytics & conversation intelligence

80%

First-contact resolution

Queries resolved without handoff to a human agent.

20+

Languages supported

Multilingual bots with automatic language detection.

<3s

Response latency

Intent recognition to reply in under three seconds.

45%

Call volume deflected

Customer calls eliminated by AI-powered self-service.

Trusted by enterprises worldwideCMMi Level 3ISO 27001SOC 220+ Years

Why MetaDesign

Bots that resolve, not just respond.

Hire conversational AI developers — NLP, voice, and retrieval built by engineers who have shipped customer-facing AI at scale.

Context-Rich Conversations

Our custom AI chatbot development ensures bots maintain conversation history, understand intent shifts, and resolve multi-turn queries without losing context.

Multilingual by Default

Built-in support for 20+ languages with automatic language detection and culturally appropriate responses.

Voice-First Architecture

As a voice-first engineering firm, we use LiveKit, Twilio, and custom SIP integrations — our voice AI development services deliver agents that handle real phone calls with sub-second latency.

LISTEN.

UNDERSTAND.

RESPOND.

LEARN.

Customer Support

Resolve 80% of L1 queries autonomously — FAQs, order tracking, account management, and escalation.

Appointment Booking

Voice and text bots that schedule, reschedule, and confirm appointments with calendar integration.

Sales Assistance

Multimodal AI integration powers product recommendations, pricing queries, and guided purchasing — enterprise conversational AI solutions for commerce at scale.

Internal Helpdesk

IT support, HR queries, and policy lookups — reduce internal ticket volume by 60%.

Survey & Feedback

Conversational surveys with adaptive questioning that achieve 3x higher completion rates.

Patient Engagement

Healthcare bots for symptom triage, appointment scheduling, and medication reminders.

Our approach

Five stages,
paired end-to-end.

Predictable delivery. No black-box sprints.

Define

Map conversation flows, identify intents, and define success metrics for your specific use case.

Train

Fine-tune NLU models on your domain data — product catalogues, support tickets, and FAQ databases.

Build

Develop the bot with fallback logic, handoff protocols, and integration with your backend systems.

Test

Adversarial testing, edge-case validation, and human review of conversation logs before launch.

Optimise

Continuous learning from conversation analytics — intent accuracy, resolution rates, and user satisfaction.

Customer value

Why brands choose our conversational AI.

Resolution rates and customer satisfaction metrics that matter.

Higher automation rates

Eliminate repetitive tasks and free your team to focus on strategic work.

Measurable accuracy

AI models with tracked precision, recall, and F1 scores — not guesswork.

Faster decision-making

Real-time insights and predictions that accelerate business decisions.

Reduced operational cost

Automation that pays for itself within the first quarter.

Production-grade reliability

Guardrails, monitoring, and fallback logic built into every AI system.

Knowledge transfer

Your team learns to maintain and extend AI systems independently.

Technology

Tools our conversational ai
developers ship with.

We use what works. No vendor lock-in.

OpenAIGeminiClaudeRasaDialogflowLiveKitTwilioVonageWebRTCLangChainLlamaIndexPineconeWeaviatePython Node.js FastAPIWebSockets

By the numbers

400+

Engineers worldwide

200+

Active clients

20yr

Pure-play software

94%

Client retention

Engagement models

Three ways to work
with our Conversational AI team.

Scale up, scale down — zero procurement headaches.

Fixed-scope project

Start-to-finish delivery with total cost, timeline, and scope agreed upfront. Best for well-defined builds and launches.

BEST FORNew product launches

Dedicated team

A ring-fenced squad — PM, tech lead, engineers, QA — fully managed by us, embedded in your workflow.

BEST FORLong-running platforms

Staff augmentation

Plug senior engineers into your existing team and tools. You manage priorities, we deliver results.

BEST FORCapacity gaps & sprints

From the Blog

Asked first,
every time.

Don't see yours here? Send us the question — a principal engineer will reply within 24 hours.

Yes. Our custom AI chatbot development integrates with Salesforce, HubSpot, Zendesk, Freshdesk, and custom CRMs — the bot reads and writes customer data in real time, creating tickets, updating records, and pulling order history during conversations.

Yes. Our voice AI development services deploy agents via Twilio, LiveKit, and SIP integrations — handling real inbound and outbound phone calls with natural conversation flow, sub-second latency, and seamless human handoff when needed.

Graceful escalation to human agents with full conversation context and sentiment analysis, so customers never repeat themselves. The bot also logs unanswered queries for continuous training and coverage improvement.

Yes. Our Large Language Model (LLM) chatbot services ingest your knowledge base, support tickets, product catalogues, and internal documentation to train domain-specific NLU models using RAG (Retrieval-Augmented Generation) for accurate, grounded responses.

20+ languages out of the box with automatic language detection and script support. We fine-tune for accuracy in your primary markets and handle code-switching (users mixing languages) gracefully.

When you hire conversational AI developers from MDS, basic FAQ bots ship in 3–4 weeks. Complex multi-channel assistants with CRM integration and voice: 6–10 weeks. We deliver a working prototype within the first 2 weeks for stakeholder validation.

We track first-contact resolution rate, deflection rate, average handle time, customer satisfaction (CSAT), and cost-per-resolution. Monthly analytics reports show exactly how much the bot saves compared to human-only support.

Yes. We implement data encryption, access controls, audit logging, and configurable data retention policies. For healthcare clients, we ensure full HIPAA compliance including BAA agreements and PHI handling protocols.

Yes. As a conversational AI development company, we build transactional bots that process payments, modify orders, update subscriptions, and trigger backend workflows — not just answer questions, but complete actions securely within the conversation.

Custom AI Chatbot Development Across Leading Platforms

Deploy an AI assistant that never sleeps.

Tell us about your project. We'll come back with a plan, a timeline, and the right team — no obligations.

Book a Call

that actually understand your customers.