Matlab Infotech
AI Integration Services
Add intelligence to your existing products without a rebuild.
We integrate LLMs, automation, and ML capabilities into your current systems to boost productivity, reduce costs, and delight users.
What we offer
A complete range of ai integration services capabilities delivered by specialists who own the outcome end to end.
LLM API Integration
Integrate OpenAI, Claude, or Gemini APIs into your existing product for summarisation, generation, classification, and Q&A features.
AI Chatbot Integration
Embed a context-aware chatbot into your product, trained on your documentation and connected to your live data.
Workflow Automation
AI-powered automation that handles repetitive tasks: data entry, document processing, email triage, and report generation.
Document Intelligence
Extract, classify, and summarise information from PDFs, contracts, invoices, and forms at scale using AI.
Recommendation Systems
Add personalised product, content, or user recommendations to your existing platform with minimal integration effort.
AI-Powered Search
Replace keyword search with semantic search in your existing app for dramatically better result relevance.
Business challenges we solve
Common problems our clients faced before working with us, and how we resolved them.
Before Matlab
- Manual processes that AI could handle instantly, draining team capacity
- Existing product falling behind AI-powered competitors
- Building AI from scratch is too expensive and risky
- No clear way to add AI without disrupting existing architecture
After Matlab
- AI automation handling repetitive tasks so your team focuses on high-value work
- AI features added incrementally to your existing product without a rebuild
- API-first integration approach reducing risk and time to value
- Clean integration layer that enhances your existing architecture
Our capabilities
Deep technical expertise across the full stack required to deliver your project.
Integrations
- OpenAI API
- Anthropic API
- Google AI
- Hugging Face
- Custom models
Use Cases
- Chatbots
- Document AI
- Summarisation
- Classification
- Translation
- Code generation
Automation
- Process automation
- Email AI
- Data extraction
- Form processing
- Workflow triggers
Data
- RAG pipelines
- Vector search
- Embeddings
- Knowledge base sync
Solutions we build
Real-world product types we have shipped for clients across industries.
Customer Support AI
AI that resolves tier-1 support tickets automatically with your knowledge base.
Contract Analysis
Extract key clauses, risks, and obligations from legal documents instantly.
AI Email Assistant
Draft responses, categorise, and prioritise emails automatically.
Content Generation
AI writing assistance for product descriptions, blog posts, and reports.
Data Extraction
Pull structured data from invoices, receipts, and forms at scale.
Intelligent Search
Semantic search across your product catalogue, docs, or knowledge base.
Personalisation Engine
Show each user the most relevant content, products, or actions.
AI Copilot
In-product AI assistant that helps users complete tasks faster.
Our development process
A repeatable, transparent delivery process that keeps you in control at every step.
Discovery Call
We learn your goals, constraints, tech stack, and timeline in a focused 60-minute session.
Scope & Proposal
Detailed scope, architecture overview, milestones, and a transparent fixed or T&M quote.
Design & Planning
Wireframes or technical design document reviewed and approved before a single line of code is written.
Agile Development
Two-week sprints with working software demo at the end of every cycle for real-time feedback.
QA & Testing
Automated and manual testing every sprint. No release ships without a clean QA sign-off.
Launch & Support
90-day post-launch warranty, CI/CD handover, and optional ongoing retainer for continued growth.
Technologies we use
Modern, battle-tested tools chosen for reliability, performance, and developer experience.
LLM APIs
Frameworks
Vector Search
Automation
Backend
Why choose Matlab Infotech
What makes working with us different from every other agency.
Dedicated Team
A focused team assigned exclusively to your project. No shared resources, no context switching.
Agile Delivery
Two-week sprints with working demos every cycle so you always know exactly where your product stands.
Flexible Hiring
Fixed-scope, dedicated team, or hourly. Choose the engagement model that fits your budget and timeline.
NDA Protected
Full IP ownership and signed NDAs before any work begins. Your ideas stay yours.
Direct Comms
Slack-first culture with daily updates and a dedicated PM keeping you in the loop.
Post-Launch Support
90-day warranty on all launches plus flexible retainer plans to keep your product evolving.
Industries we serve
Domain knowledge across every major vertical, so your team never has to teach us the basics.
Engagement models
Three ways to work with us. Pick the model that fits your stage and budget.
Fixed-Price Project
- Agreed scope, timeline, and cost upfront
- Milestone-based payment schedule
- Ideal for MVPs and well-defined products
- No hidden fees or scope creep surprises
Dedicated Team
- Full-time team working exclusively on your product
- Monthly billing with no long-term lock-in
- Direct access to engineers and daily standups
- Scale the team up or down each month
Time & Materials
- Flexible scope with weekly billing
- Ideal for exploratory or fast-changing products
- Start immediately with no lengthy scoping phase
- Full visibility into hours logged and tasks completed
What clients say
“Matlab Infotech delivered exactly what they promised, on time and without surprises. The code quality was excellent and the team communicated proactively throughout.”
JJames Carter
CTO, HealthBridge Connect
“Working with Matlab felt like having an in-house team. They understood our product vision from day one and shipped features that our users immediately loved.”
PPriya Mehta
Product Lead, Finova
Frequently asked questions
Can you add AI to our existing product without rebuilding it?+
Yes. That is exactly what AI integration is. We add AI capabilities via APIs and microservices that connect to your existing system without disrupting current functionality.
How quickly can we see results?+
Simple integrations like adding a chatbot or document summarisation can go live in 2 to 4 weeks. More complex automation workflows typically take 6 to 12 weeks.
Which AI providers do you work with?+
OpenAI, Anthropic, Google, Cohere, and open-source models via Hugging Face. We recommend the right provider based on your use case, budget, and data privacy requirements.
Will our data be used to train AI models?+
We configure API calls with data opt-outs where providers support it. For sensitive data, we use on-premise or VPC-deployed models to ensure your data never leaves your environment.
How do you measure ROI on AI integration?+
We define success metrics before starting: hours saved, ticket deflection rate, conversion lift, or error reduction. We build dashboards to track these from day one.
Can you automate our internal business processes with AI?+
Yes. We identify repetitive workflows, design AI automation, and implement it with human-in-the-loop controls where needed for accuracy and compliance.
Let's Collaborate
Tell us about your project and we'll come back with a plan, a timeline, and a quote.