Matlab Infotech
AI for Existing Systems
Layer intelligence onto what you run.
AI for existing systems is how we add intelligence without a rebuild. We integrate LLMs, automation, and ML into your current products — chatbots, automation, recommendations, and document intelligence.
Layer intelligence onto what you already run. We integrate LLMs, automation, and ML into your current products without a rebuild.
What We Offer
LLM & Chatbot Integration
Workflow Automation
Recommendation Engines
Document Intelligence
Model Fine-tuning
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
The tools we reach for in this area — chosen for performance, scalability, and long-term maintainability.
AI Stack
OpenAI
LLMs for chat, extraction, and generation.
Python
ML pipelines and integration glue.
LangChain
Orchestrating LLM workflows.
Common Use Cases
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
Let's Collaborate
Tell us about your project and we'll come back with a plan, a timeline, and a quote.