MSH Technologies

Practical AI, built into your product.

We add AI features to existing websites and apps, from chat over your data and smart search to content generation, designed around what your users need.

01Where we help

Sound familiar?

  • 01

    Competitors are shipping AI features

    Customers now expect AI help inside the products they use.

  • 02

    Demos do not survive real users

    A quick prototype works in a demo but fails on real data.

  • 03

    AI costs are unpredictable

    Usage grows, and the model bill grows faster.

02What we deliver

Everything it takes, handled.

  • 01

    Chat with your data

    Let users ask questions across their documents, records and history.

  • 02

    Smart search

    Search that understands meaning, not just keywords.

  • 03

    Content generation

    Drafts, summaries and descriptions generated in your product’s voice.

  • 04

    Classification & extraction

    Tag, sort and pull structured data from text and files.

  • 05

    Model selection

    The right model for each task, balancing quality, speed and cost.

  • 06

    Evaluation & cost control

    Tests, caching and limits that keep quality up and costs down.

ToolsOpenAIAnthropic ClaudeGoogle GeminiVector databasesNext.jsPython

04How we work

Understand first. Build with purpose.

  1. 01

    Discover

    Start with the work.

    We learn your business, audience and goals, then agree the scope together.

  2. 02

    Design

    Make it make sense.

    Page and screen designs for desktop and mobile, refined with your feedback before any code.

  3. 03

    Build

    Connect the moving parts.

    Clean, fast code or a CMS your team can edit, tested on real devices and browsers.

  4. 04

    Launch & care

    Ready for real life.

    Domain, email, analytics and search setup, followed by ongoing support.

Questions

Frequently asked.

Which AI models do you use?

We work with OpenAI, Anthropic Claude, Google Gemini and open-source models, and choose the right one for each task.

Can AI work with our private data?

Yes, with access controls so users only see their own data, and providers that do not train on it.

How do you keep AI costs under control?

We pick efficient models for each task, cache repeated work and set usage limits.

Your next move

What could work better?

A process that takes too long, a website that undersells you, or an idea ready to take shape. Tell us where you are and we will suggest a useful next step.

sohailhussain124@gmail.com