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MERN Solutions

01 · AI products & automation

AI that takes real work off your team

Start with one workflow that costs you hours every week. We build a working prototype on your own data, show you how it performs, and only then scope the full build.

What is included

What we do under ai products & automation.

  • 01

    Workflow automation

    Intake, routing, follow-ups and reporting that run without someone copy-pasting between tools.

  • 02

    Document processing

    Read, check and extract from invoices, ID documents, forms and PDFs, and flag the ones a person should look at.

  • 03

    Chat over your data

    An assistant that answers from your own documents and shows where each answer came from.

  • 04

    Agents with guardrails

    Tool-using agents with clear limits, human approval steps and logs, not a black box.

  • 05

    Evals and monitoring

    We test on real examples before launch and track quality, cost and speed after it.

  • 06

    Integrations

    Email, WhatsApp, CRMs, payment tools, internal databases and your existing web apps.

How it runs

From first call to handover.

  1. 1AuditWe map one workflow and decide where AI helps and where plain code is better.
  2. 2PrototypeA working version on your own data within about a week, so you see real output.
  3. 3BuildIntegrations, guardrails, evaluation and handover documents.
  4. 4RunLaunch, monitor, and optional monthly support to keep quality up.

Tools

What we use.

  • OpenAI API
  • Anthropic Claude API
  • Google Gemini API
  • RAG & vector search
  • OCR & computer vision
  • Python
  • Node.js
  • PostgreSQL

FAQ

AI products & automation: common questions

Scope, ownership, timelines and what happens after launch.

Still have a question? Ask on WhatsApp and we will answer directly.

How much does an AI automation cost?

It depends on how many systems it connects to and how sensitive the data is. We start with a short prototype so the numbers are real, then quote the full build after a free scoping call.

Is my data safe?

We only use the data needed for the task, keep keys in your own accounts, and can design the system so sensitive fields are not sent to a model. Tell us your constraints on the first call and we will say honestly what is possible.

Do we need clean data first?

No. Messy files are normal and are part of what the prototype tests. We would rather find the problems in week one than after launch.

Which models do you use?

Whichever fits the job and your constraints: OpenAI, Anthropic Claude, Google Gemini or open models, with plain code wherever a model is not needed.

Start a project

Tell us what you’re building.

One honest paragraph is plenty. We reply within one business day with a fit check and next steps, or an honest no.

Mon–Fri, 9 AM–6 PM PKT (UTC+5). NDA on request.

We reply within one business day. No spam, ever.

Tell us what you’re building