MNF Technologies
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AI PRODUCTS · INTELLIGENT AUTOMATION · CUSTOM ENGINEERING

Build useful technology.Make intelligence practical.

MNF Technologies builds its own AI products and engineers custom solutions for real business problems, from reading documents and routing approvals to keeping operations running.

Try Document Intelligence Build a solution
Read a real document in your browser, see the work flow, and keep people in control of every decision.
MNF / SYSTEM MAPSAMPLE
Workflow run#DEMO-01
  • Request received
  • Fields extracted
  • Human review
Awaiting approval01 / 03
SIGNAL VOLUMEIllustrative
PRODUCT THINKINGAI + SOFTWARE + PEOPLE

How can we help?

Explore products

For when
You have a common problem such as document checks, approvals or incident triage.
You get
Try it in the playground, then discuss a pilot shaped around your process.
Try Document Intelligence

Automate a workflow

For when
A recurring process takes too much manual effort or keeps getting stuck.
You get
Simulate the flow first, then a mapped process, an automation plan and a working prototype.
Explore Workflow AI

Build a custom solution

For when
You need software that fits your systems and way of working.
You get
Sketch the architecture in a few clicks, then a scoped proposal and a solution you own.
Build a solution
HOW A DOCUMENT GETS READ

From a crooked photo to clean data.

  1. A photo arrivesTilted, grey and noisy: what real documents look like.
  2. Clean it upStraighten the page and separate ink from paper.
  3. Read every wordOCR finds each word, with a confidence for each one.
  4. Find the fieldsLayout rules pick out the number, date, GSTIN and totals.
  5. Check the numbersThe GSTIN check character and the totals must agree.
  6. Clean, structured dataReady for your ERP, a spreadsheet or a reviewer.
Try it on your own document
USE CASES

Start from the problem.

Pick the situation closest to yours to see who it affects, what we would build, and the value we would aim for.

Document processing

Are people re-typing data from invoices, forms or contracts?

  1. Document in
  2. Extract
  3. Match
  4. Review exceptions
  5. Record updated
Who it’s for
Finance, procurement and admin teams
The problem
Information arrives in PDFs and emails, gets keyed in by hand and checked against other records one by one.
What we would build
Extract the fields automatically, compare them with your records and send only uncertain items to a reviewer.
Key capabilities
  • Field extraction with confidence scores
  • Matching against existing records
  • Exception queue for review
Value we would aim for
  • Less manual data entry
  • Errors caught earlier
  • Reviewers focus on exceptions
Start a brief for this Try the Document Intelligence demo
PRODUCT CONCEPTS

Built around real work.

Three product concepts for common, document-heavy and approval-heavy work. Each has a working demo you can try today.

MNF / PREVIEWDEMO DATA
Invoice INV-2481Northwind Industrial
Invoice total₹48,500
PO referencePO-7741
SupplierMatched
Illustrative interface · sample data only
AI · DOCUMENT WORKFLOWSConcept (stage 1 of 5: Designed and demonstrated with sample data in the browser)

Document Intelligence

Extract key fields from invoices and purchase orders, match them automatically and send only the exceptions to a person.

For: Finance, accounts payable and procurement teams handling invoices, purchase orders and similar documents.

Try the Document Intelligence demo
MNF / PREVIEWDEMO DATA
01
RequestForm received
02
ExtractFields parsed
03
ApproveHuman review
04
ResolveStatus updated
Illustrative interface · sample data only
AI · AUTOMATIONConcept (stage 1 of 5: Designed and demonstrated with sample data in the browser)

Workflow AI

Turn repetitive requests and approvals into trackable workflows with automation where it is safe and people where it matters.

For: Operations, admin and shared-service teams running recurring requests, approvals and handoffs.

Try the Workflow AI demo
MNF / PREVIEWDEMO DATA
Signals12
PriorityMedium
Queue latency+18%
Deploy completed14:02
Illustrative interface · sample data only
AI · OPERATIONSConcept (stage 1 of 5: Designed and demonstrated with sample data in the browser)

Ops Copilot

Group alerts, deploys and events into one readable investigation with suggested next steps for an engineer to decide on.

For: Engineering, IT operations and support teams responsible for keeping services running.

Try the Ops Copilot demo

These are concept demos using sample data, not released products. If one fits your work, we can shape a pilot around your process.

INSIDE THE CONCEPTS

See it working before you commit.

Small, working previews of extraction, workflow routing and an operations view. Every value is sample data.

INTERACTIVE · SAMPLE DATA
Extraction queueSample rows from a fictional review queue.
Open the concept
Documents in reviewSAMPLE
DocumentPOConfidenceStatus
INV-2481PO-774191%Ready to approve
INV-2493PO-778874%Needs review
INV-2502PO-779196%Ready to approve
INV-2511—58%Missing PO
Review outcomesSAMPLE
081614Matched5Review2Exception
Illustrative review outcomes: fourteen matched, five needing review and two exceptions.
LabelValue
Matched14
Review5
Exception2

Counts are written into this demo — they are not real usage figures.

HOW WE WORK

Six clear stages, no surprises.

Select a stage to see what happens, what you receive and the decision you make before moving on.

STAGE 01 OF 06

Discovery

Understand the workflow, the people in it and what a better outcome looks like.

  • Walk through the current process
  • Identify where time, errors or delays build up
  • Agree what success should mean
You receiveA short problem statement and success criteria
Decision pointIs this worth solving with software?

Each stage ends with something you can review and a decision you make before the next one starts. Stages are scaled to the size of the problem and agreed during scoping.

FROM IDEA TO PROPOSAL

Take an idea to your team.

Generate a one-page solution brief to share internally, then send us a project brief when you are ready to talk.

  1. 01Try the playground

    See concepts working, with simulated parts clearly labelled.

    Open the playground
  2. 02Generate a brief

    Get a one-page solution outline to share internally.

    Create a brief
  3. 03Send your project brief

    Tell us the problem, the outcome and your timeline.

    Start a brief
  4. 04Discovery & proposal

    A short call, then a written scope before any build.

    See the process
MNF Technologies

Solution brief: Document processing

Indicative concept brief. Not a proposal, quote or description of a deployed product.

For

Finance, procurement and admin teams

Problem

Information arrives in PDFs and emails, gets keyed in by hand and checked against other records one by one.

Solution concept

Extract the fields automatically, compare them with your records and send only uncertain items to a reviewer.

  • Field extraction with confidence scores
  • Matching against existing records
  • Exception queue for review

Workflow

  1. Document in
  2. Extract
  3. Match
  4. Review exceptions
  5. Record updated

Value we would aim for

  • Less manual data entry
  • Errors caught earlier
  • Reviewers focus on exceptions

Implementation stages

  1. DiscoveryA short problem statement and success criteria
  2. ScopingA written proposal with scope, approach and estimate
  3. PrototypingA working prototype you can try
  4. ImplementationWorking software in a test environment
  5. ValidationValidation notes against the success criteria
  6. HandoverLive solution, documentation and source access as agreed

Assumptions

  • Documents follow a manageable number of layouts, and a sample set can be shared for testing.
  • A named person on your side can answer questions and review the prototype.
  • Scope, timeline and cost are confirmed in a written proposal after the scoping stage.
  • Any AI output that affects a decision is reviewed by a person.

Next steps

  1. Send a project brief describing your current process.
  2. Join a short discovery call to walk through it.
  3. Receive a written scoping proposal before any build begins.
Contact: hello@mnfco.in
Click any text to make it yours.
Discuss this with us
WHAT YOU CAN EXPECT

An independent studio that is easy to work with.

MNF is an independent studio. These are the commitments behind every product concept and client project.

About MNF
Transparent about maturity

Every product shows its maturity, from Concept to In production, and every simulated demo says so.

Scope before build

You get a written scope and a decision point before any development starts.

Working software early

A prototype you can try, using realistic examples, comes before the full build.

People stay in control

Automation handles routine steps; people approve anything that matters.

Clear handover

Documentation, code access and support arrangements are agreed up front, in writing.

Right-sized

No extra infrastructure, licences or complexity until there is a real need.

SOLUTIONS

Engineered around your problem.

Alongside our products, we design and build AI, automation and software around your systems and process.

Request a custom integration
01

Intelligent document processing

Read invoices, receipts, forms and contracts into clean, checked data.

Problem, approach and components
02

Business process automation

Turn recurring requests and approvals into tracked, rule-driven flows.

Problem, approach and components
03

AI integrations

Add AI to the tools you already use, with guardrails and review.

Problem, approach and components
04

Custom AI applications

Purpose-built assistants and tools for one job, done well.

Problem, approach and components
05

Enterprise software development

Web apps, portals, APIs and internal tools built to last.

Problem, approach and components
06

Infrastructure automation

Repeatable deployments, monitoring and fewer late-night surprises.

Problem, approach and components
07

Data processing and integration

Move, clean and reconcile data between systems on a schedule.

Problem, approach and components
08

Workflow engineering

Design the process first, then the software that runs it.

Problem, approach and components
YOUR NEXT STEP

Have a problem worth solving?

A three-step brief takes about five minutes. We’ll reply with questions or a suggested first step, not a sales pitch.

Discuss your requirements