Yimla LLC • built for paper-first markets

Built for the messy middle of digitization.

When businesses still run on notebooks, paper forms, and WhatsApp chats, we build the bridge to clean digital systems. Not enterprise theatre. Practical transition.

Format In

Paper, receipts, chats

Bring the messy operational input exactly as it exists today.

Engine

AI parsing + workflow design

Extraction, cleanup, structure, and practical system thinking.

Format Out

Searchable systems people use

Exports, summaries, records, and tools teams can actually trust.

Transition Engine

From manual operations to usable software

3 live products
Fhola

Transform handwritten medical booklets into searchable, shareable digital records.

Step

Scan Your Records

Step

AI Converts to Digital

Doki

Turn handwritten chaos into structured clarity.

Step

Upload Image

Step

Select Template

Ngala

Your business notebook is now in WhatsApp.

Step

Send a message

Step

Ngala saves it

The Yimla approach

We are not selling “AI magic.” We are reducing the cost of becoming digital.

For many businesses, the challenge is not knowing they should digitize. It is the gap between the way work happens today and the software they can realistically adopt.

Before
Manual mode

Important operations stay informal because software feels too expensive, too heavy, or too disconnected from reality.

Important records trapped in notebooks, slips, and drawers

No easy search, audit trail, or shared visibility

Too much software overhead for small teams and informal workflows

After
Transition mode

People keep using familiar inputs, while the business gains cleaner data, better visibility, and stronger digital operations.

Capture messy real-world inputs without changing people’s habits first

Turn them into structured, searchable, shareable digital records

Create a gradual path from manual work to repeatable systems

Workflow

A connected transition workflow

Hover, focus, or tap each stage to see how the system moves messy inputs toward structured operations.

01

Capture

Images, handwriting, receipts, chat messages, and paper forms

Photos and scans
WhatsApp text and voice
Paper ledgers and forms
02

Interpret

AI classifies, extracts, structures, and reconciles what matters

OCR and parsing
Field extraction
Normalization and matching
03

Operate

Teams work with outputs they can search, export, and actually trust

Searchable records
Exports and summaries
Repeatable operating flow

The portfolio

Three products. One transition thesis.

Each product tackles a different place where manual operations break down: health records, operational documents, and business bookkeeping.

Fhola
01
Transform handwritten medical booklets into searchable, shareable digital records.

For patients and clinics where records live on paper. Snap a photo after each visit; AI turns handwritten booklets into searchable, shareable digital records. QR sharing, PDF export, family profiles.

E2EE Records

End-to-end encrypted medical records, images encrypted at rest.

AI-Powered

High accuracy even with difficult handwriting.

Fhola

Health records, digitized

Transform handwritten medical booklets into searchable, shareable digital records.

For patients and clinics where records live on paper. Snap a photo after each visit; AI turns handwritten booklets into searchable, shareable digital records. QR sharing, PDF export, family profiles.

For Families
For Healthcare Providers

AI-powered OCR for handwritten medical records

Secure sharing with QR codes and expiry controls

Family profiles with shared access

Step 01

Scan Your Records

Take photos of your handwritten medical booklets.

Step 02

AI Converts to Digital

Advanced OCR reads and digitizes your handwritten records.

Step 03

Search & Organize

All records become instantly searchable.

Doki

Handwriting to structured data

Turn handwritten chaos into structured clarity.

Upload photos of handwritten notes, receipts, or whiteboards. Doki converts them into clean documents or spreadsheets. Custom templates, collections, and reconciliation tools included.

Field Officers
Banking & Microfinance

Image to document or spreadsheet conversion

Custom templates and reference sheets

Collections for organizing conversions

Step 01

Upload Image

Snap a picture of your handwritten notes or receipts.

Step 02

Select Template

Choose a custom schema to extract exactly what you need.

Step 03

Export

Download as DOCX, PDF, or XLSX.

Ngala

Business ledger in WhatsApp

Your business notebook is now in WhatsApp.

A WhatsApp bot for small business owners. Log sales, expenses, and inventory through chat. Voice or images. Summaries and Excel exports on demand. No new app, no signup.

Traders
Small Shops

Sales and expenses via WhatsApp chat

Photo receipts scanning

Inventory summaries and Excel export

Step 01

Send a message

Type or snap a photo of your receipt in WhatsApp.

Step 02

Ngala saves it

Sales, expenses, and inventory are logged automatically.

Step 03

Ask for a summary

Request inventory or exports in your own words.

Trust & clarity

Frequently asked questions

How we think about adoption, privacy, and building for operational realities rather than idealized software environments.

Built around transition, not replacement

The point is not to force teams into heavyweight software overnight. The point is to create a path they can actually adopt.

Security-conscious products

Privacy, permissions, and careful sharing controls matter because these products touch sensitive operational data.

Designed for adoption

The core idea is not just digitization. It is usable digitization that people can adopt without changing everything overnight.

Start here

Bring us the messy part. We will map the bridge.

Whether you are dealing with handwritten health records, paper-heavy operations, or businesses managed through chat, tell us what reality looks like today.

We review the workflow you have today

We recommend the right Yimla product or implementation path

We follow up directly by email with concrete next steps

Direct contact

hello@yimla.dev
Tell us about your use case

Structured inquiries help us respond with better recommendations.