Document AIPublishedJun 18, 2026 · 6 min
Why OCR confuses O with 0 — and how context AI fixes it
Raw OCR reads "l988" as text. Gemini reads the invoice context and knows it means 1988. Here's the pipeline we use in DocMind.
Read more →Lab online · UTC+3API uptime: 99.9%Docs processed today: 847Active pipelines: 3Gemini queue: idle
Deepak · AI Developer · Riyadh
I turn messy data
into organized intelligence
Document AI, workflow automation, and production systems — built and shipped. DocMind converts your files. I automate everything else.
01
Upload anything
PDF scans, phone photos, Word, Excel — drop it in. DocMind accepts the mess.
02
AI reads context
MarkItDown + Docling extract text. Gemini fixes OCR errors using document meaning, not guesswork.
03
Get structured data
Clean tables, corrected fields, export-ready output. Save patterns for repeat formats.
Live AI operations floor
Your agents, working while you sleep
A full office of AI specialists — reading documents, fixing errors, routing files, and meeting on your behalf.
DEEPAK_AI_OFFICE // LIVE FEED — 6 agents activeREC
Stand-up · 6 agents
📄
📄
📄
📄
OCR
👁️
Scanning invoices…
OCR Agent
DOCLING
🔬
Parsing PDF structure
Docling AI
GEMINI
✨
l988 → 1988 corrected
Gemini Fix
ROUTER
📁
Routing to Excel template
File Router
AUTO
⚡
Triggering n8n workflow
Automation Bot
MEET
🤝
Sync with human client
Meeting Lead
Human overseer
You review · agents execute
Live pipeline demo
Messy scans → organized data
Watch raw OCR chaos get normalized, corrected, and structured — the same pipeline powering DocMind.
Raw OCR outputunstructured
lNV0lCE #2847GSTIN: 29ABCDE1234FIZSTota1: Rs. 4,5OONew DeihiQty: l2 pcsDate: O6/O3/2O25Ph: +966 57O847252ITEM DESC???
📄
MarkItDown
🔬
Docling AI
✨
Gemini Fix
Structured outputwaiting
Invoice #2847
GSTIN29ABCDE1234F1Z5
TotalRs. 4,500
CityNew Delhi
Quantity12 pcs
Date06/03/2025
Phone+966 570847252
StatusVerified ✓
Transparent pricing
Start at 5 SAR for 100 documents
Hourly, weekly, monthly, or yearly — pick what fits. Need your own deployment? Self-implementation packages available.
Most popular
Pay as you go
5SAR
per 100 documents
- ✓Full OCR + AI correction
- ✓PDF, image, Word, Excel
- ✓No monthly commitment
- ✓Perfect for small batches
Hourly
Custom
burst workloads
- ✓Dedicated processing window
- ✓High-volume same-day jobs
- ✓Priority queue
- ✓Ideal for digitization sprints
Weekly
49SAR
per week
- ✓Up to 500 documents/week
- ✓Saved format templates
- ✓Email support
- ✓API access optional
Monthly
149SAR
per month
- ✓Up to 2,500 documents/month
- ✓Pattern library
- ✓Priority correction
- ✓Dashboard analytics
Best value
Yearly
1,299SAR
per year
- ✓30,000 documents/year
- ✓All Pro features included
- ✓Custom templates
- ✓Dedicated support channel
Self-implementation
Let's talk
your infrastructure
- ✓Deploy on your VPS/cloud
- ✓White-label option
- ✓Custom integrations
- ✓Training & handover
Enterprise & custom volume? Contact Deepak for negotiation
Beyond documents
Automation in your workflow
Document AI is just the start. I build custom automation — bots, integrations, and AI pipelines that save hours every week.
⚡
Workflow automation
Connect your tools — email, WhatsApp, spreadsheets, ERP. Trigger actions when documents arrive or data changes.
🤖
AI agent pipelines
Custom LLM workflows for classification, extraction, summarization, and decision support in your business.
🔗
API integrations
REST/webhook bridges between your apps. MarkItDown, Docling, Gemini, DeepSeek — wired the way you need.
🏗️
Self-hosted deployments
Full stack on your VPS or cloud. Docker, nginx, SSL, monitoring — you own the infrastructure.
📱
Mobile + web apps
React Native, Next.js, NestJS — production apps like Sathi and DocMind, built from idea to launch.
📊
Document digitization
Bulk OCR projects, invoice processing, form extraction — hourly or project-based engagement.
Have a repetitive process? Let's automate it. Hourly consulting or fixed project quotes.
Discuss automation →Shipped products
Real projects, live in production
💫
SATHI
AI companion & dating platform
"Built end-to-end — mobile app, real-time matching, owner control desk, and AI-driven conversations at scale."
React NativeNestJS APILive production
Visit SATHI website →🧠
DOCMIND
Documents understood, not just scanned
"MarkItDown + Docling + Gemini pipeline that turns messy OCR into structured, corrected business data."
Next.jsPython workerOCR + AI fix
Visit DOCMIND website →AI lab notes
From the developer bench
Practical write-ups on document AI, automation, and shipping production systems — not hype posts.
DevOpsPublishedJun 14, 2026 · 8 min
Building a production MarkItDown + Docling stack on a $6 VPS
Docker Compose, nginx SSL, Redis queue, Python worker — full architecture for document conversion at scale without AWS bills.
Read more →LLMJun 10, 2026 · 5 min
Gemini vs DeepSeek for scanned PDF correction — benchmarks
We tested both on Hindi invoices, Arabic receipts, and English contracts. When to use each, and how to handle 429 rate limits.
Read more →AutomationJun 5, 2026 · 7 min
Automating WhatsApp order flows with NestJS + n8n
From customer message to warehouse pick list — a real automation pattern used in logistics workflows.
Read more →Let's build
Negotiate your plan
Self-implementation, enterprise volume, hourly automation consulting — reach out directly. I respond fast on WhatsApp.
$ contact --method whatsapp
→ Connected to Deepak AI Lab
Available for:
- · DocMind document processing
- · Custom automation projects
- · Self-hosted AI deployments
- · Hourly / weekly consulting
www.divadivya.cloud · Riyadh (UTC+3)