AI data entry that makes RPA obsolete
backed byLG Technology Ventures

Turn manual workflows into reliable AI automations.

730Open Source 
HIPAA
COMPLIANT
GDPR
COMPLIANT

B2B Use Cases

Observes screen actions, documents workflows, suggests automations.

Business Case

Delegate more work to an AI agent and let your employees work on more meaningful tasks

Annual Cost Comparison

Annual Productive Hours

Traditional Back-Office Staff

Core Tasks: Manual data entry, document processing, repetitive administrative tasks.

Annual Cost Breakdown:
  • Average Salary: $55,000
  • Benefits & Overheads (Taxes, Office, IT - approx. 35%): $19,250
  • Total Estimated Annual Cost: $74,250
Productivity:
  • Works ~8 hours/day, ~230 working days/year
  • Effective Hours: ~1,840 hours/year

Effective Cost: ~$40.35 per productive hour

Challenges:
  • Scalability tied to hiring
  • Prone to human error (avg. 1-5%)
  • Limited by work schedules & PTO
  • Requires onboarding & training time

Mediar AI Agent

Core Capabilities: Intelligent automation of data entry, document understanding, 24/7 workflow execution.

Annual Cost Breakdown (Example):
  • Credits Package: $12,000 (12,000 credits at $1/credit)
  • Minimal to no overheads
  • Total Estimated Annual Cost: $12,000
Productivity:
  • Works 24 hours/day, 365 days/year
  • Effective Hours: 8,760 hours/year

Effective Cost: ~$1.37 per productive hour

Advantages:
  • Rapid scalability on demand
  • Consistent, high accuracy (near 0% error)
  • Operates 24/7/365 without breaks
  • Quick deployment & continuous learning

Latest News & Updates

Stay updated with our latest presentations, interviews, and announcements

Presentation
September 2025

Building AI Agents for Legacy Windows Automation

Venue: Cohere Labs Multimodal Group

Speaker: Louis Beaumont

Presented at Cohere Labs Multimodal group on how Mediar.ai is developing AI agents that learn directly from human demonstrations to automate tasks in legacy Windows environments.

Key Highlights:

  • 10x faster implementation than traditional RPA
  • 100x faster runtime than inference-heavy agents
  • >95% success rate maintained
  • Deterministic execution with AI recovery
Announcement
July 2025

$2.8M Seed Round to Give AI Hands to Every Desktop

We're excited to announce our $2.8M seed round to accelerate the development of AI agents that can interact with any Windows application. This funding will help us expand our team and bring automation capabilities to legacy systems that power 90% of enterprise operations.

Key Highlights:

  • $2.8M seed funding secured
  • Expanding team and product capabilities
  • Bringing AI automation to legacy Windows systems
  • Enabling AI to interact with any desktop application
Legacy System Automation

Finally automate your most stubborn legacy systems

Mediar automates the "impossible-to-automate" software: 30-year-old mainframes, green screen terminals, desktop-only applications, and proprietary systems with zero documentation. If a human can click it, we can automate it.

Zero API Access
PDF Forms
Mediar
SAP GUI
Manual PDF processing → Auto-extract data → SAP GUI automation
Mainframe System
AS/400
Mediar
Excel
IBM i terminal → Automate keystrokes → Excel generation
No Modern APIs
Windows App
Mediar
Oracle DB
20-year-old software → Control mouse/keyboard → Oracle updates

The "impossible" systems we automate daily

COBOL mainframes from the 1980s
DOS-based accounting software
VT100 terminal emulators
Proprietary Windows 95 apps
Government legacy systems
Custom in-house tools with no docs
ROI Comparison

Save $100K+ annually on manual data entrySave 40+ hours/week with 99.9% accuracy

See how Mediar delivers 1-week deployment vs 6-18 months for traditional automation solutions.

🦕

Legacy RPA

UiPath, Power Automate

Avg. 6-18 month implementation

“If we can click it manually, we can automate it... eventually, expensively, and pray nothing changes.”

Brittle pixel hunting
Requires consultant army
Breaks with UI changes
🌙

AI Dreamers

ChatGPT Agents, Claude

20-95% success rate variance

“I understand everything! I just need 47 prompts and $200 in API calls to click that button.”

Amazing demos
Inconsistent execution
Expensive per-action costs

Mediar

AI-Native Automation

Live in 1 week • 99.9% reliable

“AI has the brain. We are the hands.”

OS-level accessibility APIs
1-week deployment
Self-healing architecture
Speed to Production
Legacy RPA
6-18 Months
AI Agents
Demo: 5min, Reality: 3mo
Mediar
⚡ 1 Week
Reliability
Legacy RPA
60-80% Success
AI Agents
Variable 20-95%
Mediar
🎯 99.9% Deterministic
Total Cost
Legacy RPA
$50K-500K+ Setup
AI Agents
$0.50-5.00 per task
Mediar
💳 Cost per execution + credits
Maintenance
Legacy RPA
Full Dev Team Required
AI Agents
Prompt Engineering Hell
Mediar
🔄 Self-Healing
Scalability
Legacy RPA
Vertical Only
AI Agents
Expensive Horizontal
Mediar
True Horizontal

The Three Pillars of Mediar Excellence

🔌

OS-Level Integration

Direct OS + browser accessibility APIs. Not relying on brittle vision like others - we use accessibility APIs like screen readers to read the raw OS level.

Deterministic Execution

Lightning-fast, 5s workflows, 100% deterministic

🎓

Expert Learning

Learns from human expert screen recordings for maximum reliability and efficiency - much more reliable than vision-based approaches

ROI Timeline

What this means for your business

1

Week 1

Automation running in production

$2,000 saved
2

Month 1

You've recouped your investment

$8,000+ saved
3

Month 3

Wondering how you operated without it

$25,000+ saved
4

Year 1

The automation success story everyone talks about

$100,000+ saved
🔥 Only 3 pilot slots remaining this month

Ready to stop dreaming and start doing?

We are the hands that let AI change the world. Today. Reliably. Profitably.

Transform repetitive data entry across your organization

Stop manual repetitive work across your business. Our AI handles file processing, form filling, and anything else so your team can focus on higher-value work.

Healthcare Claims & Records

Automate extracting patient data or claim details from PDFs and accurately populating fields in your legacy EMR or billing systems. Mediar learns your forms quickly.

Fintech & Banking Operations

Automate transferring customer information from application PDFs, KYC documents, or loan agreements directly into your core banking, compliance, or loan origination software.

Legal Document Management

Efficiently pull key clauses, dates, or party information from various legal document PDFs and log them into your Windows-based case management tools or document repositories.

Invoice & AP Automation

Process vendor invoices from diverse PDF formats by automatically entering amounts, dates, line items, and PO numbers into your desktop accounting or ERP software.

BPO & Service Delivery Enhancement

Empower your agents to handle higher volumes and improve accuracy by automating the transfer of data from client PDFs into various required Windows applications and internal systems.

Internal Form & Report Processing

Handle diverse internal HR forms, operations checklists, or compliance documents submitted as PDFs, automating data entry into your internal Windows tools, spreadsheets, or databases.

Accounting & Financial Data Entry

Streamline month-end closing by automating the entry of financial statements, bank reconciliations, and expense reports from PDFs into your accounting systems.

Real Estate Document Workflow

Accelerate property management by extracting data from lease agreements, appraisal reports, and inspection forms into your real estate software.

CRM & Sales Data Automation

Ensure your CRM is always current by automatically populating new leads, updating contact details, and logging sales activities from various PDF reports or forms.

Targeted Data Extraction from Complex PDFs

Isolate and extract specific data points like SKUs, serial numbers, or research data from dense, unstructured PDFs for input into analytical tools or databases.

Start automating your workflows today

Transform your manual workflows into automated processes with AI agents that learn from your team and execute with enterprise-grade reliability. Book a demo to discover your automation potential.

Mediar AI Assistant

Pilot Fee Refundable?