Mediar

Mediar's whole argument rests on one engineering decision: it drives the operating system's accessibility tree instead of taking screenshots and asking a vision model where to click. That matters because it changes what breaks. A pixel agent re-derives every target on every run, so a moved button is a failed run and a re-prompt; an accessibility layer reads the control itself, which is why Mediar can quote 99.9% deterministic reliability and claim self-healing when a UI shifts. Mediar's own comparison table prices the alternatives out loud: legacy RPA at $50K-500K+ setup and 6-18 months to production with a full dev team on maintenance, computer-use startups at $0.50-5.00 per task with sub-50% success and prompt-engineering overhead, and Mediar at a one-week deployment with per-minute execution cost. The second thing Mediar gets right is the buying motion. The $0 tier is the real open-source engine, self-hosted, with unlimited Gemini 3 Pro and Claude Code usage — you only pay $0.75/min when a deployed workflow actually executes. That is a genuine try-before-you-buy path for a category where buyers are used to five-figure quotes before anything runs in production. The $500/month Turnkey Service is the other half: Mediar's team develops the custom workflow, manages deployment, handles priority bug fixes on a monthly cadence, and gives you dedicated support. For an operations or finance team with no automation engineers, that is the difference between a tool and an outcome. Where this fits: SAP Business One A/P invoice and reconciliation work, SAP GUI and green-screen mainframe data entry, Epic Resolute through Citrix, Fiserv Premier/Signature/DNA core processes, insurance claims intake, EMR documentation and patient registration, bulk PDF extraction into Google Sheets, and complex compliance forms on Windows apps that will never get an API. Public case studies cited on the site include a restaurant-chain CFO describing a move from UiPath with 70% cost savings, an RPA consultant reporting $80k/year saved, and an IT manager at Imperial Treasure saying Mediar fixed things other RPAs couldn't. Where it doesn't: Mediar is Windows-only. It has no macOS, Linux or mobile story, and it automates desktop surfaces plus what's reachable through Windows — web-only and mobile-first tasks belong to a browser agent. Organizations that want a deep library of prebuilt SaaS connectors, rather than UI-driven automation against a screen, are shopping for a different product class. And teams already running cloud-native applications with real APIs should not buy a screen-scraping layer to talk to a system that will gladly accept a webhook. The honest caveat is that Mediar is early. A $2.8M seed round in July 2025 and a product surface that is still largely desktop-driven means you are buying into a young company, and the self-hosted path puts operational responsibility on you — you run the engine, you own the uptime, and you pay per minute of execution.