Guides

1. The recorder is allowed to be sloppy about ids

If the diff layer is going to throw away id tokens anyway, the recorder does not have to fight the OS to capture a stable one. It can take the id that is exposed today and let the next capture take a different id without ever raising a diff. This is not laziness; it is the specification.

RPA agent UI input layer: accessibility tree vs pixels, and the bet each one is making

Most guides to workflow automation tools rank Zapier, Make, n8n, and Power Automate by integration count. The honest first axis is the runtime surface the tool can reach. This guide names the four surfaces, shows the keystroke-level spec that decides which one your workflow actually lives on, and explains where each category stops working.

Skyvern pricing decoded: what a credit actually buys, and where it stops

A 2026 budget planner

1. Sales order intake from a customer PDF

A customer emails a PO as a PDF attachment. There is no EDI link and the buyer will not change. The OData CustomerInvoiceCreateRequest does nothing here because the data is not yet in ByDesign. UI-only: someone opens the Sales Orders WorkCenter, clicks New Sales Order, and types eight to twelve fields per line.

Free

$0/month. 1,000 credits, roughly 170 actions. CAPTCHA solving and basic support.

Layer 1. The web questionnaire

SIG, CAIQ, NIST 800-171, vendor RFPs, modern HTML or Excel-attachment forms. The answer is mostly text drafted from a knowledge base. The artifact is the submitted questionnaire export plus an answer-source log.

Meaning of robotic process automation: how the term split into two architectures

Most answers to this question stop at the analogy of a software worker that mimics a human. The mechanical answer is three layers: a six-event capture filter, a four-stage synthesis pipeline, and a four-strategy replay cascade. This page walks each layer with the open-source files that handle it.

SAP data entry automation: one journal entry, traced from PDF to F-02

Classified Infrastructure. Retried with 30s, 60s, 120s backoff (capped 600s). Common when a SAP application server bounces.

STATIC

Pin an explicit XPath selector on the node. Deterministic targeting. The fastest mode and the one that keeps a workflow reproducible across runs, until the page ships a class-name change and the selector breaks.

What robotic process automation actually is, traced through the source

Most explainers stop at

1. Capture the click and the tree

When you click, type, or navigate while Mediar is recording, the desktop agent stores the low-level event plus a compact YAML snapshot of the Windows accessibility tree from before the action and from after it. The tree is the same one screen readers consume, not pixels.

AI tools for filling complex compliance forms

Type

Mediar Ai

Mediar AI is a Windows desktop automation platform. Its AI runs once, offline, during recording, and then disappears from the runtime. The production replay engine is a deterministic Rust binary calling Windows accessibility APIs. This guide opens the source and shows the split.

Mediar.ai, Inc.

This page. AI desktop automation for Windows. Incorporated in Delaware, headquartered at 945 Market St, Ste 501, San Francisco, CA 94103. Founded mid-2024. Pre-seed, backed by Founders Inc and Seed Club Ventures.

What is Mediar? The recording-to-replay pipeline, opened up

The phrase

Where the AI in Mediar AI actually lives (and where it does not)

Most AI tools for compliance forms auto-draft answers in modern web questionnaires (SIG, CAIQ, vendor RFPs). The complex compliance forms regulators actually audit live in legacy Windows desktop apps (Epic, Fiserv, Guidewire, SAP GUI) with no API. This guide explains the split, names the primitives, and grounds the form-fill runtime in the open-source Mediar executor source.

Acceptable Use

Ai Ethics

Banking

Sync customer data across Jack Henry, Fiserv, FIS. Eliminate manual reconciliation and onboarding delays. Reduce onboarding from 8 weeks to 2 weeks.

Case Studies

Compare Mediar vs Competitors | ERP & EHR Automation

See how Mediar compares to UiPath, Power Automate, n8n, and other RPA tools. 99.9% reliability, 5-second workflows, competitive pricing.

Create Workflow

Detect the Citrix session

Why UIA selectors do not cross the Citrix ICA boundary, and how Mediar (powered by Terminator) automates Epic inside Citrix from the client side, with no VDA install required.

Error

Excel

Automate data entry from Excel spreadsheets into any legacy system. Works with SAP, mainframes, custom apps.

For UiPath Developers | Mediar

You know selector maintenance is a pain. What if it wasn

Glossary

Comprehensive glossary of automation, RPA, and enterprise software terminology.

Guides | Mediar

Guides on automating SAP, RPA workflows, compliance forms, and order-to-cash processes with AI agents.

Healthcare

Automate patient registration and clinical workflows in Epic, Cerner, eClinicalWorks, Veridigm, Greenway. Reduce wait times and registration errors. Save $210K/year.

Identify the workflow to automate

Step-by-step guide to automating SAP order entry, invoice processing, and other repetitive tasks using AI-powered desktop automation.

Imperial Treasure

Insurance

Eliminate manual work when customers submit insurance claims - from submission to adjuster assignment in under 2 minutes. Save $750K/year with 93% faster processing.

It Manager

Login | Mediar

Login to your account

Login | Mediar

Login to your account

Lottie

Oracle

Automate invoice processing in Oracle EBS. Extract data from PDFs and populate AP automatically.

Order

Pricing

Priority Waitlist

Privacy

Purchase Successful

Record or Program

Learn what Robotic Process Automation (RPA) is, how it works, its benefits and limitations, and how modern AI-powered automation compares to traditional RPA tools.

Rpa Consultant

Sap

Eliminate manual entry of sales transactions from your POS system into SAP for financial reporting and tax compliance. Save $80K/year with 93% faster processing.

SAP Order-to-Cash Automation

Automate order entry from POS systems into SAP. Eliminate manual data entry for sales transactions.

Security

Sign Up | Mediar

Sign Up for Mediar

Stage 1: Observation & Workflow Discovery

Mediar software (web-based or installed agent) observes user screen interactions on Windows machines. This captures detailed workflow logs, task durations, and identifies repetitive patterns, providing clear visibility into current processes and potential automation opportunities.

Terms

Truth over comfort

We tell you what works and what doesn