Automate any web app — even the ones without APIs
AI agents that drive real browsers through enterprise web apps using structured DOM perception — not screenshots. Reliable, headless, governed, and composable inside your broader workflows.
Built for Operations, RevOps, Compliance & Platform Teams
The Problem
Why manual triage doesn't scale
Critical Apps Have No APIs
Vendor portals, compliance filing systems, legacy ERP frontends, and internal tools built before the API-first era still run the business — but block automation.
60%+ of enterprise web apps lack a usable public API
RPA Bots Break on Every UI Change
Pixel-based RPA scripts and screen-scraping bots shatter the moment a button moves, a class name changes, or a vendor pushes a redesign.
Up to 40% of RPA maintenance effort goes to UI-drift fixes
Screen-Capture AI Leaks Sensitive Data
Screenshot-driven approaches send entire page images — including PII, account numbers, and customer data — to the model on every step.
Browser Bots Live in Isolation
Standalone scrapers and RPA tools cannot participate in multi-step workflows alongside your CRM, ERP, document AI, and approval gates.
70% of automation value comes from end-to-end orchestration, not single steps
Results
Measurable impact from day one
10–20×
Lower Token Cost Per Step
Text-based accessibility snapshots replace heavyweight screenshot tokens — making high-volume browser workflows economical.
100s
Concurrent Headless Sessions
No virtual displays, no GPU VMs. Run hundreds of parallel browser jobs on commodity compute.
Deterministic
Failure Modes
Every action returns a clear success or explicit error — no silent misclicks at the wrong pixel coordinate.
100%
Audit Trail Coverage
Every navigation, click, and form fill is logged with element, agent, and workflow step — compliance-ready by default.
Capabilities
Everything you need for intelligent triage
Structured DOM Perception
Agents see a semantic accessibility tree of every page — element roles, labels, and states — not pixels. Faster, cheaper, more reliable than vision-only models.
- Sense-reason-act loop over the live DOM
- Resolution-independent — works at any window size
- Resilient to CSS redesigns and layout shifts
Semantic Browser Actions
Agents issue typed actions — click element by reference, fill field, select option, navigate, upload — that Playwright executes deterministically against the DOM.
- No pixel coordinates, no mouse-curve guesswork
- Multi-tab and multi-window session management
- Explicit errors when an element moves or disappears
Vault-Backed Credentials
Credentials flow from FlowGenX's encrypted vault directly into the browser session. The LLM never sees passwords, tokens, or session cookies.
- Per-portal credential isolation
- OAuth, SSO, and basic auth handled by the platform
- Zero secret exposure in agent prompts or logs
Policy & Governance Built In
The same approval gates, rate limits, and policy enforcement that govern API connectors apply identically to every browser action.
- Human-in-the-loop approval for high-risk actions
- URL allowlists and SSRF protection
- Full audit trail with element refs and workflow context
Composable With 250+ Connectors
Browser steps slot into multi-agent workflows alongside CRMs, ERPs, document AI, databases, and messaging — data flows end-to-end without manual export/import.
- Mix browser steps with API calls, document AI, and approvals
- Pass extracted data into Salesforce, SAP, Snowflake, Slack
- Fall back to browser only when no API exists
Headless Parallel Execution
Built on Playwright with native headless mode — scale horizontally to hundreds of concurrent browser sessions without virtual desktop infrastructure.
- No display server, no GPU rendering overhead
- Linear cost scaling on commodity compute
- Ideal for high-volume scraping, monitoring, filing
How It Works
Three steps to automated triage
Step 1
Sense
Playwright captures a structured accessibility tree of the page — every interactive element, role, label, and state — and passes it to the agent as compact text.
Step 2
Reason
The agent reasons over the structured snapshot plus workflow context and business rules, then decides the next semantic action — without interpreting pixels.
Step 3
Act
Playwright executes the action against the DOM by element reference. The page updates, a fresh snapshot is captured, and the loop continues until the task is complete.
Explore More
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Drive any web app from your agentic workflows
Walk through a live browser-automation workflow — from accessibility-tree perception to governed multi-agent orchestration — with our solution team.