Independent business-effect verification
A run is judged by an out-of-band check of the system of record, such as a read-only API call, a SQL query, or re-reading the persisted record, not by the acting session declaring itself successful.
OpenAdapt vs browser-agent platforms
Browser-agent platforms combine web automation frameworks, language models, and often managed cloud browsers into a fast way to automate web tasks. For prototyping and web-only work they are excellent. OpenAdapt targets repeated, consequential workflows across browser, desktop, and remote surfaces with verification at the center.
Where browser-agent platforms are strong
- Very fast setup for web tasks: point an agent at a URL and useful behavior often emerges in minutes.
- Managed cloud-browser infrastructure removes the burden of running and scaling browsers yourself.
- Strong fit for scraping, research, monitoring, and other read-heavy web work where a retry is cheap.
- Active open-source and commercial ecosystems iterating quickly on web-agent capability.
What OpenAdapt does differently
These are the differences that hold up under scrutiny. Recording demonstrations, visual targeting, virtual desktop awareness, and selector repair are broadly available across modern tools and are not claimed here as unique.
Explicit transaction outcomes
Every consequential run ends verified or halted with a preserved run report. There is no silent third state where the workflow looked finished but the record never changed.
Deterministic healthy runs
A compiled workflow replays deterministically with zero model calls on healthy runs. Model spend is reserved for compilation and reviewable repair.
External zero-install remote lane
For managed Citrix, RDP, and VDI estates, OpenAdapt can drive the local client window from outside the session, so nothing is installed inside the remote environment. The lane is qualified today against a deterministic stand-in and a real FreeRDP round trip; a real ICA/HDX environment is qualified per customer before consequential use.
Customer-controlled sensitive data
Recordings, screenshots, and compiled bundles can stay inside your boundary. Local, self-hosted, and customer-controlled deployments are first-class, not an enterprise afterthought.
Open MIT local runtime
The compiler and governed runtime are MIT-licensed and inspectable. You can audit exactly what runs beside your systems of record.
Published qualification evidence
Each execution surface ships with bounded, published acceptance evidence, counted effects, refusals, and halts, instead of an unbounded compatibility claim.
Per-surface acceptance results are published in the qualification evidence.
Which should you choose?
Choose browser-agent platforms when
Choose a browser-agent platform for web-only, read-heavy, or exploratory automation, for prototypes, and for workloads where a failed or repeated attempt has little cost.
Choose OpenAdapt when
Choose OpenAdapt when the workflow also crosses desktop or remote surfaces, when the acting session must not be the judge of its own success, when every consequential run needs an explicit verified-or-halted outcome, or when sensitive data cannot transit a vendor cloud and must run on a customer-controlled MIT runtime.
Most browser-agent stacks judge success in-band: the same session that acted decides whether it worked. OpenAdapt verifies the business effect out of band, against the system of record, after the run.
Other comparisons
Test the difference on one real workflow.
Bring one repeated, consequential workflow and measure authoring time, run time, intervention rate, and incorrect-success rate against your current approach.