Same procedure path every run
Improvises; answers can vary
Category we own
Every automation vendor is selling probabilistic AI that mostly works. Deterministic execution you can put in front of auditors and production systems is the claim that separates Stepwork.
Deterministic agent
Run critical processes the same way every time
A deterministic agent follows a fixed, recorded procedure instead of deciding its own steps on each run. Stepwork runs that procedure through the real interfaces your team uses, with every action, outcome, and failure recorded.
Book a Demo- Same path
- Every run, every time
- No APIs
- Operates through the UI
- 98%
- Flow accuracy
- Auditable
- Full paper trail
Deterministic vs probabilistic
When consistency matters, “mostly works” is not enough
Probabilistic models are powerful where creativity and language matter. Deterministic agents are built for KYC, access, finance, and operations that need the same procedure path every run and a reproducible paper trail.
Deterministic agents
Probabilistic AI agents
Execution
Deterministic agents
Same procedure path every run
Probabilistic AI agents
Improvises; answers can vary
Interface
Deterministic agents
Runs through the real UI
Probabilistic AI agents
Often prompt-, API-, or tool-driven
Audit
Deterministic agents
Reproducible paper trail
Probabilistic AI agents
Hard to prove what happened
Best for
Deterministic agents
KYC, access, finance, ops
Probabilistic AI agents
Summarization, ideation, open-ended Q&A
Risk posture
Deterministic agents
Auditor- and production-ready
Probabilistic AI agents
“Mostly works” is the default
Mission-critical work
Built for processes that cannot afford inconsistency
From onboarding and access reviews to KYC and finance, deterministic agents keep critical processes on a defined path and record what happened.
Onboarding & offboarding
Provision and revoke access the same way every hire and every exit—no skipped steps.
User access reviews
Walk apps, collect evidence, and certify access with consistent, reproducible runs.
IT & security ops
Ticket-driven admin work that must match policy every time, not almost every time.
KYC & identity checks
Repeat the same verification path across systems with a trail auditors can follow.
Finance operations
Close books-adjacent UI work with fixed procedures instead of improvised agent runs.
Compliance evidence
Produce the same evidence collection path for SOC, ISO, and internal audits.
From recording to audit
Turn recorded work into repeatable execution
Capture work through the real UI, compose it into a defined process, and run it the same way every time with a complete audit trail.
- [01]
Record
Show the work in the UI. Stepwork captures clicks, fields, and navigation into reusable flows—no API required.
- [02]
Compose Procedures
Parameterize and chain flows into Procedures. String components together into end-to-end deterministic agentic processes.
- [03]
Run
Trigger on demand, from your ITSM, Slack, or a schedule. The agent follows the procedure—the same path every time.
- [04]
Audit
Every action is logged and reproducible. You get the paper trail mission-critical work demands.
Why Stepwork
Deterministic at the core. Adaptable where it matters.
Stepwork combines repeatable execution with real UI access, AI-assisted resilience, and secure local operation.
UI-native, not API-bound
If a human can do it in the browser or desktop app, a Stepwork deterministic agent can run it—without SCIM, without waiting on vendor APIs.
98% accuracy + AI assist
Hybrid execution: deterministic procedure paths for the core work, with AI where it helps resilience—so you get reliability without giving up adaptability when UIs shift.
Local & secure
Runs in a hardened environment with MFA through your identity provider. Built for teams that cannot send sensitive ops to a black-box agent in the cloud.
FAQ