Deterministic Agentic Automation
Automation that runs the same way every time
Most AI automation is a black box that behaves differently each run. Cimba runs deterministic, governed workflows, so the same input produces the same result every run, with a human in the loop and every step logged.
SOC 2 Type II certified · Deploys as SaaS or in your VPC
Pull ledgers from source systems
doneStep 01
Reconcile against subledger
doneStep 02
Flag variances over 2%
doneStep 03
Await approval to post
waitingStep 04
same defined path, same result, every run
Illustrative run · every step logged, every action approved by a person
The problem
Non-deterministic AI is hard to trust with real work
If an agent takes a different path on every run, you cannot rely on it for finance or operations. One-off AI answers are impressive in a demo and unusable when the result has to be consistent, explainable, and repeatable.
Cimba was built for consistency, not surprises.
The shift
What changes with deterministic automation
- AI takes a different path on every run.
- Automations are black boxes you cannot explain.
- Building a workflow means waiting on engineering.
- You cannot trust the output enough to rely on it.
- The same input produces the same trusted result.
- Every step is logged and explainable.
- Teams build and edit workflows themselves.
- Human approval sits where it matters.
From unpredictable AI to workflows you can stand behind.
What it is
Playbooks become governed workflows
Turn a recurring analysis or process into a workflow your team can build and edit without engineering. Each workflow runs a defined, governed path.
Runs are deterministic and logged, so the same conditions produce the same outcome, and every step is explainable after the fact.
Same result every time
Defined paths mean consistent, repeatable outcomes.
No engineering required
Build and edit workflows without waiting on a dev team.
Human in the loop
Approvals sit where they matter before anything executes.
Define
Capture a playbook as a governed workflow.
Run
Execute on demand or on a schedule, along a defined path.
Approve
A person signs off at the checkpoints you set.
Audit
Every run is logged, step by step, for review.
How it works
A playbook, run the same governed way every time.
Capabilities
What you get
Consistency and control, without stitching tools together.
Repeatable workflows
Any analysis becomes a workflow that runs the same trusted way every time.
Approval checkpoints
Decide where human sign-off is required before execution.
On-demand or scheduled
Trigger a workflow when you need it or let it run on a cadence.
Append-only audit
Each run records its steps, actors, and outcomes.
Signals in your data are aging right now
Automate the work without losing control
See a governed workflow run on your data.
SOC 2 Type II · Every action traceable · SaaS or your VPC
Questions
Deterministic agentic automation
Workflows follow defined, governed paths, so the same conditions produce the same outcome instead of a different one each run.
No. Teams build and edit workflows without engineering, and Cimba runs them.
Only where you allow it. You place human approval checkpoints wherever sign-off matters.