Step 1proceed
Research the account
Safe, ran on its own
AI agents you can trust
AI agents that act only when the outcome is safe.
Causal Agent runs agents on your real workflows, but checks the impact of every action before it happens. Safe steps run on their own. Risky ones wait for your approval, and every step is recorded.
Approval before risky actions Unsafe actions blocked Every step audited
Step 2proceed
Draft the renewal brief
Safe, ran on its own
Step 3escalate
Send the summary email
Paused, needs your approval
Step 4queued
Post the recap to Slack
Waiting on step 3
Your data stays private Encrypted credentials Complete audit trail A human stays in control
The platform
Everything an agent does, under your control.
Not a rigid script. Not an agent left to run on its own. It thinks about the impact of each step, asks when it matters, and keeps a record you can stand behind.
Checks the impact first
Before it does anything, the agent works out what an action will affect and how sure it is, so nothing risky happens by surprise.
How it works
One safe step at a time.
Tell it the result you want. It figures out each next step from what actually happened, and stays within your rules the whole way.
- 1
Plan
Looks at the work so far and picks the next step.
- 2
Predict
Works out what that step will cause before anything happens.
- 3
Check
Tests it against your rules and limits.
- 4
Act or pause
Safe steps run. Risky ones wait for you. Unsafe ones stop.
- 5
Record
Every decision is logged, and it improves with your sign-off.
Why it's different
Built where automation and AI agents fall short.
Static automation
Drag-and-drop flows- Follows fixed, pre-built paths
- Doesn't weigh the impact
- Breaks when things change
Generic AI agents
Left to run on their own- Adapts, but can act unsafely
- Skips or fakes approvals
- Hard to oversee or check
Causal Agent
Safe by design- Plans from what really happened
- Checks the impact before acting
- Pauses, records, and learns safely
This is Causal Agent
Enterprise security
Safe to put in front of real systems.
Control is not something you switch on later. It is how the platform works: firm limits, encrypted secrets, and a full record of every action.
Your data is privateIt is kept separate from every other company's.
Encrypted credentialsConnection secrets are encrypted and hidden.
Full audit trailEvery workflow, run, and approval is logged.
Human approvalActions that reach outside can need a sign-off first.
Get started
Give your agents real work, and real guardrails.
Set up your workspace and run your first safe task in minutes.