Agents have no agency
Your AI can answer. It can't act yet. We give your AI real product actions, safely, auditably, in your control.
Running in:
How it works
Your agent can execute. Inside your product. From the internal APIs you already have.
01 / Connect
Auto-discovered from your source of truth
Connects to your GitHub repo, API spec, or uses our Chrome extension. Zero manual integration work. Works with your existing APIs, no public layer required. Every step maps to real API calls in your product.
A snippet and a config file. No backend changes required.
// connecting to repo
github.com/yourco/product-api
→ scanning endpoints
→ discovered 47 actions
→ mapped permissions
✓ registry ready — 0 lines written
02 / Approve
Your team decides what's in scope
Review the discovered actions. Approve what the AI is permitted to run, exclude what it isn’t. When intent is ambiguous, Dubot asks the user structured follow-up questions rather than guessing.
// disambiguation required
3 properties match "enterprise":
○ account_type = "enterprise"
○ plan = "enterprise"
○ company_size > 500
select one to continue →
03 / Execute
Real API calls. Real objects created.
Dubot executes against your APIs using governed, permissioned actions. The same endpoints your frontend uses. Nothing new to maintain. Works on any AI surface: a wizard, command bar, support chat, Fin.
// executing
POST /api/segments
→ created segment_8847
PUT /api/segments/8847/rules
→ applied 2 conditions
✓ 847 users matched
04 / Confirm
User approves. Then it happens.
Before any write action, the user sees exactly what will happen. They confirm. The AI acts. Every execution is logged with who triggered it, what ran, and what changed.
// recommended next
Test segment with sample user
Attach to onboarding content
Schedule activation campaign
Export to CSV
customers
Built to ship
Execution without control doesn't ship. Every action in the registry has policy, permissions, and audit built in before it
ever runs.
Reads run. Writes confirm.
Read actions run automatically. Write actions require the right role and explicit confirmation. Every action scoped to who can trigger it.
The confirmation step is non-negotiable.
Any action that creates, sends, or modifies requires user approval first.
Every action logged.
Who triggered it, what ran, what changed. Searchable and exportable.
We never see your auth tokens or user data.
Your backend only ever talks to your own APIs. Requests are scoped and discarded.
The difference
Building an agent is one quarter of work. Keeping it alive through thousands of real customer interactions is a whole company. That work belongs with the team closest to the customer.
Capability
Built
in-house
Ships in production
A quarter
Two weeks
Handles the long tail
Non-technical teams can fix issues
Reaches every action your product can take
Governance, audit, approvals
Build yourself
Improves every...
Quarter
Week
The opportunity
5
Active pilots
6
Lines of code
Currently running in production.
Pilot program open by invitation.
Currently in private pilot · Limited availability