Automate revenue-critical work
Custom agents, deployed autonomously , for a fraction of what a forward-deployed engineer costs.
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Sales Underwriting Finance Compliance Operations Support Sales Underwriting Finance Compliance Operations Support
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Built by the minds behind AI in production at 25,000 enterprises, serving millions of customers.
What enterprises get
Agents and incremental capacity, delivered at scale Delivered to each employee inside their own tech stack. No forward-deployed engineer or internal build required.
Agents delivered to each employee
Own your intelligence, become a self-improving enterprise Intelligence you run and control yourself, not rented from a lab.
Intelligence stays within the enterprise
Token efficient, improving with each model Each agent is rebuilt with every frontier model release. Nothing goes obsolete.
Rebuilt with each frontier model release
Google Maps for automating revenue-critical workflows.
The fastest, most direct way to automate the enterprise, without custom engineering.
Capture the most comprehensive context layer
Every revenue-critical workflow and the expertise behind it, read from how each employee actually works. Nothing is missed, which is what gets the agent to 100% accuracy.
20xwork
Finance / Workflows / Month-end close
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MC
Month-end close
Every tool, every person, every step, as the work actually happened
M. Chen, Finance 5 tools, 61 steps
08:50 SAP · Invoice batch postedTool
09:15 Excel · Reconciliation, 23 editsTool
09:40 Teams · Controller’s call: use the new cost centreMeeting handoff
10:20 Not in any system · Vendor exception M. Chen knowsPrivate knowledge
✓ Nothing is missed. 100% accuracy.
Deliver agents autonomously, inside each employee’s tech stack
No human intervention in the build. The employee approves before anything is written.
20xwork
Underwriting / Agents / Complete the broker file
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AR
Complete the broker file
The shortest path to the outcome, delivered inside the tool the underwriter already uses
Route Underwriting
Current workflow 7 steps, 4 tools
Fastest route 4 steps, 3 tools
Finished job Broker reply drafted
Built autonomously Permissions, validation, escalation pre-built
Delivered inside Outlook Waiting for A. Rivera Approve
Update agents proactively
Each agent is rebuilt with every frontier model release. Nothing goes obsolete.
20xwork
Compliance / Updates / This week
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IT
New frontier model release
Release notes pulled, new capabilities found, every agent rebuilt from the context layer
Compliance agents This week
Vendor release notes Pulled by agents
New frontier capabilities 3 found
Agents rebuilt from the context layer 9 of 9
Own your own intelligence
Your workflows and expertise become agents that improve with the business. They stay within the enterprise, and no engineer is sent to each team.
20xwork
Operations / Governance
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IT
Governance
What the enterprise keeps, whatever happens next
Operations 6 agents
Workflows and expertise Stay within the enterprise
Engineers sent to the team 0
✓ You own your own intelligence
Delivered inside the tools each employee already uses.
Your systems
and every other tool on the desktop
Custom agent
Work read from the employee Agent built, no engineer Delivered inside the tool
Your AI platforms
Inside the employee’s own tech stack
Self-improving enterprises that own their own intelligence.
Custom agents for revenue-critical work. Start with one department.
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Work captured Agent delivered Employee approves Rebuilt with each model
The agent does the work. You stay in control.
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Pre-built permissions and validation, with escalation and error handling in each agent.
Do you install anything to start? No integration is required to start. A pilot runs on a read-only data export.
Does anything change without employee approval? Nothing is written without the employee’s approval.
Where do the agents run? Inside the employee’s own tech stack.
What happens when a new frontier model is released? Each agent is rebuilt.
Does deployment require engineering? No. Agents are deployed without custom engineering.
What happens if we end the engagement? The agents remain yours, together with the intelligence built from your own workflows and expertise.