Build faster.
From a job description to an agent, with production infrastructure built in.
Cayu for the enterprise
Long-horizon Agents.
Build, deploy, and operationalize AI agents for your domain.
Built by AI/ML and industrial experts
- IMO Medalist
Long-horizon Agents, powered by open-source Cayu Framework
Month-end Close / ExampleCayu Console / Agent builder
Give your agent a job.
You
Build a Month-end Close agent. Reconcile accounts, investigate exceptions, and ask my team before posting adjustments.
CayuI’ll connect the records, reconcile balances, and prepare exceptions for review.
01 Reconcile the accounts02 Investigate exceptions03 Prepare adjustments for approval
Month-end CloseAgent configuration
- Context
- Close checklist and accounting policies
- Tools
- Read records, reconcile, draft adjustments
- Policy
- Approval before posting
- Evaluation
- Balances reconcile. Exceptions explained.
Or build with Codex, Claude Code, Cursor, or GitHub Copilot using the open-source Cayu Framework.
Cayu Console / Integrations & policies
Connect tools. Set permissions.
General ledgerAccount balances and entries
Read
Bank statementsTransactions and balances
Read
Close checklistPolicies and prior resolutions
ReadAccess is scoped to this agent’s job.
Action permissions
Your rules apply to actions.
Only approved actions can change your records.
Cayu Console / Runs & approvals
Follow the work. Review the result.
- Reconcile the ledger and statementsSource records attached
- Request missing contextProgress saved while waiting
- Resume the investigationSupporting documents received
- Review proposed adjustmentsClose owner approval required
Prepared for review
Month-end Close review
Reconciliations, exceptions, and proposed adjustments with supporting evidence.
Source recordsAttached
Calculation traceAttached
Review notesAttached
Nothing posts without approval.
Cayu Cloud / Compound
Make the next run better.
Reviewed feedback
Check timing differences before proposing an adjustment for an unmatched payment.
Learning capturedThis correction becomes reusable context and a test for the next close.
Reviewed work→Reusable learning→Tested update
Before the next release
Balances reconcile to sourceEvaluate
Timing differences are checkedEvaluate
Approval policy is preservedEvaluate
Improvement you can assess.
Test the change before the next release.
Work that continues until the job is done.
Across days, interruptions, and approvals.
- Signal→
Close begins
- Decision→
Check policies
- Task→
Reconcile accounts
- Approval↻
Review adjustments
Why teams choose Cayu
Operate safely.
Scoped permissions, human approvals, and an auditable history of the work.
Spend less.
60-70% token savings.
Results vary by workload and configuration.
Stay sovereign.
Your choice of models and infrastructure. Your data and accumulated knowledge.
The Cayu platform
Long-horizon agents
for all teams.
Open-source, reliable, secure, token efficient, future-proof.
# Create a Cayu project
$ pip install cayu
$ cayu new month-end-close
$ cd month-end-close
$ cayu eval runContextToolsPoliciesMemory
Cayu Framework: compose your domain-specific harness, with a durable runtime built in.
Cayu Framework
Cayu is an open-source Python framework for building and running domain-specific long-horizon agents. Compose a harness around your tools, knowledge, and business rules—with a durable runtime built in.
Build with Codex, Claude Code, Cursor, or GitHub Copilot.
Test the Cayu FrameworkAgent workspace
Month-end CloseReview needed
Current runAwaiting approval
Tools & integrationsScoped to the agent
Evaluation criteriaDefined by your team
CompoundReviewed learning
Build in Console. Operate in one place.
Cayu Cloud
The unified operating layer for the AI-native enterprise. Deploy, manage, and improve agents with integrations, policies, evaluations, and Compound.
Your workspace for the entire agent lifecycle.
Open Cayu CloudYour intelligence stays yours.
Models can change. Your company’s knowledge and experience stay with you.
Managed private cloudCustomer-hostedOn-premises
How we work
We start with a 4-week pilot.
Then, you have three options.
Build with Cayu
Your team builds on the open-source Cayu Framework and deploys on Cayu Cloud.
Build alongside us
Embedded Cayu engineers deliver with your team and transfer the knowledge.
Delivered by Cayu
Our team takes your agents from design into production.
AI Agent Workshop
90 minutes with your business and technical teams. Free for qualified customers.
Training and change management with Cayu and our partners.
Functions and Industries
Deep in mission-critical,
physical-world industries.
Energy, Manufacturing, and Logistics.
Revenue Growth and Sales Productivity
- Account research and sales briefings
- Proposal and quote preparation
- Pricing and margin analysis
Customer Experience
- Support triage and resolution
- Order status and delivery updates
- Customer onboarding
Finance & Accounting
- Month-end close and reconciliations
- FP&A and variance analysis
- Invoice processing and exceptions
Supply Chain
- Demand and inventory planning
- Supplier onboarding and compliance
- Shipment exception management
The future
More capable people.
More productive enterprises.
We see a future where people, equipment, agents, and robots work together. Cayu is building the agent foundation for that future.
About Cayu