Build a world for your workflow
When your agents need a workflow Vencur does not cover yet, Vencur builds a world for it: its own rules, task generator and deterministic verifier. Custom worlds start at $40,000.
What makes a workflow suitable
A workflow fits when its result can be checked exactly.
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A correct answer exists
Rules, numbers or constraints decide whether the result is right, not taste.
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The rules can be written down
Laws, contracts, policies and house rules that a person could look up.
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The work happens in software
Documents, messages, records and tools that an agent can use.
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Mistakes have a cost
An error shows up as a broken rule, a gap or extra cost, so it can be scored.
How a custom world gets built
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Scope by email
You describe the workflow. Together we agree what the world covers and what gets checked.
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Rule pack
The rules of the workflow are collected and written as code.
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Task families
Groups of tasks from routine to hard, generated so that every model sees the same world.
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Verifier
Gates and weighted scores in code, with a solver-computed reference for every task.
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Calibration
Frontier models run the tasks blind, so the difficulty is known before delivery.
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Delivery
As files or as a hosted environment, licensed exclusively or non-exclusively.
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Quarterly refresh
New, harder tasks every quarter, so the world keeps teaching.
Worlds already planned
The next worlds are built on demand. Tell us which one you need first.
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Planned
Payroll and HR administration
EU payroll rules, contracts, absences.
What gets checked
Every payslip line follows the rules.
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Planned
E-invoicing and VAT
EU e-invoice formats and VAT rules.
What gets checked
The invoice validates and the VAT is right.
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Planned
Hospital ward operations
Beds, staffing and handovers.
What gets checked
Every bed gets the care level it needs.
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Planned
Warehouse and logistics planning
Orders, stock, pick routes and trucks.
What gets checked
Every order ships within its constraints.
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Planned
Procurement and purchasing
Requests, quotes, approvals and budgets.
What gets checked
Every order follows policy and budget.
Illustrative example.
Price
Custom worlds start at $40,000. A scoped pilot for one workflow starts at $24,000.
Pricing and processFrequently asked questions
What do you need from us?
A description of the workflow and the rules it follows, by email. Vencur needs no access to your systems: every world is built from synthetic data.
Who owns a custom world?
All code and data stay Vencur's own. You license the world exclusively or non-exclusively.
How long does it take?
The timeline is agreed when the world is scoped, before any work is invoiced.
Can we start smaller?
Yes. A scoped pilot for one workflow starts at $24,000, and a free sample task shows the format first.