Custom AI agent development — grounded in approved knowledge.
Culvion scopes an agent around selected documents, records, systems and playbooks, then configures the knowledge, tools, permissions and escalation rules needed for a defined workflow. Retrieval or model customization is chosen only when appropriate. The agent is piloted against acceptance criteria before approved live actions are enabled.
From decision support to approved actions — autonomy stays inside the tested workflow.
Ground the context, test the rules, then enable approved actions.
Approve the sources
Choose only the documents, records and systems required for the workflow, with access and retention rules.
Defined data scopeConfigure knowledge and tools
Use retrieval, instructions and supported tools; consider fine-tuning only when the use case and evidence justify it.
Grounded, not assumedPilot in shadow
Test representative cases, failure modes and escalation paths against written acceptance criteria.
Evidence before autonomyEnable approved actions
Turn on only the supported actions, service window and approval level that passed the pilot.
Scoped executionReview and update
Monitor agreed metrics, investigate exceptions and revise the knowledge or workflow through controlled changes.
Measured iterationNot a blanket promise. A scoped implementation.
Grounded in approved sources
The agent receives only the knowledge and system access required for the chosen workflow.
Validated for the task
Representative cases and failure modes are tested before live actions are enabled.
Explicit context boundaries
Inputs, outputs, permissions and source references are defined rather than implying whole-company access.
Human escalation
Exceptions and higher-risk decisions follow the approval and escalation path agreed for the workflow.
Reviewable data handling
Access, retention, deletion, hosting and subprocessors are documented in the applicable architecture and terms.
Scoped autonomy
Only supported actions that pass the pilot can move from recommendation to approval-gated or automatic execution.
Evaluate one defined process at a time.
Questions, answered.
Only the approved documents, records and systems required for the chosen workflow. Access, retention and data quality are reviewed before connection.
It is scoped to selected repeatable tasks. People retain ownership of strategy, relationships, exceptions and the approvals defined for the workflow.
Data handling depends on the signed terms, architecture and subprocessors. Culvion defines access, retention, logging and deletion controls for review before deployment.
Autonomy is limited to supported, approved actions. Higher-risk or exceptional cases can require approval or human escalation.
The project plan defines pilot milestones and acceptance criteria. Live actions are enabled only after the scoped workflow passes validation.
Your company's data, working inside a defined scope.
Bring your history; leave with an operator that predicts what's next and runs the work. Scoping call → data audit → training plan.
Let’s make this
work for your team.
Bring your use case. We’ll discuss the workflow, what needs to connect and the scope of a practical pilot.
Or email sales@culvion.ai ↗Book a demo
Name and work email are required. We’ll contact you to arrange the demo.
