Give enterprise AI the business context it needs

Bring business relationships, current records and access controls into AI-assisted work.

Inspect the evidence behind an answer

What needs confirming before we approve this invoice?

Invoice review · INV-208

Confirm the quality hold and the applicable terms.

The receiving record accounts for all 120 units, but 20 remain on quality hold. The remaining 100 units are outside that hold; acceptance still needs confirmation. Invoice treatment requires acceptance evidence, the contract terms and an authorized finance review.

The review identifies the evidence required before a payment or record change can be authorized.

Connect the records behind an answer

A business question often depends on relationships, dates and permissions. A contract passage may apply to one entity but be superseded for another. A stock balance may exclude reservations needed to establish availability for an order.

Uplyst connects semantic models, knowledge graphs and operational events. These relationships provide business context for AI-assisted tasks such as preparing a contract review or investigating a supply exception.

A finance specialist reviews an interpretation linked to source records and checks the evidence gaps before deciding the next step.

Keep answers linked to their sources

Source references let reviewers check the records behind an answer, including their dates and relevant relationships. Missing or restricted information needs to remain visible so the reviewer knows what still needs confirmation.

Source facts, calculations and AI interpretations have different bases for review. Keeping them distinct helps reviewers spot an outdated record, a calculation error or a relationship that has been assumed incorrectly.

Facts, calculation and interpretation need different checks.

Invoice context · receipt GR-91

Observed records

120 received.
20 on hold.

GR-91 and QH-12 establish quantities and the recorded quality status.

Derived quantity

100 units outside the hold.

120 received minus 20 on hold. The calculation uses the same receipt and unit definition. It does not establish acceptance.

Invoice review

Confirm acceptance and terms.

The invoice, receiving evidence and contract conditions still need an authorized reviewer.

Set permissions and approvals for actions

An AI-assisted workflow needs defined permissions and validated inputs before it can change a record or trigger an action. Changes affecting customers, finances or operating commitments follow the appropriate preview and approval process.

  • Apply source permissions to the records used by the workflow.
  • Link AI interpretations to records the reviewer can check.
  • Validate inputs before allowing an action.
  • Record approvals, completed actions and recovery steps.

Prepare the review.

Assemble permitted evidence, identify gaps and assess the proposed next step.

Preserve authority.

The finance role validates the inputs and makes the decision through the existing process.

Check reliability on the work that matters

Reliability depends on accurate answers, appropriate access and a clear response when information is missing or contradictory. Reviews need to cover outdated records, mismatched entities and attempts to redirect a workflow through source content.

The NIST AI Risk Management Framework offers voluntary guidance for managing risks throughout the AI lifecycle. Review tailored to each task and ongoing monitoring help teams assess whether a workflow remains suitable for its intended use.

Support a focused review task

Preparing a supply exception or contract review brings relevant records together for someone who knows the business process. The reviewer can check the information, resolve uncertainty and decide the next action.

Access changes, source corrections and user feedback remain part of the workflow as it develops. Reviewing these alongside task accuracy helps teams decide where AI assistance is useful and where additional controls are needed.

Discuss your priorities with us.

  • Connect AI-assisted work to business records
  • Keep source facts, calculations and interpretations distinct
  • Retain approval and review for business actions
Define an AI evidence task