AI & team operations

Answers you can trace.
Actions you can control.

Give the team an answer grounded in its accessible policy, with the source attached and a separate approval for the next action.

  • AI assistant
  • Source controls
  • Approvals
Internal AI knowledge assistant — retained workflow output
Output from the saved execution
The business friction

Answers with source controls

A plausible answer is not enough when the policy has changed or the source is outside someone’s access.

The approach

Filter the sources by role and version before asking AI to answer. Save the citation and keep approval separate from generation.

A useful fit for
Teams answering recurring policy, onboarding or operating-process questions.

How the work moves

One connected
sequence.

  1. 01

    Select

    Filter the sources

  2. 02

    Answer

    Keep the citation

  3. 03

    Review

    Request approval

  4. 04

    Record

    Retain the decision

What the build produces
  • Current-source selection by role
  • AI answer with source references
  • Saved question and answer
  • Review request and recorded approval
What keeps it controlled
  • Access is checked before the answer.
  • Only current sources are selected.
  • A proposed action requires a separate approval.
Inside the working example

See the output.
Inspect the logic.

Explore the saved workflow, its source records and execution steps. The example’s business records and controls run on Puzinski’s custom backend; external connection receipts show which provider requests were verified.

Open the working example ↗
Internal AI knowledge assistant — working portfolio interfaceExplore the workspace ↗
Tools & implementation
OpenAI
Answers from the sources selected for the person’s role.
Custom source controls
Selects current versions and retains the answer’s citations.
Custom approval workflow
Records the review request and separate owner decision.
A workflow built around your business

Bring the problem.
Let’s map the next step.

Share your current process, the tools involved and the result your team needs to review. We’ll define the build, integrations, approval points and handover before work begins.