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PRIOR BRIO TEAM PRODUCT EXPERIENCE / SUPPORT OPERATIONS

BrioBot
case triage.

A Salesforce e-commerce support workflow gathers case context, retrieves product and policy evidence, reads attached images, and drafts structured actions.

This describes prior Brio team product work. It was not a Teregon client engagement.

See the workflow
Three-dimensional mesh representing a support case moving through evidence checks and review
SALESFORCE / SUPPORT FLOWRETRIEVE → CHECK → REVIEW

HOW THE WORKFLOW RUNS

From a support case to a review-ready draft.

The model helps collect context and prepare a proposal. Deterministic checks and a person keep consequential Salesforce changes controlled.

01 / WORKFLOW

Gather the case

Collect Salesforce case details and the supporting context available to the workflow.

02 / WORKFLOW

Retrieve evidence

A LangGraph flow retrieves relevant product and policy material and reads attached images.

03 / WORKFLOW

Draft an action

The workflow prepares a structured proposed response or case update for review.

04 / WORKFLOW

Check before writing

Deterministic Python gates validate writable fields; dry-run and safe-stop paths keep writes explicit.

CONTROLS AND TRACEABILITY

Keep proposed actions bounded.

Deterministic write gates

Python validation checks allowed fields before an update can be written.

Dry-run and safe-stop

The workflow can prepare and inspect a change without committing it, and stop when a check fails.

Human review

A person remains in control of consequential case actions.

Langfuse tracing

Traces make workflow behavior available for inspection and review.

COMPANY CONTEXT

A note on the reported figure

The Brio team reported company-level ARR of approximately $240K at the time. This company revenue is not attributed to BrioBot.

PRIOR BRIO TEAM WORK / NOT A TEREGON ENGAGEMENT

Experience that informs our support automation work.

TEREGON / SITE GUIDE

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