Claims Modernization

Initialize Project

Release confidence 74

Connect Azure DevOps Project

Project setup
PBI workbench Add a new PBI

Draft a new backlog item, answer gaps, then create the finalized PBI in Azure DevOps.

New PBI details

Draft

Gap Questions

Pending
Analyze a PBI No session yet

Generated Work Item

Risk
Generate a completed PBI after analysis.

Ask Project Context

Grounded Q&A

Answer

Waiting

Sources

0

Retrieved Facts

0

Follow-Up Questions

Next

Ask Response JSON

Trace 
Ask a project question to see the grounded response.
Project data fabric

Connect every place your project truth lives

HeyAI should build project memory from requirements, code, docs, conversations, delivery signals, tests, incidents, and release evidence. Azure DevOps is active today; the rest are staged as connector surfaces for the prototype.

ADO active
ADO Connected

Azure DevOps

Work items, PBIs, bugs, tasks, comments, revisions, links, areas, iterations, test plans, and release metadata.

Read sync Question comments PBI creation
Jira Planned

Jira

Epics, stories, bugs, subtasks, sprints, labels, comments, status changes, and release versions.

Issues Comments Workflow history
Git Planned

Git repositories

GitHub, Azure Repos, GitLab, Bitbucket, branches, commits, pull requests, reviews, and code ownership.

Code facts PR context Work item links
Doc Planned

Docs and wiki

Confluence, SharePoint, Azure DevOps Wiki, markdown docs, decision records, runbooks, and release notes.

Requirements Decisions Runbooks
Msg Planned

Teams channels

Channel discussions, decisions, clarification answers, meeting follow-ups, release coordination, and support notes.

Decisions Clarifications Announcements
CI Planned

CI/CD pipelines

Azure Pipelines, GitHub Actions, Jenkins, deployment runs, build failures, environments, approvals, and release gates.

Build health Deployments Release gates
Test Planned

Test management

TestRail, Zephyr, qTest, Azure Test Plans, suites, cases, runs, failures, automation status, and coverage gaps.

Test cases Runs Coverage
Ops Planned

Incidents and support

ServiceNow, PagerDuty, Jira Service Management, Zendesk, production incidents, support tickets, and postmortems.

Defect memory Impact Postmortems
Obs Planned

Telemetry and analytics

Application Insights, Datadog, Splunk, logs, traces, feature usage, errors, performance, and customer journey signals.

Usage Errors Performance
UX Planned

Design and product research

Figma, product briefs, discovery notes, user research, journey maps, mockups, usability findings, and design decisions.

Design intent Research UX risks

Project Context

Current project
Delivery memory for the selected project

Context graphs, source artifacts, knowledge facts, decisions, and learning events will appear here as project intelligence is expanded.

Known Work

Artifacts

Context Signals

Memory
Requirements

PBIs, acceptance criteria, comments, and linked test evidence are used by Analyze PBI and Ask HeyAI.

Risk

Risk and coverage signals feed RBT recommendations and release confidence.

Trust Center

Pilot controls

Connector credentials stay server-side. HeyAI responses should cite sources, indicate confidence, and fall back to insufficient evidence when project context is weak.

Ready Controls

Active
Server-side AI keys

OpenAI credentials are not exposed in browser code.

Project isolation

Imported project data is stored by selected project context.

Next Controls

Planned
Enterprise auth

Microsoft Entra auth and permission-aware retrieval are planned for broader pilots.

Key Vault

Hosted connector secrets should move to managed secret storage.

Test Generation

Draft

Suggested Coverage

Scenarios
Choose a work item to generate happy path, negative, edge, regression, and integration test ideas.

Sprint Scope

Sprint 18

RBT Recommendation

Hybrid

Project Context Graph

V1 model

AI Test Lab

Evaluation suite

Generated Cases

0

Run Summary

Waiting

Evaluation Results

0%

AI Test Lab JSON

Trace 
Generate an evaluation suite to see test cases and run results.