Claims Modernization

## Project Summary

Demo access Guest
Current Project
Release confidence
Release confidence summarizes how ready the selected project looks based on requirement clarity, risk signals, test coverage, defects, dependencies, and strength of supporting evidence. 74
Selected project

### Project summary

Choose or initialize an Azure DevOps project to see a one-page summary of delivery readiness, User Story quality, risk, and testing signals.

Release confidence --

### Work Overview

0 items

### Risk and Coverage

Readiness

### Recommended Next Actions

Pilot workflow

### Initialize Project

Security first
1 Data mode 2 Sign in 3 Connect 4 Review
Initialize Refresh
Project to refresh
Azure DevOps Jira
Azure DevOps project URL Personal Access Token Use Microsoft sign-in for Azure DevOps when available

Work or school accounts can import without a PAT. Personal Microsoft accounts should use a PAT.

Max work items to import
Jira site URL Jira account email Jira API token Jira project key Max issues to import

Private deployment is a customer-run Azure package. Project data, embeddings, vectors, logs, connector credentials, and AI keys stay in the customer's Azure subscription.

Organization name Azure subscription or tenant hint Notes
User Story workbench Add a new User Story

Draft a new backlog item, answer gaps, then create the finalized User Story in the selected source system.

### New User Story details

Draft
Azure DevOps User Story

Analyze an imported Azure DevOps work item, then post unresolved gap questions back to its discussion.

Project
User Story title Description Acceptance criteria
Area Iteration
Modules

### Gap Questions

Pending
Analyze a User Story No session yet
This analysis is using the rules-based safety fallback. Source-backed gap questions are still available, and AI enrichment resumes automatically when configured.

#### Already Answered

### Generated Work Item

Risk
Generate a completed User Story after analysis.

### Debug Output

Waiting

    Analyze a User Story to see the session response.

    Analyze a User Story to see the prompt and retrieved context package.

Conversation Ask HeyAI

Ask follow-up questions against the selected project context with source-backed answers, confidence, and suggested follow-ups.

### Project Conversation

Grounded Q&A
Project
Question
Answer mode
Project context
Token budget

### Latest 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, User Stories, bugs, tasks, comments, revisions, links, areas, iterations, test plans, and release metadata.

Read sync Question comments User Story 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

User Stories, acceptance criteria, comments, and linked test evidence are used by Analyze User Story and Ask HeyAI.

Risk

Risk and coverage signals feed RBT recommendations and release confidence.

### Trust Center

Pilot controls

Connector credentials stay server-side. In private Azure deployments, project data, embeddings, vectors, logs, connector credentials, and AI keys stay in the customer's subscription with no outbound HeyAI telemetry by default. Review our Privacy Policy, Cookie Policy, and Data Deletion process.

### Project Data

Selected project
Select a project to review its security profile.

### Team Access

Entra domain
Select a project to manage team access.

### Delete Project

Owner action

Delete removes initialized project context, embeddings, vectors, generated intelligence, connector metadata, and ownership records from HeyAI-hosted storage. Private Azure customers delete their customer-owned deployment data from their Azure resources.

Type delete to confirm

### 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.

### Deployment Controls

Enterprise
Enterprise auth

Microsoft Entra sign-in is active. Azure DevOps access is Entra-first for work or school accounts, with PAT as a fallback.

Managed secrets

Connector credentials stay server-side. Private enterprise deployments can use customer-managed Azure secret storage.

### Privacy Rights

Available
Data deletion

Customers can request deletion by emailing connect@heyaitech.com. Verified requests are completed within 30 days.

Cookie preferences

Open Consent Preferences to update non-essential cookie choices.

### Test Case Scenarios

Coverage
User story

### Scenario Coverage

Scenarios
Choose a user story to generate happy path, negative, edge, regression, and integration scenarios.

### Reviewed Test Cases

Select scenarios
Select a scenario to generate concrete test cases for review.

### Coverage Gaps

Review
Coverage gaps and execution recommendations appear after scenario generation.

### Regression Based Testing Intelligence

Sprint plan
Sprint / iteration

### Decision Matrix

Scope

### Coverage And Blockers

Evidence

### Sprint Items

0 items

### Regression Packs

Execution

### Project Context Graph

V1 model

### AI Test Lab

Evaluation suite
Project
Project context
Batch size Ask questions Draft User Stories

### 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.