Claims Modernization

Project Summary

Demo access Guest
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

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

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

Gap Questions

Pending
Analyze a User Story No session yet

Generated Work Item

Risk
Generate a completed User Story after analysis.
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

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.

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

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

Decision Matrix

Scope

Coverage And Blockers

Evidence

Sprint Items

0 items

Regression Packs

Execution

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.