For the complete documentation index, see llms.txt. This page is also available as Markdown.

AI DLC Insights

Explore planned AI DLC Insights capabilities and enhancements.

SaaS release status: GA

Now

4

Q2 2026, May-Jul 2026

Custom Dashboards

Custom Insights Dashboards Define and track custom metrics with your AI DLC Insights data, consistently reported across your organization.

Governance

Centralized Team Settings Enhanced Org Tree management allowing teams to manage structures while retaining inherited settings.

EfficiencyInsights

Lead Time for Changes Improvements Advanced analytics and bottleneck detection focused on improving Lead Time for Changes.

Integrations

PagerDuty Integration Connect PagerDuty incident data with AI DLC Insights to correlate operational events with engineering metrics.

Next

4

Q3 2026, Aug-Oct 2026

Insights

Optimizable Spend Identify opportunities to optimize spending across AI coding tool usage.

AI Agents

Agent Support Add support for additional AI agents including Kiro and Gemini to expand AI engineering visibility.

AIInsights

AI Engineering Coach Provide developer and manager-level recommendations to improve engineering efficiency and performance.

AI

Harness AI Integration Use Harness AI to understand engineering performance and identify improvement opportunities.

Later

4

Q3 2026+, August 2026 & beyond

Surveys

Developer Surveys Measure developer satisfaction and correlate sentiment with engineering metrics.

AIAutomation

Automation through Worker Agents Turn insights into automated actions with AI-powered notifications and recommendations.

Planning

Engineering Planning Forecast delivery, team capacity, and AI engineering spend using historical performance data.

Insights

Engineering Scoring Create unified scoring models to benchmark engineering performance and monitor outcomes.

Released

11

What has been released

AIInsights

AI DLC Insights Track AI adoption, cost, and impact of AI coding agents with support for Cursor, Windsurf, GitHub Copilot, and Claude Code.

AIInsights

AI Summaries and Recommendations AI-powered summaries and recommendations that help managers and leaders identify opportunities for improvement.

Custom Dashboards

Studio Create custom metrics and dashboards using AI DLC Insights data.

Integrations

ServiceNow Integration Connect ServiceNow incident data to measure engineering reliability metrics.

Integrations

qTest Integration Connect qTest execution data to enhance engineering reporting and analysis.

Insights

Developer Filters for Lead Time for Changes Enable or disable developer filtering for Lead Time for Changes metrics.

Teams

Multiple SCM Integrations in Team Settings Configure multiple source code management integrations for teams.

User Experience

AI DLC Insights AI DLC Insights provides near real-time visibility into Efficiency, Productivity, Business Alignment, and AI Engineering insights across your organization.

Onboarding

AI DLC Insights Refinements Improved onboarding and administration with multi-level Org Trees, improved integrations, developer APIs, export APIs, activity logs, and enhanced identity management.

Access Control

RBAC in AI DLC Insights Improved role-based access control with more granular permissions and reusable configurations.

Beta

AI DLC Insights Beta Features Beta features including AI coding agent integrations, AI Recommendations, Security Insights, and Test Insights integrations.

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