IT Agile Governance

Operational governance for AI-assisted delivery workflows

Evaluate backlog health, sprint risk, traceability, and human oversight in Azure DevOps with a read-only audit workflow designed for internal oversight, audit readiness, and delivery discipline.

Run healthcheck See how it works

Read-only by default. No work item changes.
Structured results in minutes for engineering, product operations, and governance teams.

What you get Governance Score Backlog Health Score Process Health Score Delivery Probability Traceability Status Human Oversight Status Connect once and rerun every sprint.

Most teams can see delivery activity.
Few can see governance risk.

Azure DevOps shows work. It does not tell you whether your backlog structure is degrading, whether sprint risk is building, or whether AI-assisted decisions remain traceable and reviewable.

As delivery workflows become more automated, teams need more than dashboards. They need structured oversight across backlog integrity, sprint health, traceability, and human review coverage.

IT Agile Governance gives teams a read-only way to inspect how delivery is operating — without changing work items or starting a consulting engagement.

Four audit domains

One product, four scan types

📋 Backlog Healthcheck

Validate hierarchy integrity, estimation discipline, state consistency, and backlog quality.

🔍 AI Governance Audit

Assess traceability, explainability, transparency disclosures, and human oversight across AI-assisted workflows.

⚡ Delivery Risk Scan

Identify blockers, capacity pressure, commitment drift, and sprint failure indicators.

📊 Sprint Governance Review

Review sprint execution, governance controls, and remediation priorities in one structured report.

Process

How it works

01

Create a workspace

Set up your team environment and choose your audit scope. No configuration overhead.

02

Connect Azure DevOps

Use Microsoft Entra ID for Azure DevOps Services, or a scoped read-only PAT where token-based access is required.

03

Choose a scan type

Run a Backlog Healthcheck, AI Governance Audit, Delivery Risk Scan, or Sprint Governance Review.

04

Run a read-only analysis

The platform evaluates backlog structure, sprint signals, governance metadata, and delivery risk. No work items are modified.

05

Review findings

Get structured scores, critical findings, warnings, and recommended actions across all evaluated domains.

06

Track progress

Rerun each sprint to monitor trends, validate remediation, and measure governance maturity over time.

Start your first scan

Structured results

Outputs built for action, not just reporting

Every scan returns a structured result set designed for engineering leads, product operations, and internal governance review.

Governance Score

Strength of traceability, explainability, oversight coverage, and governance controls.

Backlog Health Score

Backlog structure quality, estimation discipline, and entropy risk.

Process Health Score

Workflow discipline and signs of process drift across sprints.

Delivery Probability

Sprint delivery confidence based on workload, blockers, velocity, and execution signals.

Critical Findings

High-severity issues that require prompt review before the next planning cycle.

Recommended Actions

Prioritized fixes ordered by impact and urgency across all audit domains.

Coverage

What IT Agile Governance evaluates

Backlog governance

  • Hierarchy integrity
  • Epic / Feature / Story / Task structure
  • Estimation discipline
  • State and iteration consistency
  • Protected container integrity
  • Stale work and entropy signals

AI governance

  • Decision traceability
  • Decision Card coverage
  • Explainability metadata
  • Transparency disclosures
  • Human oversight signals
  • Audit log completeness
  • Retention readiness

Sprint execution

  • Blocker density
  • Capacity utilization
  • Commitment drift
  • Work-started ratio
  • Large story risk
  • Delivery probability
  • Velocity signals

Governance operations

  • Incident signals
  • Remediation priorities
  • Score trends over time
  • Evidence coverage
  • Internal review readiness

Read-only by default

IT Agile Governance is designed for safe assessment. Standard healthchecks and audits run without modifying backlog items, sprint data, or workflow state.

Teams can inspect delivery risk and governance posture without introducing operational disruption.

✓
No write access required for standard scans
✓
No work item changes during healthchecks
✓
Scoped access model
✓
Secure credential handling
✓
Audit-first product design

Connection

Connect Azure DevOps securely

Recommended

Microsoft Entra ID

Recommended for Azure DevOps Services and enterprise environments. Authenticate through your Microsoft identity provider for a cleaner connection model with revocable access and reduced token handling overhead.

Connect with Microsoft Entra ID

Permissions requested

Work ItemsRead
Project and TeamRead
AnalyticsRead

No write or admin permissions are requested for standard audit flows.

Fallback

Scoped Personal Access Token

For environments where token-based access is required. Use a read-only, narrowly scoped PAT. Tokens are encrypted at rest, stored in a secure credential vault, and never displayed after submission.

Use PAT instead

Scope this token to

Work ItemsRead
Project and TeamRead
AnalyticsRead

Do not grant write or admin permissions. Token value is hidden after submission.

Audience

Built for teams that need oversight without friction

CTO

See where delivery governance is weak before it becomes a delivery or audit problem.

Head of Engineering

Identify backlog decay, sprint execution risk, and operational blind spots.

Product Operations

Monitor backlog structure, process discipline, and recurring delivery issues across teams.

Compliance & AI Governance

Check whether AI-assisted workflows remain traceable, reviewable, and audit-ready.

PMO / Delivery Leaders

Track cross-sprint delivery reliability and governance drift over time.

Use cases

Common use cases

Backlog quality review before planning

Run a backlog healthcheck before sprint planning to catch hierarchy gaps, stale items, and estimation issues before they enter the sprint.

AI governance review for delivery workflows

Audit whether AI-assisted decisions include traceability, explainability, and human oversight markers required for internal governance.

Sprint risk review mid-sprint

Identify blocker buildup, commitment drift, and late sprint exposure before delivery slips and the retrospective is the first time you see the data.

Governance trend tracking over time

Compare score changes sprint by sprint and validate whether remediation is improving delivery discipline and governance maturity.

Sample output

What a result looks like

Healthcheck Report — Example Project
Sprint Governance Review 428 items evaluated Read-only · Azure DevOps
Scores
Governance Score78 — At Risk
Backlog Health Score64 — Fair
Process Health Score59 — Poor
Delivery Probability68% — Moderate
Traceability StatusPartial
Human Oversight StatusPartial
Findings
14 items missing traceability metadata
6 closed parent violations in backlog hierarchy
31% of active stories unestimated
18% sprint commitment drift over baseline
9 blocked items older than 3 days
Velocity trend shows instability — last 3 sprints
3
Critical findings
11
Warnings
24
Recommended actions
428
Items evaluated

Why teams use IT Agile Governance

Most delivery tools show activity. Most consulting reviews arrive late. Most compliance tools do not understand day-to-day software delivery.

IT Agile Governance sits in the middle: operational enough to evaluate real Azure DevOps workflows, structured enough to support internal oversight, and safe enough to run in read-only mode as often as needed.

This is not

✕A generic dashboard
✕A consulting engagement
✕A write-enabled automation
✕Policy documentation only

This is

✓A productized governance and healthcheck layer
✓Read-only audit across real delivery data
✓Structured scores and actionable findings
✓Self-serve, sprint-repeatable, no overhead

FAQ

Frequently asked questions

Does IT Agile Governance modify work items?

No. Standard healthchecks and audits run in read-only mode and do not change work items, backlog state, or sprint configuration.

Do we need a consulting engagement to use it?

No. The product is designed as a self-serve audit and healthcheck workflow. Create a workspace, connect Azure DevOps, and run your first scan without any external engagement.

Do we need to be using AI agents in production already?

No. The product is useful both for teams already operating AI-assisted delivery workflows and for teams building governance controls before broader AI usage.

What does the product connect to?

It connects to Azure DevOps to evaluate backlog structure, sprint data, governance metadata, and delivery signals within the selected scope.

Can we restrict scope to a project or sprint?

Yes. Scans can be narrowed by organization, project, team, area path, and sprint range.

How often should we run scans?

A practical default is once per sprint, plus additional scans before planning or after major process changes. There is no limit on scan frequency.

Is PAT required?

No. Microsoft Entra ID is the recommended option for Azure DevOps Services. PAT is available as a fallback for environments where token-based access is required.

Is this a legal compliance product?

It supports governance monitoring and audit readiness. It is not legal certification and does not replace legal or compliance review.

Get started

Connect Azure DevOps and run your first healthcheck

Get structured visibility into backlog quality, governance posture, and sprint delivery risk — without write access and without a consulting engagement.

Run healthcheck Connect Azure DevOps

Read-only by default  ·  Structured results in minutes

IT Agile Governance supports audit readiness and internal oversight. It does not guarantee regulatory approval or replace qualified legal or compliance review.