Agile Intelligence · AI-powered ART Analysis

Your ART backlog
tells the real story.

Upload your backlog from Azure DevOps, Jira, or Rally. Our analysis engine runs 7 specialized checks across your ART data and delivers a free discover — health indicators, top findings, and what to act on before your next PI Planning.

See a sample report
Three simple steps
01

Upload

Export your backlog as a CSV or Excel file from your tool of choice. No integration. No configuration. No login required.

02

Analysis

The engine runs 7 specialized checks across your ART data: team-level health, cross-team dependencies, compliance exposure, value clarity, strategic alignment, structural patterns, and historical drift — in minutes.

03

Discover

You get a visual dashboard with your ART Health Score, the top 3 improvement opportunities, and the top 3 inconsistencies detected. No spreadsheet. No jargon. Just what matters.

Seven specialized lenses.
One diagnosis.
Seven specialized lenses on your backlog data — each looking for a different category of risk, gap, or opportunity your planning process didn't catch.

◉ Team Health

State distribution, backlog quality, completion rate, and orphan features per team.

◉ Dependency Detection

Cross-team dependencies — coordinated and uncoordinated — before they become blockers.

◉ Compliance Gate

GDPR, PII, security, and governance items that reached active development without a review.

◉ Value Clarity

Features without a defined business value or a strategic rationale. The items nobody can explain.

◉ Strategic Alignment

Features without a PI Objective above them. Work your ART is doing that leadership can't see.

◉ ART Synthesis

The full picture across all teams — what's healthy, what's at risk, what needs a decision at the top.

◉ Historical Drift

Upload two PIs and see what changed, what persisted, and what got worse between planning cycles.

The free discover includes:
ART Health Score 0–100 visual indicator + what's driving the score
Top 3 improvement opportunities With specific item IDs and recommendations
Top 3 inconsistencies detected By category and severity — what to address first
One recommended action To take before your next PI Planning

The full analysis — all findings, all teams, complete narrative — is reviewed together in a 60-minute session.

Book a session to go deeper →
In a typical ART analysis
54%
of features have no PI Objective above them — invisible to leadership, unplanned by teams.
3–5
cross-team dependencies appear uncoordinated — not because teams don't know, but because no process surfaces them before PI Planning.
1+
compliance item (GDPR, PII, security) already in active development without a review gate.
0%
Business Value consistently defined at the ART level — teams fill the field differently, or not at all.
Most ART problems aren't invisible.
They're just unread.

The data is in your backlog. It's been there for months — sometimes years. Features without owners. Dependencies nobody mapped. Compliance items that slipped through planning because there was no gate. Business Value that means something different to every team because nobody defined it at the ART level.

A PI Review doesn't surface this. A retrospective doesn't either. The backlog does — if you know how to read it.

That's what Agile Intelligence does.

It starts with
your data.

Upload your backlog and discover what the analysis finds — or book a call if you want to talk through it first.

Book a call