Vindex by Auxiliary Digital

A Product of Auxiliary Digital

The Continuous Quality Feedback Loop for Jira + Azure DevOps

Stop Wasted Cycles.
Start with Confidence.

Vindex is an AI-powered requirements quality analyst that scores every ticket inside Jira or Azure DevOps the moment it’s created or updated.

Vindex Score with clear reasons

A Recommendations (what’s missing + what to add)

Vindex Component Scores that show exactly what needs to be improved.

Your team stops clarification churn, reduces rework, and ships with predictable flow.

Request a Vindex Pilot

Vindex is a product of Auxiliary Digital. White-glove setup is available for early customers, and pilot capacity is limited. We’ll reach out to schedule a short kickoff meeting and confirm details.

-68% rework (340 hrs/mo → 108 hrs/mo) – $47K/month saved – +23% faster delivery

“…We thought we had a quality problem. We actually had a requirements problem…”

VP Engineering, Healthcare SaaS

See how it worked in a regulated healthcare platform →

The Hidden Cost of Ambiguity

You know the pattern: a ticket looks “done” on Friday, then Monday hits and the team is blocked.
Design is outdated, acceptance criteria are vague, and dependencies weren’t surfaced.
That’s not building software. That’s Requirements Roulette.

Wasted
Time

Teams routinely lose huge chunks of the day to context hunting instead of delivery.

Constant Rework

Bugs, UAT failures, and “surprise scope” rooted in requirements that were never truly ready.

Erosion
of Trust

Product and Engineering stop believing each other’s “ready” signals—so handoffs degrade and velocity collapses.

Vindex runs downstream of your existing workflow

How Vindex Works

Detects ticket changes (create/update)

Scores the story against INVEST and your team’s standards

Verifies that the required context exists
(and that links are relevant/current)

Writes results back into the ticket (comment and/or configured fields)

Tracks trends over time so you can see systemic gaps, not just individual misses

Finally, Peace of Mind is Built-In.

Imagine a workflow where the moment a ticket moves to Ready, everyone trusts it.

Quality Score: 4.2/10

Missing Details:

Acceptance Criteria (happy path + edge cases)
Updated design link/error states
Dependency noted (API endpoint + owner)
Logging/telemetry expectations
Compliance/security reference (if applicable)

Remediation Checklist: Add the missing items → rescore automatically.

Quality Score: 9.2/10

No Missing Details

A ticket that is ready for development without wasting time or feedback loops

Integration, Without Workflow Disruption

Vindex is built to support how teams already work:

Works with Jira and Azure DevOps ticket workflows
Inserts scores and fix lists directly where teams live: inside the ticket
Can be configured as advisory feedback or a readiness gate
Invite the whole team—feedback is most valuable when everyone can see it

Security & Data

Minimal permissions

No training on your proprietary data

Enterprise-Grade deployment

If you want to reduce clarification churn, stabilize sprint flow, and raise story quality without adding bureaucracy, let’s talk.