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🔎 Platform · Sparks Auto QA

Grade Every Conversation.
Not Just A Sample.

Sparks reviews the entirety of your chat and voice volume against the rubric you define — surfacing coaching moments and compliance exposure that a manual audit, sampling a sliver of interactions, would never catch.

Sparks Auto QA scoring a live conversation

Four Engines, One Quality Standard

Explore each engine powering the experience — scroll this section into view and watch it unfold on its own.

Custom scorecard builder
Custom Scorecards

Build The Rubric That Matches Your Standards

Define exactly what a great conversation looks like — tone, compliance, resolution steps — and Sparks scores against your own criteria automatically.

Full volume conversation auditing dashboard
Full-Volume Auditing

Every Conversation Reviewed, Not A Fraction

Manual QA teams can only sample a fraction of interactions. Sparks evaluates every single one, held to the same standard, every time.

Coaching insights and flagged moments
Coaching Insights

Turn Scores Into Specific, Actionable Feedback

Every flagged conversation arrives with the exact moment and the reason behind it — so coaching conversations start with evidence, not guesswork.

Compliance risk monitoring alerts
Compliance Monitoring

Catch Risk Before It Becomes A Complaint

Automatically flags missed disclosures, policy deviations, or off-script language the instant they occur — not weeks later in an audit.

📈 Impact

One Scorecard, Total Visibility

Replace sampling and spreadsheets with a single standard applied consistently, across every agent and every conversation.

100% Coverage Faster Coaching Cycles Lower Compliance Risk Consistent Scoring Less Manual Auditing

Engineered For
Rigorous, Repeatable Quality Review

Every capability your quality team needs to evaluate conversations objectively, at scale.

📋

Custom Rubrics

Define your own scoring criteria, weighted exactly the way your standards demand.

🔍

Full-Volume Review

Every conversation audited, always — not a 2% sample pulled at random.

🚩

Auto-Flagging

Surfaces risk and coaching moments the instant a conversation ends.

📈

Trend Reporting

Tracks quality shifts across teams, agents, and channels over time.

❤️

Sentiment Scoring

Rates tone and empathy automatically alongside process adherence.

⚖️

Calibration Tools

Keeps human reviewers and automated scoring aligned over time.

🎯 Built For Quality Teams

A QA Process That Scales With You

No sampling bias, no reviewer fatigue. Define your rubric, calibrate the scoring, and expand coverage on your own schedule.

01
🎯

Removes Sampling Bias

Every conversation is scored against the exact same rubric, without exception.

02

Speeds Up Coaching

Managers spend their time coaching, not hunting for examples to reference.

03
🧬

Adapts To Your Rubric

Scoring criteria evolve automatically as your internal standards evolve.

Frequently Asked Questions

What is Sparks Auto QA?

An automated quality assurance layer that scores 100% of your chat and voice conversations against a rubric you define — replacing manual sampling with full coverage.

Does it replace our human QA reviewers?

No — it removes the busywork of sampling so your reviewers can spend their time coaching agents on the moments that actually matter.

Can we customize the scoring rubric?

Yes. Every criterion, weighting, and compliance rule is fully configurable to match your organization's own quality standards.

Does it work across both chat and voice?

It does. Sparks evaluates text conversations and transcribed voice calls against the same consistent rubric.

How accurate is the automated scoring?

Sparks is calibrated against your own human reviewers, and continues learning from their corrections to stay aligned over time.

Can we export reports for compliance audits?

Absolutely — every score, flag, and trend can be exported into a compliance-ready report on demand.

Ready To Audit Every Single Conversation?

See how Sparks Auto QA replaces sampling with full-volume review — book a live walkthrough.

🔎 Watch It In Action