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UVERA

Trust Center · Phase 2 evidence

What we changed after Phase 1.

For each judging criterion: the judges' main concern, what we built in response, and the measured result. Numbers are read from result files written by the Phase 2 scripts; anything not yet measured says so.

Phase 1 scores

total 76.67 / 100

Bar = share of the points available for that criterion.

Criterion 1 of 7

Problem relevance

Phase 1: 17.33 / 20

The judges' concern

“no evidence of interviews, deployment observations ... controlled customer testing”

What we built

  • An on-site user study on participants' own phones, in Bangla and English: do people understand the Pause and the “not sure” state, and would they stop?
study.json pending · measuring…

measuring… (no results file yet)

Open the live study results

Criterion 2 of 7

AI/ML depth

Phase 1: 17 / 20

The judges' concern

To be added from the Phase 1 feedback.

What we built

Being written up.

robustness.json pending · measuring…

measuring… (no results file yet)

ablation.json · ladder pending · measuring…

measuring… (no results file yet)

Criterion 3 of 7

Business impact

Phase 1: 13.33 / 20

The judges' concern

Customer impact depends on an assumed 30–70% intervention rate.

What we built

  • An economic model that asks what follow rate UVERA needs to break even, instead of assuming one.
business.json pending · measuring…

measuring… (no results file yet)

Criterion 4 of 7

Prototype

Phase 1: 12 / 15

The judges' concern

To be added from the Phase 1 feedback.

What we built

Being written up.

ablation.json · closed_loop pending · measuring…

measuring… (no results file yet)

Criterion 5 of 7

Innovation

Phase 1: 7.67 / 10

The judges' concern

“quantify whether linking and evidence generation actually improve analyst decisions beyond simple alert aggregation”

What we built

  • Case Linker against naive alert aggregation on the same alerts, plus an A/B analyst task in the user study.
ablation.json · linking_vs_naive pending · measuring…

measuring… (no results file yet)

study.json · triage pending · measuring…

measuring… (no results file yet)

Open the live study results

Criterion 6 of 7

Scalability

Phase 1: 5.67 / 10

The judges' concern

To be added from the Phase 1 feedback.

What we built

Being written up.

scalability.json pending · measuring…

measuring… (no results file yet)

Criterion 7 of 7

Responsible AI

Phase 1: 3.67 / 5

The judges' concern

To be added from the Phase 1 feedback.

What we built

Being written up.

fairness.json pending · measuring…

measuring… (no results file yet)

security.json pending · measuring…

measuring… (no results file yet)