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Product Principles

The standards that guide how UONE presents evidence, explains uncertainty, and supports responsible review.

Product decisions

Principles that guide UONE

These principles shape the customer experience, evidence presentation, messages, and recovery guidance.

AreaStandardOperational meaning
01Evidence before assumptionPresent findings only when supported by relevant evidence; do not fill gaps with guesses.
02Blank is a valid outcomeLeaving a field empty is better than presenting unreliable information as useful.
03Evidence level is not certaintyUse the evidence-level category and ordinal index to guide review, not to replace identity confirmation or human judgement.
04Explain uncertaintyShow when evidence is incomplete, conflicting, outdated, or suitable for manual review.
05Better input, better contextAccurate, complete identity context can improve differentiation, but does not guarantee evidence.
06One clear action per controlButtons and messages should reflect the latest confirmed action, especially when starting, pausing, resuming, stopping, or signing out.
07Recover without duplicationInterrupted work should be recoverable without silently creating duplicate campaigns, exports, or charges.
08Responsible use by designThe product should reinforce authorisation, proportionality, access control, and appropriate human review.
09No hidden overpromisesAvoid unsupported claims about accuracy, success rate, legal compliance, recency, or guaranteed contact information.
10Privacy by designPrivacy, minimisation, controlled access, retention, and deletion are considered throughout product and operational design rather than added only after deployment.
11Least-privilege accessPeople should receive only the information and permissions needed for their approved responsibilities, with sensitive and administrative actions attributable.
12Secure data handlingSubmitted information, operational records, and exports should be handled in proportion to their sensitivity throughout collection, use, retention, sharing, and deletion.

Why these principles matter

A useful service must be honest when evidence is limited, clear when an action needs attention, and specific about what the customer should review.

Transparency with proportionate confidentiality

UONE explains evidence quality, uncertainty, human review, data minimisation, and accountability in clear terms. Transparency does not require publication of credentials, internal architecture, security thresholds, or provider-routing logic.

Continue exploring

Explore how these principles appear in operational, trust, and legal guidance.