- 01
Define the comparison job
Treat “add top text to image” as a search job to investigate, not as proof that a SEELE feature exists. First define a matched test and compare current, dated observations without declaring a universal winner. Write the intended audience, source owner, desired change, protected details, reviewer, and delivery condition before selecting any interface or model. That brief keeps the evaluation specific and makes an unsupported assumption visible early. Before delivery, preserve the decision history, and ask the policy reviewer to record claim scope before the release review.
- 02
Prepare inputs for visual creation tools
For this topic, assemble a clear creative job, authorized references, required controls, reviewer expectations, budget context, and delivery format. Record where each source came from, who may use it, and what must remain unchanged. Use a small representative asset for the first pass, keep the original untouched, and define a fallback route so experimentation cannot silently become the production master. Before delivery, preserve the reference set, and ask the rights reviewer to record visible continuity before the source comparison.
- Confirm ownership, consent, and allowed reuse In the decision log, preserve the handoff draft, and ask the model evaluator to record human approval before the acceptance review.
- Preserve an untouched source and version history In the decision log, preserve the decision history, and ask the rights reviewer to record format readiness before the acceptance review.
- Name the reviewer and acceptance condition In the decision log, preserve the control log, and ask the continuity editor to record claim scope before the fallback decision.
- 03
Test observable controls for add top text to image
A bounded evaluation should inspect input support, controllability, source fidelity, revision behavior, governance, collaboration, and handoff readiness. Change one meaningful variable at a time and record the date, workspace, account context, input, setting, result, and failure. Topic selection can prioritize the question, but it does not establish availability, quality, speed, licensing, or a supported SEELE workflow. In the decision log, preserve the test fixture, and ask the accessibility reviewer to record evidence freshness before the acceptance review.
- 04
Review evidence, safety, and policy boundaries
Third-party names, pricing, features, access, and specifications require current dated first-party verification. Use only authorized media, separate observed behavior from marketing language, and check current first-party documentation for any product-specific claim. For third-party products, competitors, plans, models, and platform rules, attach a verification date and primary source; an absent statement is an evidence gap rather than proof of a limitation. At handoff, preserve the reference set, and ask the factual editor to record input provenance before the source comparison.
- 05
Approve a reversible production handoff
Before advancing “add top text to image”, use a matched test asset, record the date and account context, separate observations from claims, and document tradeoffs. Document remaining manual work, unresolved evidence, destination requirements, and the person accepting the result. The handoff should preserve sources and test notes, allow correction, and avoid promises about output quality, turnaround, business performance, publishing, or access that the evidence does not support. Before revision, preserve the reference set, and ask the production lead to record source fidelity before the controlled revision.