Media briefing question rehearsal

For technical spokesperson trainers, turn approved topic facts and synthetic questions into trainer-reviewed rehearsal report. Address this specific problem: experts cannot distinguish facts from speculative answers. The aim: practice staying within verified knowledge. The pilot tests whether that benefit holds up against reviewer effort and real operating costs.

The buyer creates a project, supplies approved topic facts and synthetic questions, and confirms scope and access. Users correct extracted facts, resolve flagged uncertainties and approve the final trainer-reviewed rehearsal report before use. Retain source links and a version history for the next cycle.

How the AI works

AI assists these bounded tasks: generate question variants; flag unsupported responses; draft evidence prompts. Use only approved topic facts and synthetic questions and preserve uncertainty in trainer-reviewed rehearsal report. Keep model suggestions separate from verified facts. Link factual outputs to authorized input evidence and show missing information explicitly. Use deterministic checks for counts, dates, identifiers and arithmetic where applicable. A designated reviewer validates consequential outputs and signs off the delivered result.

Safeguards

Verify public facts and quotations. Keep publication authority explicit and preserve the original context behind media and reputation findings. One organization, one defined input format and one representative pilot batch using approved topic facts and synthetic questions. Professional judgment, physical inspections, live external actions and production certification remain outside this prototype. Require appropriate access and publication approval. Preserve source material, label AI drafts and make corrections traceable. Measure false positives and missed cases alongside speed.

What to build first

Costed pilot: One organization, one defined input format and one representative pilot batch using approved topic facts and synthetic questions. Professional judgment, physical inspections, live external actions and production certification remain outside this prototype. Start with one buyer organization and a bounded set of representative inputs. Implement the first two modules: generate question variants; flag unsupported responses. Support the third task through an assisted review queue: draft evidence prompts. Handle the remaining required functions manually until validated. Include input upload, source references, user correction, a reviewer approval step and export of trainer-reviewed rehearsal report. Authentication, account isolation, deletion controls and basic operational logging are included. Specialized production certification, live write integrations and broader rollout are not included unless explicitly stated.

What it can connect to

Approved company facts, permitted media sources and publication workflows. Learning portals, calendar scheduling and authorized session exports. Make recording, sharing and retention controls explicit in the product. Begin with uploads and exports of approved topic facts and synthetic questions. Any named system or connector is a candidate requiring current access and compatibility checks; no live connection is included by default.

The screens in detail

Use a scenario catalog with clear goals and difficulty settings. The main session area supports text, optional voice and visible context. Follow it with a replay or decision map, annotated feedback and a next-practice plan. Facilitators can author scenarios and review participant-selected sessions. Open with brief and sources; move into media briefing question rehearsal for the detailed task; finish in review and delivery for review and handoff. Show the source record, uncertainty and approval status beside each proposed output.