Skavio Meeting: How to check a summary against the original recording
Skavio Meeting turns a recording into a speaker-aware transcript and a structured report, including decisions, action items and open questions. Before sharing those outcomes, check whether the recording supports them—not whether the summary repeats every word. The method below is a manual review using the transcript, your original recording and separate review notes. It does not assume a built-in editor, synchronized playback or approval controls.
1. Keep the generated draft separate from the reviewed record
Preserve the original recording and an untouched copy of the generated report. Make corrections in a separate working document so you can distinguish the generated wording from the version you have checked. This separation matters because fluent prose is not evidence of accuracy. NIST’s Generative Artificial Intelligence Profile identifies confabulation as confidently presented false or erroneous generated content and recommends checking sources and citations in generated outputs. For a meeting summary, consult the recording to establish what participants audibly said. Agreement between the transcript and summary is not independent confirmation. A transcription error can carry through into the report. Use the transcript to locate a discussion, then listen before accepting a consequential claim.
2. Split each important sentence into claims you can test
Start with statements that could trigger work, spending or an external promise. The fictional sentence “The team approved the launch, with Alex responsible for delivery on Friday” contains several claims: approval, ownership and a deadline. Each needs support. For a decision, identify what was approved and whether approval was conditional. For an action item, distinguish the person proposing the task from the person accepting it. A date mentioned during discussion is not necessarily a confirmed deadline. Consider another fictional example: “I can aim for Friday if testing passes.” Summarizing it as “Friday delivery confirmed” removes both the uncertainty and the condition. A defensible revision would preserve those limits rather than turn a target into a commitment.
- Decision: was an option agreed, merely proposed or deferred?
- Owner: did the named person accept responsibility?
- Deadline: was the date confirmed, tentative or conditional?
- Scope: what deliverable, amount or dependency was actually discussed?
3. Use the transcript to navigate, then replay the exchange
Find the relevant passage in the speaker transcript, then replay the surrounding exchange in an available media player. Begin before the apparent decision and continue through the responses. Note the recording time range yourself so another reviewer can revisit it. Listen closely to names, numbers, negation and qualifying phrases such as “subject to approval.” Check speaker attribution too. AssemblyAI’s documentation describes generic speaker labels that distinguish voices; those labels do not themselves establish participants’ real names. Do not assign a real name solely from a label. Brief acknowledgments deserve particular care. AssemblyAI warns that a person who speaks only briefly may not receive a distinct speaker label. If task acceptance rests on a short “yes,” listen for who said it and what question they were answering. If the audio remains ambiguous, leave the owner unresolved.
4. Check what the summary left out—or what changed later
A concise summary can omit repetition. It should not omit a condition, objection or later reversal that changes the outcome. Review the discussion around each important decision and any later return to that topic. Ask whether someone challenged the proposal, whether approval was deferred, or whether the group subsequently changed the scope. Do not treat the absence of an audible objection as proof that every participant accepted an assignment. Keep the limits of the evidence clear. A recording supports what was audibly said, not necessarily the objective truth of a participant’s statement or an agreement made outside the recording. Where the discussion does not settle a consequential point, seek separate participant confirmation and label the answer as post-meeting clarification—not as something agreed on the call.
5. Record the correction before sharing the outcome
Use a separate review sheet with these columns: summary claim | recording time range noted by reviewer | speaker | supporting context | review status | revised wording. The purpose is to make the basis for a correction visible, not merely replace one confident sentence with another. Skavio Meeting supports TXT, DOCX and PDF outputs. Keep the generated output as the draft and prepare the reviewed sharing copy in your own document tools. Apply your team’s approval process before distributing it. Review any follow-up draft too: a careful decision log can still be undermined by an email that introduces a new promise.
- Confirmed: the recording supports the claim, including any stated owner, timing and conditions.
- Corrected: revise the wording and note the passage supporting the change.
- Unresolved: retain the uncertainty and identify who needs to clarify it; do not distribute it as a confirmed commitment.