Meeting / Conversation Intelligence

Reference solution for taking one recorded meeting or conversation through transcription, deterministic segmentation, discussion analysis, structured outcome extraction, optional insight and verification passes, and a written follow-up output.

Unit event

Meeting Analysis Request

MEETING_ANALYSIS_REQUEST

One recorded meeting or conversation processed into a transcript-derived understanding, decisions, action items, insights, and written follow-up output.

Design variant

A 60-minute recording, one transcription, deeper discussion analysis, structured-outcome extraction, a separate insight pass, a separate verification pass, and a detailed written follow-up.

Scenario inputs

Every value this design resolves, and who owns it. Change an editable value and the figures recalculate. The pricing engine answers, not this page: nothing here multiplies anything, and until it answers the figures beside you are the ones you were already looking at, labelled as such.

What the exposure labels mean
Editable is yours to set, and every one of them is a control below; Fixed by variant belongs to the design and changes by selecting a different variant; Derived follows whatever the upstream activity publishes — never yours to set, and it moves on its own when the value it is bound to moves.

61 fields

Ingest Conversation5 fields

Fixed by variant
im-receive-meeting-recording-deterministic
origin USERexposure via DEFINITION_STRUCTUREIDau-receive-meeting-recording.implementation_mode_id

Fixed by variant
1UNIT
origin USERexposure via EXPLICIT_UI_PROJECTIONINTEGERau-receive-meeting-recording.occurrence_count

Editable
TOKEN

How much context about the meeting travels with it into analysis.

origin USERexposure via EXPLICIT_UI_PROJECTIONINTEGERau-receive-meeting-recording.undefined

Editable
SECOND

How long the recording runs. The only quantity the audio meter reads, and the one that must never become a token count.

origin USERexposure via EXPLICIT_UI_PROJECTIONINTEGERau-receive-meeting-recording.undefined

Editable
UNIT

How many people spoke. Explanatory only: this catalogue has no diarization Rate, Service or model requirement, and §4 forbids inventing one.

origin USERexposure via EXPLICIT_UI_PROJECTIONINTEGERau-receive-meeting-recording.undefined
Transcribe & Normalize11 fields

Fixed by variant
im-transcribe-meeting-speech-1
origin USERexposure via DEFINITION_STRUCTUREIDau-transcribe-meeting-conversation.implementation_mode_id

Fixed by variant
ctxdex:offering:agent-makers:ctxdex-speech-1
origin USERexposure via EXPLICIT_UI_PROJECTIONIDau-transcribe-meeting-conversation.selection.commercial_offering_id

Fixed by variant
1UNIT
origin USERexposure via EXPLICIT_UI_PROJECTIONINTEGERau-transcribe-meeting-conversation.occurrence_count

Editable
TOKEN

How large the transcript is expected to be. A Scenario assumption, not a conversion from duration: §2 forbids inferring one from the other.

origin USERexposure via EXPLICIT_UI_PROJECTIONINTEGERau-transcribe-meeting-conversation.undefined

Editable
SECOND

How long the recording runs. The only quantity the audio meter reads, and the one that must never become a token count.

origin USERexposure via EXPLICIT_UI_PROJECTIONINTEGERau-transcribe-meeting-conversation.undefined

Fixed by variant
im-normalize-segment-transcript-deterministic
origin USERexposure via DEFINITION_STRUCTUREIDau-normalize-segment-meeting-transcript.implementation_mode_id

Fixed by variant
1UNIT
origin USERexposure via EXPLICIT_UI_PROJECTIONINTEGERau-normalize-segment-meeting-transcript.occurrence_count

Editable
TOKEN

How much of the transcript this step reads.

origin USERexposure via EXPLICIT_UI_PROJECTIONINTEGERau-normalize-segment-meeting-transcript.undefined

Editable
TOKEN

How large the formatted transcript is.

origin USERexposure via EXPLICIT_UI_PROJECTIONINTEGERau-normalize-segment-meeting-transcript.undefined

Editable
UNIT

How many conversation segments were cut. Explanatory only.

origin USERexposure via EXPLICIT_UI_PROJECTIONINTEGERau-normalize-segment-meeting-transcript.undefined

Editable
UNIT

How many people spoke. Explanatory only: this catalogue has no diarization Rate, Service or model requirement, and §4 forbids inventing one.

origin USERexposure via EXPLICIT_UI_PROJECTIONINTEGERau-normalize-segment-meeting-transcript.undefined
Understand Discussion8 fields

Fixed by variant
im-analyze-meeting-discussion-model
origin USERexposure via DEFINITION_STRUCTUREIDau-analyze-meeting-discussion.implementation_mode_id

Fixed by variant
ctxdex:offering:agent-makers:ctxdex-intelligence-4-pro
origin USERexposure via EXPLICIT_UI_PROJECTIONIDau-analyze-meeting-discussion.selection.commercial_offering_id

Fixed by variant
1UNIT
origin USERexposure via EXPLICIT_UI_PROJECTIONINTEGERau-analyze-meeting-discussion.occurrence_count

Editable
TOKEN

The instructions this step is given.

origin USERexposure via EXPLICIT_UI_PROJECTIONINTEGERau-analyze-meeting-discussion.undefined

Editable
TOKEN

Input tokens eligible for cached-input treatment.

origin USERexposure via EXPLICIT_UI_PROJECTIONINTEGERau-analyze-meeting-discussion.undefined

Editable
TOKEN

How much analysis the model is expected to write.

origin USERexposure via EXPLICIT_UI_PROJECTIONINTEGERau-analyze-meeting-discussion.undefined

Editable
TOKEN

How much of the meeting metadata this step reads.

origin USERexposure via EXPLICIT_UI_PROJECTIONINTEGERau-analyze-meeting-discussion.undefined

Editable
TOKEN

How much of the transcript this step reads.

origin USERexposure via EXPLICIT_UI_PROJECTIONINTEGERau-analyze-meeting-discussion.undefined
Extract Structured Outcomes8 fields

Fixed by variant
im-extract-meeting-outcomes-model
origin USERexposure via DEFINITION_STRUCTUREIDau-extract-meeting-outcomes.implementation_mode_id

Fixed by variant
ctxdex:offering:agent-makers:ctxdex-intelligence-4-pro
origin USERexposure via EXPLICIT_UI_PROJECTIONIDau-extract-meeting-outcomes.selection.commercial_offering_id

Fixed by variant
1UNIT
origin USERexposure via EXPLICIT_UI_PROJECTIONINTEGERau-extract-meeting-outcomes.occurrence_count

Editable
TOKEN

Input tokens eligible for cached-input treatment.

origin USERexposure via EXPLICIT_UI_PROJECTIONINTEGERau-extract-meeting-outcomes.undefined

Editable
TOKEN

How much of the discussion analysis this step reads.

origin USERexposure via EXPLICIT_UI_PROJECTIONINTEGERau-extract-meeting-outcomes.undefined

Editable
TOKEN

How much structured outcome text is expected.

origin USERexposure via EXPLICIT_UI_PROJECTIONINTEGERau-extract-meeting-outcomes.undefined

Editable
TOKEN

The instructions this step is given.

origin USERexposure via EXPLICIT_UI_PROJECTIONINTEGERau-extract-meeting-outcomes.undefined

Editable
TOKEN

How much of the transcript this step reads.

origin USERexposure via EXPLICIT_UI_PROJECTIONINTEGERau-extract-meeting-outcomes.undefined
Generate & Validate Insights18 fields

Fixed by variant
im-generate-meeting-insights-model
origin USERexposure via DEFINITION_STRUCTUREIDau-generate-meeting-insights.implementation_mode_id

Fixed by variant
ctxdex:offering:agent-makers:ctxdex-intelligence-4-pro
origin USERexposure via EXPLICIT_UI_PROJECTIONIDau-generate-meeting-insights.selection.commercial_offering_id

Fixed by variant
1UNIT
origin USERexposure via EXPLICIT_UI_PROJECTIONINTEGERau-generate-meeting-insights.occurrence_count

Editable
TOKEN

Input tokens eligible for cached-input treatment.

origin USERexposure via EXPLICIT_UI_PROJECTIONINTEGERau-generate-meeting-insights.undefined

Editable
TOKEN

How much of the discussion analysis this step reads.

origin USERexposure via EXPLICIT_UI_PROJECTIONINTEGERau-generate-meeting-insights.undefined

Editable
TOKEN

How much insight text is expected.

origin USERexposure via EXPLICIT_UI_PROJECTIONINTEGERau-generate-meeting-insights.undefined

Editable
TOKEN

The instructions this step is given.

origin USERexposure via EXPLICIT_UI_PROJECTIONINTEGERau-generate-meeting-insights.undefined

Editable
TOKEN

How much of the extracted outcomes this step reads.

origin USERexposure via EXPLICIT_UI_PROJECTIONINTEGERau-generate-meeting-insights.undefined

Editable
TOKEN

How much of the transcript this step reads.

origin USERexposure via EXPLICIT_UI_PROJECTIONINTEGERau-generate-meeting-insights.undefined

Fixed by variant
im-verify-meeting-outcomes-model
origin USERexposure via DEFINITION_STRUCTUREIDau-verify-meeting-outcomes.implementation_mode_id

Fixed by variant
ctxdex:offering:agent-makers:ctxdex-intelligence-4-pro
origin USERexposure via EXPLICIT_UI_PROJECTIONIDau-verify-meeting-outcomes.selection.commercial_offering_id

Fixed by variant
1UNIT
origin USERexposure via EXPLICIT_UI_PROJECTIONINTEGERau-verify-meeting-outcomes.occurrence_count

Editable
TOKEN

Input tokens eligible for cached-input treatment.

origin USERexposure via EXPLICIT_UI_PROJECTIONINTEGERau-verify-meeting-outcomes.undefined

Editable
TOKEN

How many verification notes are expected.

origin USERexposure via EXPLICIT_UI_PROJECTIONINTEGERau-verify-meeting-outcomes.undefined

Editable
TOKEN

How much of the generated insights this step reads.

origin USERexposure via EXPLICIT_UI_PROJECTIONINTEGERau-verify-meeting-outcomes.undefined

Editable
TOKEN

How much of the extracted outcomes this step reads.

origin USERexposure via EXPLICIT_UI_PROJECTIONINTEGERau-verify-meeting-outcomes.undefined

Editable
TOKEN

How much of the transcript this step reads.

origin USERexposure via EXPLICIT_UI_PROJECTIONINTEGERau-verify-meeting-outcomes.undefined

Editable
TOKEN

The instructions this step is given.

origin USERexposure via EXPLICIT_UI_PROJECTIONINTEGERau-verify-meeting-outcomes.undefined
Produce Follow-up Output11 fields

Fixed by variant
im-produce-meeting-followup-model
origin USERexposure via DEFINITION_STRUCTUREIDau-produce-meeting-followup.implementation_mode_id

Fixed by variant
ctxdex:offering:agent-makers:ctxdex-intelligence-4-pro
origin USERexposure via EXPLICIT_UI_PROJECTIONIDau-produce-meeting-followup.selection.commercial_offering_id

Fixed by variant
1UNIT
origin USERexposure via EXPLICIT_UI_PROJECTIONINTEGERau-produce-meeting-followup.occurrence_count

Editable
TOKEN

Input tokens eligible for cached-input treatment.

origin USERexposure via EXPLICIT_UI_PROJECTIONINTEGERau-produce-meeting-followup.undefined

Editable
TOKEN

How much of the discussion analysis this step reads.

origin USERexposure via EXPLICIT_UI_PROJECTIONINTEGERau-produce-meeting-followup.undefined

Editable
TOKEN

How much follow-up output is expected.

origin USERexposure via EXPLICIT_UI_PROJECTIONINTEGERau-produce-meeting-followup.undefined

Editable
TOKEN

The instructions this step is given.

origin USERexposure via EXPLICIT_UI_PROJECTIONINTEGERau-produce-meeting-followup.undefined

Editable
TOKEN

How much of the generated insights this step reads.

origin USERexposure via EXPLICIT_UI_PROJECTIONINTEGERau-produce-meeting-followup.undefined

Editable
TOKEN

How much of the extracted outcomes this step reads.

origin USERexposure via EXPLICIT_UI_PROJECTIONINTEGERau-produce-meeting-followup.undefined

Editable
TOKEN

How much of the transcript this step reads.

origin USERexposure via EXPLICIT_UI_PROJECTIONINTEGERau-produce-meeting-followup.undefined

Editable
TOKEN

How much of the verification notes this step reads.

origin USERexposure via EXPLICIT_UI_PROJECTIONINTEGERau-produce-meeting-followup.undefined

Cost by operation

Where the direct unit cost comes from. Expand an operation for the activities inside it and how each one resolved.

Complete
Ingest ConversationComplete1 activity, 0 pricedNo amount

Receive the recording and normalize it. No storage or network charge: this catalogue has no canonical authority for one.

Receive Meeting Recording

No pricing request

Accept the recording and normalize it for transcription. Ingestion only.

au-receive-meeting-recordingim-receive-meeting-recording-deterministic

This activity does not price. No request was made, so there is no amount — not an amount of zero.

No amount
Transcribe & NormalizeComplete2 activities, 1 priced0.33 USD45% of direct total

Recognize the speech, then segment and format the transcript locally.

Transcribe Conversation

Priced

Recognize the recorded speech and produce a transcript.

au-transcribe-meeting-conversationim-transcribe-meeting-speech-1

A pricing request was made and returned an amount.

0.33 USD

Normalize / Segment Transcript

No pricing request

Format and segment the transcript and preserve whatever speaker and timestamp metadata already arrived with it.

au-normalize-segment-meeting-transcriptim-normalize-segment-transcript-deterministic

This activity does not price. No request was made, so there is no amount — not an amount of zero.

No amount
Understand DiscussionComplete1 activity, 1 priced0.0744 USD10% of direct total

Read the transcript and state what was discussed and decided.

Analyze Discussion

Priced

Read the conversation and state its summary, topics, decisions and open questions.

au-analyze-meeting-discussionim-analyze-meeting-discussion-model

A pricing request was made and returned an amount.

0.0744 USD
Extract Structured OutcomesComplete1 activity, 1 priced0.0708 USD10% of direct total

Pull decisions, action items, owners, dates, risks and open questions.

Extract Structured Outcomes

Priced

Pull decisions, action items, owners, dates, risks and open questions out of the conversation.

au-extract-meeting-outcomesim-extract-meeting-outcomes-model

A pricing request was made and returned an amount.

0.0708 USD
Generate & Validate InsightsComplete2 activities, 2 priced0.1571 USD21% of direct total

Reason across the conversation, then check the result against it.

Generate Conversation Insights

Priced

Reason across topics for themes, implications, follow-up requirements, risks and unresolved issues.

au-generate-meeting-insightsim-generate-meeting-insights-model

A pricing request was made and returned an amount.

0.0797 USD

Verify Meeting Outcomes

Priced

Check whether the extracted outcomes and insights are supported by the transcript. A check, not a guarantee.

au-verify-meeting-outcomesim-verify-meeting-outcomes-model

A pricing request was made and returned an amount.

0.0774 USD
Produce Follow-up OutputComplete1 activity, 1 priced0.1025 USD14% of direct total

Write the summary, the lists and the follow-up draft.

Produce Meeting Follow-up

Priced

Write the meeting summary, decision and action-item lists, and the follow-up draft.

au-produce-meeting-followupim-produce-meeting-followup-model

A pricing request was made and returned an amount.

0.1025 USD

Direct unit total

0.7348 USD

Bars show each operation’s share of the stated direct unit total. An operation with no priced activity shows no amount, which is not an amount of zero.

Assumptions, issues and reproducibility

Activity states not exercised by this configuration

InactiveUnpricedZero priced

The read model reports these so their absence reads as absence rather than as coverage.

Issues

The runtime reported none for this configuration.

Technical detail and reproducibility

Result source
REFERENCE_PREFETCH
Scenario configuration
scenario:meeting-intelligence:deep:audited-2026-09-20
Pricing effective at
2026-09-20T00:00:00Z
Definition fingerprint
7db5868f7632964ed6e12bfb0125a8f9f5eb4f2cb7b0223c52773843454a27b0
Catalogue fingerprint
fb4a33fb254bba125309001aadb10f470d9bf9f219404324ba86b2ad91c206f1
Pricing engine version
0.7.0
Pricing orchestration contract version
v4
Pricing rule registry version
daf63fc55107b886370c9744e36b7276da8f235e6e5f8eb56a1d2214151568f5
Scenario contract version
v1
Variant definition fingerprint
7db5868f7632964ed6e12bfb0125a8f9f5eb4f2cb7b0223c52773843454a27b0