From recap to structured booking

Trader deal recaps arrive through Teams and Outlook in inconsistent formats. Analysts manually retype information into booking systems.

The Challenge

• Heterogeneous recap formats
• Manual re-entry into deal capture system
• Data quality issues
• Weak traceability

The organisation required structured automation of recap capture.

The Solution

Emmie:

• Captures recaps from messaging channels
• Extracts and structures trade data
• Validates and enriches fields against internal sources
• Sends structured JSON into the deal entry system via API
• Flags incomplete information for review

The Impact

• Manual re-entry eliminated
• Faster booking cycles
• Improved data quality
• Controlled and auditable workflow

Outcome

Unstructured recaps become validated system entries.
Booking accelerates.
Control is preserved.