More case studies
Finance
Finance
Private credit deal agents, from sourcing and underwriting to IC.
>$1 Billion Asset Manager
Impact
3x
Deals per analyst
-80%
Credit & IC prep
30% cheaper
Cost saving
usecollarai.com
01
The problem
- Existing financial agent solutions don't cover the end-to-end private credit workflow, leaving analysts to keep prompting through underwriting and diligence.
- Market solutions are expensive, with monthly costs in the tens of thousands.
- Over 300 iterations of queries to produce IC-grade credit memos and investment decks.
02
How they used Collar
- Customised agents to the fund's credit box, investment philosophy, and deal processes.
- One-click deployment of self-learning agents to run the entire workflow: from dataroom to credit underwriting and borrower due diligence to credit memos and IC.
- Private-credit expertise built in end-to-end, with the same agents extended to public-market coverage and ongoing covenant and portfolio monitoring.
03
Measured outcomes
3x
Deals per analyst
3x number of deals per analyst.
-80%
Credit & IC prep
30% cheaper than alternative solutions.
30% cheaper
Cost saving
80% time saved on borrower due diligence and credit memo / Investment Committee prep.
usecollarai.com

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