Middle office AI that gets more work done

What makes our middle office AI product distinct?

Our agents are fine tuned to handle the 70 percent of work not addressed by reconciliation software.

Middle office reconciliation software makes it easy to setup datasets, create checks, and run matches. Unfortunately, this only accounts for about 30 percent of labor in investment operations. Most of the work is spent researching the exceptions that reconciliation software produces.

Deep Research

We developed deep research agents to do the 70 percent of work needed to research and resolve exceptions

Root Cause

Our system focuses on identifying, matching and predicting incidents and root causes of asset classes

Fine Tuning

Our support model includes a level of fine tuning most internal teams and software firms can't provide

Matching Tools

Our agents feed and draw upon proprietary matching tools to improve their predictive accuracy

Our middle office agents offset labor in core investment operations

IBOR to ABOR

Flagging the root causes of differences between the investment and accounting books of record

P&L

Verifying that financial performance and returns align with expectations and calculations

Cash and Positions

Predicting more accurate cash positions based on the common root causes of trade status changes

Derivatives

Reading and reconciling OTC confirmations against electronic trading records to ensure compliance and speed

Traditional reconciliation software helps run checks, but most labor is spent researching and resolving exceptions

The middle office reconciliation agents that you can rely on

Deep research agents designed to research and explain exceptions
Agents track incidents and root causes by materiality and frequency
Agents record predicted versus actual root causes enabling better ROI

Selective Team

  • Team members drawn from top research universities like Harvard, Yale, MIT, and Michigan
  • Several PhDs on staff

Academic Advisors

  • Joint reinforcement learning agent research with Yale
  • Advisors from Harvard, Oxford, and Yale

AI First Platform

  • Deep research agents specialized in financial transactions
  • Integrates all sources of data and docs

Secure Platform

  • Tracks and measures agent and algorithm performance
  • SOC1 certified
  • ISO 27001 certified
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