RRightSense

ConfirmIQ · RightSense

Broker confirmations to review-ready trade records.

ConfirmIQ is an AI-assisted trade capture and validation workflow for energy and commodity trading teams. It reduces manual rekeying while keeping exception resolution and trade approval with authorized people.

How the workflow operates

  1. 01

    Capture

    Read broker confirmation documents and extract candidate trade terms.

  2. 02

    Structure

    Map the extracted fields into a generic, CTRM-ready trade record.

  3. 03

    Validate

    Check required fields and surface missing, conflicting or uncertain terms as exceptions.

  4. 04

    Review

    A named reviewer checks the source evidence, resolves exceptions and approves the record.

  5. 05

    Handoff

    Prepare the approved record for a controlled CTRM test-environment handoff.

Architecture and pilot controls

A reviewable path from document to controlled handoff.

Source evidence

Keep the source confirmation available alongside extracted fields so reviewers can verify values.

Field validation

Check required data, formats and internal consistency; route gaps and conflicts to an exception queue.

Human decision

Record reviewer resolution and approval before creating the downstream trade record.

Access and audit

For a pilot, agree access, retention, reviewer identity and change logging with the customer before data is used.

CTRM handoff

Map approved output to the customer's agreed test schema and verify the result in a non-production environment.

Measure before scale

Track extraction accuracy, exception rate, review time and handoff success against a baseline.

Demo status: examples use synthetic data and generic CTRM mapping. No live connection to a named CTRM is claimed. Customer-specific security, accuracy and integration performance require validation in a scoped pilot.

Product ownership and delivery

ConfirmIQ is a RightSense product.

RightSense Technologies owns and develops ConfirmIQ. Advaitha, the consulting and transformation practice of RightSense, helps shape the operating architecture, controls and adoption approach for commodity trading workflows.

Explore Advaitha’s commodity trading architecture

Validate ConfirmIQ on a small, redacted sample.

Agree representative confirmation formats, a test schema, reviewer controls and a baseline before the pilot. Then assess accuracy, exception handling, review time and CTRM test handoff.