Accelerate unresolved trade breaks into faster resolutions
Agentic AI to resolve centralized trade data layer breaks by identifying exceptions, coordinating communications, validating resolution, and escalating only when necessary.
Accelerate unresolved trade breaks into faster resolutions
Agentic AI to resolve centralized trade data layer breaks by identifying exceptions, coordinating communications, validating resolution, and escalating only when necessary.
Trade execution is automated. Exception management isn’t.
Trade execution is automated. Exception management isn’t.
Unresolved trade breaks still trigger a highly manual cycle of monitoring, communication, follow-ups, validation, and escalation.
Unresolved trade breaks still trigger a highly manual cycle of monitoring, communication, follow-ups, validation, and escalation.
1
Analysts continuously monitor CTM dashboards for unresolved breaks
1
Analysts continuously monitor CTM dashboards for unresolved breaks
2
Mismatches require manual investigation and routing decisions
2
Mismatches require manual investigation and routing decisions
3
Broker and middle-office communications consume valuable analyst time
3
Broker and middle-office communications consume valuable analyst time
4
Follow-ups and SLA tracking depend on repeated manual intervention
4
Follow-ups and SLA tracking depend on repeated manual intervention
5
Every response can trigger another CTM check before resolution is confirmed
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Every response can trigger another CTM check before resolution is confirmed
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Rising trade volumes make manual exception management harder to scale
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Rising trade volumes make manual exception management harder to scale
Fractal Trade Ops Assist
Fractal Trade Ops Assist
It brings Agentic AI to the unresolved trade break lifecycle while keeping the centralized trade data layer as the source of truth.
It brings Agentic AI to the unresolved trade break lifecycle while keeping the centralized trade data layer as the source of truth.
1
Detects and classifies unresolved CTM trade breaks
2
Determines the right handling path based on business rules
3
Generates contextual broker and middle-office communications
4
Tracks responses, SLAs, reminders, and follow-ups automatically
5
Validates the latest CTM status before confirming resolution
6
Escalates genuine exceptions to the appropriate analyst
1
Detects and classifies unresolved CTM trade breaks
2
Determines the right handling path based on business rules
3
Generates contextual broker and middle-office communications
4
Tracks responses, SLAs, reminders, and follow-ups automatically
5
Validates the latest CTM status before confirming resolution
6
Escalates genuine exceptions to the appropriate analyst
From an unresolved break to a system-confirmed resolution
How Fractal Trade Ops Assist works
Agent-driven orchestration across the trade break lifecycle
From an unresolved break to a system-confirmed resolution
How Fractal Trade Ops Assist works
Agent-driven orchestration across the trade break lifecycle
Agent-driven orchestration across the trade break lifecycle
Agent-driven orchestration across the trade break lifecycle
Detect
Classify
Engage
Follow up
Validate
Resolve
AI across the trade break lifecycle
AI across the trade break lifecycle
Our experts
Vinoj Radhakrishnan
Principal Consultant - Consulting Financial Services
Gaurav Sharma
Client Partner- Consulting Financial Services
Gaurav Sharma
Client Partner- Consulting Financial Services
Recognition and achievements
Select Fractal accolades
Leader
The Forrester Wave: Customer Analytics Services Q2, 2025
Representative vendor
Gartner Hype Cycle for Consumer Goods, 2026
Great Place to Work
Great Place to Work® across four regions: India (9th year), USA (5th year), UK (5th year) and UAE (2nd year)
Recognition and achievements
Select Fractal accolades
Leader
The Forrester Wave: Customer Analytics Services Q2, 2025
Representative vendor
Gartner Hype Cycle for Consumer Goods, 2026
Great Place to Work
Great Place to Work® across four regions: India (9th year), USA (5th year), UK (5th year) and UAE (2nd year)
