UseCase

Post-Trade Data Management and Reconciliation

PiTech builds unified trade lifecycle data platforms with automated reconciliation engines, same-day break detection, and pre-populated investigation workflows enabling T+1 settlement compliance, reducing reconciliation exceptions 60–80%, and automating FINRA settlement fail reporting and DTCC submission.

60–80%

Reconciliation exceptions reduced

Same-day

Break detection capability

T+1 ready

Settlement cycle compliance

Automated

FINRA fail reporting

Client Snapshot

Industry

Capital Markets

Solution

Data Solutions | Process Solutions

Complexity

High

Delivery

Architecture + Implementation

The Problem

Post-trade operations generate the highest manual exception volume in capital markets back offices. Trade breaks, settlement fails, and reconciliation exceptions require investigation across counterparty confirmations, CCP data, custodian records, and internal position systems that rarely agree on trade details at first match. The operational cost of manual exception resolution is significant — but the compliance cost of systematic settlement failures under T+1 is higher.

The US shift to T+1 settlement in May 2024 compressed the window for manual break investigation from two days to one  eliminating the buffer that most back-office teams relied on for discovering and resolving mismatches. Firms using overnight batch reconciliation consistently discover breaks after the T+1 settlement window has passed, producing FINRA settlement fail reporting obligations and client relationship risk simultaneously.

Ready to Start?

Schedule a Post-Trade Operations Assessment

Get a candid analysis of your current settlement fail rate, reconciliation exception volume, and T+1 compliance posture.

T+1

US equities settlement since May 2024  eliminating the overnight investigation buffer most back offices relied on. Firms without automated same-day break detection are systematically failing settlements that could have been caught and resolved within the settlement window. Settlement fail rates above peer benchmarks now create direct FINRA reporting exposure.

How PiTech Delivers

01

Unified Trade Lifecycle Data Integration

Trade data integrated from execution venues, OMS, CCP, custodian, and internal position systems into a single data model with common trade identifiers and shared reference data. The data model eliminates the identifier mismatch problem that causes the majority of reconciliation false breaks  where the same trade is represented with different IDs across systems.

02

Automated Reconciliation Engine

Rule-based matching across counterparty and internal data sources with tolerance rules calibrated by asset class and counterparty characteristics. Match rate optimization through intelligent tolerance handling. Unmatched items classified by break type  quantity, price, settlement date, identifier  for priority-based routing to investigation queues.

03

Same-Day Break Detection and Investigation Workflow

Break notifications delivered in real time with pre-populated investigation context  counterparty confirmation, execution record, custodian record, and position data assembled automatically. Investigation workflow tracks each break from detection to settlement confirmation with full audit trail. Escalation triggers for breaks approaching settlement deadline.

04

Regulatory Reporting and Analytics

FINRA settlement fail reporting automation and DTCC submission pipeline. Exception trend analytics identifying systematic causes of recurring breaks by counterparty, asset class, and break type. Counterparty performance dashboards supporting commercial relationship management and SLA enforcement.

Proven Outcomes

60–80%

Reconciliation exception reduction in deployed programs

Same-day

Break detection capability replacing overnight batch discovery

25–40%

Program timeline compression through PiTech data engineering methodology

Proven Outcomes

18+

Years in Regulated Industries

What You Gain

60–80%

Reduction in reconciliation exceptions requiring manual investigation

Same-day

Break detection replacing overnight or next-day discovery

T+1 ready

Settlement workflow for covered equity and fixed income categories

Automated

FINRA settlement fail reporting and DTCC submission workflow

What's Included

Trade lifecycle data integration

Trade lifecycle data integration

Execution venues, OMS, CCP, custodian, and internal position data unified with common trade identifiers

Automated reconciliation engine

Automated reconciliation engine

Asset-class calibrated tolerance rules, break classification, and priority-based routing

Same-day break detection

Same-day break detection

Real-time mismatch identification with pre-populated investigation context

Investigation workflow management

Investigation workflow management

Break lifecycle tracking from detection through settlement confirmation with full audit trail

Settlement deadline escalation

Settlement deadline escalation

Automated alerts for breaks approaching T+1 settlement deadline requiring priority resolution

FINRA settlement fail reporting

Fair lending monitoring module

FINRA settlement fail reporting

Automated regulatory submission pipeline with audit trail and deadline management

Exception analytics dashboard

Exception analytics dashboard

Systematic break cause analysis, counterparty performance tracking, and SLA compliance metrics

Frequently Asked Questions

How did T+1 settlement specifically change the reconciliation challenge?

T+1 eliminates the T+2 manual investigation buffer. Under T+2, a break discovered at overnight batch had the following business day for investigation and resolution before the settlement deadline. Under T+1, a break not discovered and resolved same day produces a settlement fail. Firms using overnight batch reconciliation are systematically late to discover breaks that could be caught and resolved within the settlement window with real-time detection.

Yes. PiTech has data integration experience with DTCC (DTC, NSCC, FICC), Euroclear, Clearstream, LCH, ICE Clear Credit, and major prime brokerage custody platforms. Integration architecture uses standard industry messaging formats (SWIFT FIN, FpML, FIX) where available, with custom adapters for legacy settlement system connectivity.

Automated matching typically resolves quantity mismatches within tolerance thresholds, price differences within configurable tolerance ranges, counterparty identifier mapping issues (where different IDs represent the same counterparty), and settlement date discrepancies attributable to holiday calendar differences. Complex breaks involving trade amendments, partial fills, or disputed terms require human investigation  workflow automation reduces investigation time rather than replacing analyst judgment.

The unified trade lifecycle data model serves as the data source for EMIR trade reporting, MiFID II transaction reporting, SEC equity data rule submissions, and CFTC swap data reporting the same data that reconciliation uses is the data regulatory reports require. Building post-trade reconciliation on a unified data model enables single-source regulatory reporting across multiple obligation types.

A focused program covering equity and fixed income reconciliation and same-day break detection for a mid-tier broker-dealer typically runs 9–14 months from architecture design to production. Programs that also cover derivatives and foreign exchange add 6–9 months. PiTech stages delivery to produce measurable same-day detection capability in the first phase before full platform completion.

T+1 settlement compliance is no longer a future planning exercise it is a current operational requirement with direct FINRA reporting consequences.

PiTech builds the post-trade data infrastructure that makes same-day break detection and T+1 compliance operational. Contact us to discuss your program.

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