GGI / ERI™ · Operational Reconciliation Framework

Identify the inconsistency
before it becomes leverage.

ERI™ is an operational reconciliation and exception-detection framework designed to surface inconsistencies before they become diligence findings — continuously, across the ownership lifecycle.

Request an ERI™ Briefing →

Not a score. A reconciliation.

Most organizations don't fail because information doesn't exist. They fail because critical information resides across multiple systems, stakeholders, and records that gradually drift out of alignment — and nobody identifies the discrepancy until scrutiny forces the conversation.

ERI™ (Exit Readiness Index) is an operational reconciliation and exception-detection framework designed to identify inconsistencies before they become diligence findings.

ERI™ evaluates operational evidence across systems organizations already rely upon and surfaces situations where authoritative records disagree, controls appear misaligned, governance artifacts fail to reconcile, or material operational changes emerge over time.

Four questions. One continuous answer.

ERI™ answers the questions that QoE, ERP systems, and compliance programs don't reach — continuously, not at the moment scrutiny arrives.

01

What problem exists?

Organizations rarely struggle because information doesn't exist. They struggle because critical information resides across multiple systems and records that gradually drift out of alignment — invisible until diligence, underwriting, or audit pressure forces reconciliation.

02

What is ERI™?

An operational reconciliation and exception-detection framework. ERI™ evaluates the evidence that organizations already possess, identifies where authoritative records disagree, and surfaces material inconsistencies before external scrutiny finds them first.

03

What does ERI™ actually do?

Evaluates operational evidence across existing systems. Identifies conflicting records across workforce, payroll, entity, and vendor data. Detects exceptions against documented policy. Tracks operational drift between periods. Documents findings with supporting evidence. Creates governance visibility that persists across the ownership lifecycle.

04

What does ERI™ not do?

ERI™ is not a predictive model, an AI risk score, an alternative source of truth, or a replacement for diligence. The objective is not to determine which source is correct. The objective is to identify where uncertainty exists, quantify its scope, document supporting evidence, and elevate material findings before they become diligence discoveries.

What ERI™ actually does.

Six capabilities. Each addresses a different layer of the gap between what appears to be true and what can be institutionally proven.

Operational Reconciliation

Evaluates evidence across systems organizations already rely upon. Identifies where authoritative records disagree — across payroll, HRIS, identity governance, entity registers, and vendor data.

Exception Detection

Surfaces situations where controls appear misaligned, governance artifacts fail to reconcile, or operational conditions diverge from documented policy — before external scrutiny finds them.

Drift Monitoring

Tracks operational changes between periods. Identifies whether prior findings have been resolved, persist unchanged, or represent newly emerging risk — continuously, not at exit.

Evidence Documentation

Produces findings with traceable supporting evidence. Every material inconsistency is documented against the sources that produced it — creating an audit trail that exists before anyone asks for it.

Governance Lineage

Creates institutional verifiability without assuming long-term document custody. The record of what was known, when it was known, and what evidence supported that knowledge persists across the ownership lifecycle.

Uncertainty Identification

Quantifies the gap between what appears to be true and what can actually be proven. That gap — not just the score — is the signal that matters in transaction, underwriting, and governance contexts.

Important Distinction
Not a predictive model
Not an AI risk score
Not an alternative source of truth
Not a replacement for diligence

The objective is not to determine which source is correct.
The objective is to identify where uncertainty exists, quantify its scope, document supporting evidence, and elevate material findings before they become diligence discoveries.

QoE disciplines financial reporting.
ERI™ disciplines the operating layer beneath it.

Quality of Earnings brought discipline to the financial layer of transaction environments. ERI™ addresses the operating layer QoE does not reach — and unlike QoE, it runs continuously.

Quality of Earnings

Financial layer, point-in-time.

  • Disciplines financial reporting into defensible structure
  • Assembled under transaction pressure at exit
  • Financial statements, earnings normalization
  • Does not reconcile operational records across systems
  • Does not run continuously
ERI™ — Exit Readiness Index

Operating layer, continuous.

  • Reconciles operational evidence across existing systems
  • Tracks continuously across the ownership lifecycle
  • Workforce, entity, vendor, tax, compliance posture
  • Surfaces the layer QoE does not reach
  • Pre-existing record — not assembled under pressure

Three institutional pillars.
One continuous view.

ERI™ evaluates operational readiness across three institutional pillars — the constructs that matter to buyers, lenders, and governance professionals.

01

Workforce
Integrity

Evaluates the alignment of workforce records, payroll operations, organizational structure, and human capital governance across operating jurisdictions.

02

Financial &
Governance Integrity

Evaluates governance records, entity alignment, reporting controls, and institutional oversight mechanisms — the layer QoE does not reach.

03

Operational
Integrity

Evaluates systems, vendors, compliance environments, and operational execution across the enterprise.

Together, these pillars provide a continuous view of operational readiness across the ownership lifecycle.

The people who carry
the operational risk.

ERI™ surfaces what institutional scrutiny would find — before it looks. Different audiences use that visibility differently.

PE / VC Operating Partners

Portfolio-wide visibility before the next IC meeting.

ERI™ surfaces operational fragmentation across your portfolio continuously — so deteriorating companies are flagged before they become diligence problems, not after. One composite signal per portfolio company, updated across the ownership lifecycle.

Portfolio CFOs & COOs

The reconciliation moment that never has to happen.

Every finance and operations leader has a version of the same story: external scrutiny arrives and weeks get spent reconstructing documentation that should have been continuous. ERI™ eliminates that moment by creating the record before anyone asks for it.

M&A / Transaction Advisory

A pre-existing operational record at diligence.

Portfolio companies with a current ERI™ assessment arrive at diligence with documented operational findings already structured. That changes the diligence conversation, the underwriting conversation, and the valuation conversation.

Insurance / Underwriting

Score the evidence quality before it arrives at your table.

Underwriting ecosystems already price the downstream consequences of documentation asymmetry. ERI™ surfaces and scores that gap upstream — before it arrives as a reconstruction under transaction pressure.

See what institutional scrutiny
would find in your portfolio.

ERI™ briefings are available under NDA for qualifying PE and VC firms. The conversation takes 30 minutes.

Schedule a Briefing →