NaceAI — Metamodel for Enterprises

Solutions

AuditLens

Driving operational excellence

Detect hidden operational issues, explain root causes with full evidence, and act on prioritized recommendations — powered by the Nace Metamodel for qualitative and quantitative precision.

Understand your Growth Margins in a Day, Not Next Quarter

AI-powered invoice generation and auditing that catches the fees, excess hours, and compliance risks your finance team misses.

Detect

Surface hidden issues across operational data — billing leakage, variance, contract gaps, and process drift.

Explain

Connect every finding to its root driver, responsible owner, and the evidence that supports the conclusion.

Act

Prioritize the actions that create the most recoverable value - ranked by impact, confidence, and feasibility.

Connects the systems your business already runs on.

AuditLens reads the source of truth wherever it lives — finance, revenue, expense, and operational systems — and unifies it through the MetaModel.

ERP & Finance

NetSuite · SAP · Workday · Dynamics

CRM & Revenue

Salesforce · HubSpot · custom CRMs

Travel & Expense

Navan · Concur · Expensify

Operational Systems

Billing · Contracts · Custom data

System of records

NetSuite · SAP

Salesforce · HubSpot

Workday · Concur

Contracts & PDFs

Operational logs

Nace Metamodel

Authority rules

applied

Rate variance

checked

Contract rules

parsed

Capture Window

scanned

All operational

AuditLens Intelligence Layer

Recoverable

$9.3M

Confidence

95%

Ranked findings

193

Owner-attributed & evidence-linked

Nace MetaModel Technology

Enterprise intelligence powered by MetaModel

The Nace MetaModel converts your organization's policies, business logic, and domain knowledge into specialized models purpose-built for your operations. Every finding AuditLens produces is grounded in your specific context — not generic inference.

Task-specific reasoning

Models fine-tuned for billing analysis, contract review, rate variance, and expense reconciliation - not general-purpose chat.

Complete transparency

Where the model looks is exactly what it explains. Every inference is traceable to source data and business rules.

Qualitative + quantitative precision

Combines structured data analysis with policy and contract interpretation — delivering findings with dollar impact attached.

Proven across complex operating environments.

AuditLens adapts to the specific business logic, authority rules, and data patterns of your industry — not a generic template.

Services & Staffing

Margin compression intelligence

Detect rate variance, billing leakage, and expense overruns across high-volume assignments and contracts - before they compound.

Bill and pay rate variance by recruiter

Premium hour capture gaps

Customer quality-of-revenue dashboard

Private Equity

Portfolio operations intelligence.

Monitor margin health, billing integrity, and contract compliance across every portfolio company - from a single operational view.

Cross-entity margin and leakage comparison

Billing integrity by portfolio company

Contract compliance vs. deal terms

Professional Services

Project margin & realization intelligence.

Identify where project margin leaks - utilization gaps, contract under-realization, and scope creep - before they close the books.

Utilization vs. billing gap detection

Contract realization by engagement

Scope and fee leakage root cause

Stop waiting for manual analysis.
Start seeing what's recoverable.

AuditLens surfaces the issues, explains the causes, and hands you a prioritized action list — in the time it used to take to pull the data.