Finance Forward™ with IVP

The AI-Powered Buy-Side
Operating Model

Embedding AI as a foundational intelligence layer across the functions and workflows that define your operating model.

The AI-Powered Operating Model

How IVP embeds intelligence across your operating model.

IVP’s AI capabilities are organized across three domains of the buy-side operating model, each with purpose-built agents delivering measurable outcomes. Beneath all three sits a unified intelligence layer that governs how every agent operates.

WHAT YOUR FIRM EXPERIENCES

Front Office & Data

95%+

Extraction Accuracy

1000+

Credit Agreements Processed

90+

Loan Attributes Configured

Faster Deal OnboardingAccurate Deal PricingAudit-Ready ValuationsStronger Credit OversightFaster Investment Decisions

Front Office & Data Agents

AI embedded across investment decisions, deal management, credit analysis, and pricing, giving front office teams faster access to the insight they need.

IVP CoPilot — Enterprise Search
Credit Service Agreement Agent
Borrower Financials Processing
Broker Quote Recommendation
Valuation Agent

Operations & Automation

200k+

Notices Processed

40+

Agent Banks Supported

28+

Event Types Pre-Configured

Automated OperationsFaster ComplianceLower Operational RiskReal-Time Fraud DetectionFaster Regulatory Filings

Operations & Automation Agents

Automated workflows across middle office operations, reconciliation, settlements, compliance, and regulatory filings, reducing manual effort and operational risk.

Agent Notice Processing
Reconciliation / MO Agent
Invoice & Cash / Wire Agent
Regulatory Filing Agent
Compliance Configurator

Data Management

2000+

DQ Rules Across Asset Classes

Faster Data Pipeline Creation

50%

Faster Report Load Times

Trusted Master DataFull AuditabilityGolden RecordsReal-Time Data QualityGoverned Data Estate

Data Management Agents

The data foundation that makes AI reliable at scale. Master data, reference data, quality management, governance, and pipeline automation across the enterprise.

MDM Agent
Reference Data Agent
DQM Configurator
Data Governance Agent
Data Pipeline & Reporting Agent

IVP Semantic Layer

Domain Ontology

Business Objects

Metrics Layer

Governed Definitions

Knowledge Graph

Look-Through Linkage

AI Metadata Fabric

Copilot-Ready

AI as a Substrate — Inherent Across All Agents

Natural-Language Intelligence

Embedded NL across all IVP modules, unified, seamless workflow automation

MCP-Ready Enterprise-Wide

Integrates IVP and client ecosystems. 100% MCP compatible, no lock-in

Flexible Model Choice

OpenAI GPT · Snowflake Cortex · Google Gemini · Anthropic Claude

Proven Reliability at Scale

Complete auditability, high accuracy and governance, built for institutional precision

The Agent Portfolio

15+ purpose-built agents. Each with a measurable job.

Every IVP agent is built for a specific buy-side workflow, not a generic AI tool repurposed for finance. Explore by domain to see what each agent does and what outcomes it delivers.

IVP CoPilot — Enterprise Search

Enables natural-language search across Deal, MDM, Recon and Treasury via Teams, Slack and Excel. Surfaces the right data without navigating multiple systems.

Faster DiscoveryUnified Search

Credit Service Agreement Agent

Extracts loan terms, covenants and rates from credit documents with citation-backed accuracy. Accelerates deal onboarding and eliminates manual document review.

Faster OnboardingStronger Oversight

Borrower Financials Processing

Digitises borrower statements, maps Chart of Accounts and automates covenant checks. Delivers cleaner financial data faster, enabling quicker credit decisions.

Cleaner DataFaster Credit Decisions

Broker Quote Recommendation

Generates pricing and rerate recommendations from broker data with audited proofs of change. Ensures quotes are accurate, timely, and defensible.

Higher Revenue CaptureAudited Accuracy

Valuation Agent

Derives spreads and discount rates for private credit deals and auto-generates valuation memos. Speeds up the valuation cycle while producing consistent, audit-ready outputs.

Faster ValuationsAudit-Ready

Why IVP

Purpose-built for the buy side. Proven in Production.

IVP’s differentiation is the combination of 25+ years of buy-side domain expertise and proprietary AI technology, making AI trustworthy, governable, and impactful in regulated investment environments.

IVP Semantic Layer

A purpose-built knowledge graph for buy-side data. Connects investment data assets across systems and counterparties, enabling AI that understands your firm’s data without a costly in-house build.

No Black-Box AI

Every IVP AI output is traceable, auditable, and explainable. Investment teams, compliance officers, and regulators can see exactly how every recommendation was generated. No opacity, no guesswork.

Agentic-Ready and Enterprise Compliant

Deterministic, explainable AI agents built for regulated investment environments. No vendor lock-in. Scalable deployment. Governance embedded, not retrofitted.

Unified Natural-Language Intelligence

AI deeply integrated across workflows, not standalone. Enterprise-wide impact from day one, powered by a governed data layer that compounds in value as it runs.

Model Flexibility

Plug-and-play model selection across OpenAI, Anthropic, Google Gemini, and beyond. No vendor lock-in. A future-proof architecture that evolves as AI advances, protecting your investment over time.

Resources

Case studies, insights and assets.

Explore how buy-side firms are implementing AI as a foundational intelligence layer and what measurable impact looks like in production.

Case Study

Scaling Productivity in Investment Research for $75B Private Credit Manager with GenAI

Discover how IVP Consulting empowered a $75B private credit manager with a GenAI-driven solution, reducing memo preparation time by 75%

Read Case Study →

Case Study

Enabling AI-Powered Deal and Portfolio Monitoring at Scale

Learn how IVP Consulting enabled a private markets firm to modernize deal and portfolio monitoring with AI-powered insights and scalable analytics.

Read Case Study →

Ready to move from AI intent to AI in production?

Talk to IVP about designing and implementing an AI-enabled operating model built for your firm.