Value-driven AI Governance and Portfolio management

Continuous Control & Insight

ModelOp delivers real-time monitoring, cross-functional collaboration, audit-ready reporting, and portfolio-level insights so enterprises can ensure AI is performing as expected, staying compliant, and generating measurable value. With continuous controls and unified dashboards, ModelOp gives leaders the intelligence they need to manage risk, optimize investments, and scale AI responsibly.

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Control Costs, Reduce Risk, and Maximize the Value of Enterprise AI

Key Capabilities

Facilitate collaboration with self-service, role-based workflows

ModelOp provides role-based access and integrates directly with enterprise tools such as ServiceNow, Jira, Databricks, and PowerBI so business owners, AI teams, risk partners, and executives all work from the same system of record. This eliminates silos and enables ongoing reviews, shared visibility, and structured collaboration across the entire AI lifecycle.

Monitor AI & test for risks—bias, drift, performance, & more

Continuously evaluate AI systems for performance degradation, bias, drift, data quality issues, prompt vulnerabilities, and other emerging risks across ML, GenAI, and agentic systems. ModelOp helps organizations detect issues early, trigger the right tests and workflows, and ensure AI remains reliable and aligned with enterprise risk tolerances.

Stay audit-ready with defensible, regulator-grade reports

ModelOp automatically captures and records all lifecycle activity—including testing, monitoring, changes, reviews, approvals, evidence, and model cards—to produce comprehensive, regulator-grade audit trails. This ensures teams can respond to internal assurance, regulators, and governance committees with confidence and complete documentation.

Measure usage, throughput, & ROI across teams

Track usage patterns, model throughput, execution metrics, token consumption, and operational costs for every AI solution. ModelOp enables financial accountability and helps leaders understand which initiatives drive the most value, which require optimization, and where resources are being consumed across the portfolio.

Prioritize AI by value & enable informed executive decisions

Deliver portfolio-level dashboards that filter insights by business unit, geography, lifecycle stage, and risk tier—giving executives, CoEs, and governance committees the visibility they need to invest in high-impact initiatives, pause low-value ones, and strategically scale AI across the enterprise. ModelOp empowers leaders to align AI adoption with business strategy and measurable outcomes.

modelop introductory demo

See How ModelOp Enables AI Portfolio Management

This 2-minute introductory demo shows how ModelOp provides continuous oversight, real-time monitoring, and portfolio intelligence so leaders can confidently control risk, optimize cost, and maximize the value of enterprise AI.