Agentic AI is moving fast. Organizations are deploying AI agents across departments, workflows, and business functions. But as adoption accelerates, visibility and governance aren't always keeping pace.

Today, we're launching the Inscend AI Ops Platform — one place to govern AI agents, monitor their performance, and measure the business value they deliver.

Because knowing how many agents you have is only the beginning. Knowing how they're performing, what risks they introduce, and whether they're worth the investment is what really matters.

The problem

Teams are deploying AI agents faster than they can manage them. A pilot in one department, a vendor tool in another, an internal build that quietly reaches production. Before long, leadership can't answer a few basic questions: How many agents are running? Who owns them? Are they performing as expected? And are they delivering measurable value?

Spreadsheets and static inventories don't hold up. They go stale the day after they're built, and they say little about governance, performance, or ROI.

What the platform does

The Inscend AI Ops Platform is built around three questions: What do we have? Is it working? Is it worth it?

What do we have? Visibility and governance

Every agent gets a single record with its owner, model, and autonomy level. The registry tracks PII exposure and data retention for each agent, and maps its dependencies, data sources, and applicable regulations. You get an audit-ready trail without chasing down owners.

New agents go through a structured intake before they join the fleet, so purpose, data handling, and risk requirements are documented from day one. If an agent goes live without being registered, the platform flags it.

Is it working? Performance and monitoring

The platform measures volume, error rate, and cost per call from live traffic, not self-reported numbers. Metrics can be mapped to your own KPIs so they fit your existing reporting. Set cost and error thresholds and get alerted before an agent crosses them.

Is it worth it? Measurable ROI

Returns are calculated in real dollars using your department rates. Roll value up from a single agent to a use case to a whole department, and compare it against full-time-equivalent (FTE) benchmarks.

Runs in your own cloud

The platform deploys in your environment, and your team operates it. Your data stays where it already lives.

Why now

As agentic AI becomes more embedded in enterprise operations, the need for stronger governance, accountability, and continuous oversight is growing.

For Canadian federally regulated financial institutions, OSFI Guideline E-23 takes effect May 1, 2027. It establishes enterprise-wide model risk management expectations covering applicable AI and machine learning models, including those from third-party sources.

The EU AI Act, ISO/IEC 42001, and the NIST AI Risk Management Framework also reinforce the importance of AI governance, risk management, and lifecycle oversight, although their requirements and applicability differ.

A centralized agent registry connected to live operational telemetry provides a practical foundation for these efforts. The Inscend AI Ops Platform supports governance and regulatory readiness, while compliance obligations remain with each institution and its advisors.

How to get started

1. Register. Inventory your agents and establish the registry, risk profiles, and structured intake process.

2. Measure. Connect the platform to your runtime and start collecting performance and cost data from live calls.

3. Prove. Build a value model for quarterly reviews covering hours saved, financial returns, and operating costs.

The future of agentic AI is accountable

As organizations scale their AI investments, success will depend on more than how many agents they deploy. It will depend on how effectively they govern them, how reliably they perform, and the value they deliver.

Because scaling agentic AI isn't just about deploying more agents. It's about knowing what you have, how it's performing, and whether it's worth the investment.

See it live

Book a 30-minute demo to see the Inscend AI Ops Platform in action and get your questions answered.

Not sure where your organization stands yet? Take the AI Readiness Diagnostic.

Learn more about the Inscend AI Ops Platform.