Sprout Operate · Managed Agentic AI Operations

Your agentic AI,
run as a managed service.

Sprout Operate runs your agentic AI in production — monitored, governed, and continuously improved, day after day rather than built once and handed over. That is what an agentic AI operations firm does — we run it. Delivered as a managed service, this is our Managed AI Operations practice.

Continuous monitoring Human-in-the-loop Measured against agreed outcomes

One of four products on Sprout OS — see all products →

The standard we run to

Success is defined before anything runs.

Before we run anything, we define success with you — the outcomes that matter, the metrics that prove them, and the thresholds we’ll be measured against. We operate to that standard and raise the bar as the operation matures.

The managed service

What running it actually means.

Five disciplines, every day — traditional managed operations, built for agentic AI.

01
Monitor
See everything, always

Continuous monitoring of every agent and workflow in production — accuracy, performance, cost, and drift. We catch problems before they reach you.

Live dashboardsAccuracy & drift detectionCost & performance tracking
02
Resolve
Fix it fast

When something breaks or degrades, we triage and resolve it — an agentic helpdesk handles the front line, with our engineers on escalation and a defined response standard.

Incident triageAgentic + human supportDefined response standard
03
Govern
Keep it in control

Guardrails, approvals, and human-in-the-loop stay in force — every action governed, every change auditable. You keep control of the decisions that matter.

Human-in-the-loopApproval gatesAudit trail
04
Improve
Make it better over time

We tune the operation continuously — better outcomes, lower cost, and new capability as the models and your needs evolve. It gets more valuable the longer we run it.

Continuous optimizationCost reductionNew capability
05
Review
Report against the standard

Every month we review performance against what we agreed good looks like — the outcomes, the metrics, the value delivered. Transparent, and on the record.

Monthly service reviewOutcome reportingRaise the bar
Accountability

What we own, and what we don’t.

Performance is measured against the outcomes agreed at the outset. If the service isn’t hitting what we defined as good, it’s on us to put it right — and the scope of that commitment is defined up front, not open-ended:

What we own

The performance of the operation we run — the agents, the workflows, and the outcomes in scope. Monitoring, resolution, governance, and improvement — and making it right when we miss the standard we set together.

What we don’t

Unlimited liability for your business. The scope, the metrics, and the limits are defined and agreed up front. This is accountability for the service we operate — not a blank check for everything around it.

Where it fits

What the others build, Operate runs.

Discover maps the processes, Modernize readies the applications, Agents builds the Crews — and Operate keeps all of it running in production.

FAQ

Questions, answered.

What is managed agentic AI operations?

Managed agentic AI operations means running your AI agents in production as an ongoing managed service — monitored, governed, and continuously improved — instead of building a system and handing it over. BeanSprout is an agentic AI operations firm: we run it for you.

Do you take accountability for performance?

Yes. We take accountability for the performance of the operation we run, measured against the outcomes we agree on. If the service is not hitting what we defined as good, it is on us to put it right. That accountability is scoped and bounded — not unlimited liability for your business.

What is included in the managed service?

Five disciplines, every day: continuous monitoring, incident resolution, governance and human-in-the-loop oversight, continuous improvement, and a monthly service review against the outcomes we agreed.

How do you define what good looks like?

Before we run anything, we define success with you — the outcomes that matter, the metrics that prove them, and the thresholds we are measured against. We operate to that standard, report against it monthly, and raise the bar as the operation matures.

Engage

Define what good looks like.

A fixed-fee Charter sets the outcomes and the standard we’ll run to — then Sprout Operate keeps your agentic AI hitting it, month after month.