Stage 4 of the Centered AI Practice · Managed Intelligence Provider
Managed AgentOps is the ongoing operations discipline for organizations with agents already running in production. Monitoring, drift detection, governance refresh, FinOps, and proactive use-case development on a documented monthly cadence. Per-agent-per-month pricing. Month-to-month.
Microsoft 5x Solutions Partner, including Data and AI Microsoft AI Operations partner-eligible play Built on Microsoft Agent 365 Observe / Govern / Secure Month-to-month: 30 days’ notice, no minimum after engagement starts
Managed AgentOps requires at least one production agent already deployed. This is structural, not a sales construct: there is nothing to operate if there is nothing in production. Most customers arrive at AgentOps having just completed Stage 2 (Agent Launchpad) or Stage 3 (Frontier Transformation). If you do not have agents in production yet, the right starting point is the Centered AI Quickstart or Agent Launchpad, not this page.
The pattern across every organization that has shipped its first Copilot Studio agent is the same. Month one, the agent works. Month three, the prompts are stale. Month six, a Microsoft model update has shifted the agent’s behavior in ways nobody documented. Month twelve, governance has eroded because nobody owns the quarterly review, shadow AI has begun re-emerging because the sanctioned agent stopped feeling fresh, and the board’s AI ROI question has gone from “show us the wins” to “are we sure this is still working?”
Four failure modes show up over and over.
Failure mode 01
The prompt library that shipped on Day 1 was tuned against Day 1 user behavior. By Month 6, users are asking different questions, the agent is producing weaker answers, and nobody has updated the library because nobody owns it.
Failure mode 02
Microsoft updates the underlying models on its own cadence. When the model shifts, every agent’s behavior shifts: sometimes in subtle ways that don’t trip an alert but visibly degrade the user experience.
Failure mode 03
Responsible AI policies, content safety filters, and data-access boundaries set up at launch are not self-maintaining. New SharePoint sites get created, new sensitive content categories emerge, new staff join, and the governance posture drifts from the deployment-day baseline.
Failure mode 04
The whole point of deploying a sanctioned agent was to give staff a governed alternative to unsanctioned tools. If the sanctioned agent stops feeling fresh, those tools come back: and the donor records, grant material, board minutes, and PHI start walking out again.
Managed AgentOps is a recurring operations discipline, not a check-in.
Ten workstreams, documented cadence
Ten named workstreams, each tied to a documented cadence and a named deliverable. Nothing in this list is aspirational: every item is a real piece of work the M365 Managed Services team performs every month on every agent.
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Delivery cadence
Every week (automated)
Every month (M365 Managed Services team delivers)
Every quarter (board-ready)
As needed
Per-agent-per-month pricing
A per-agent-per-month rate based on agent complexity, plus 15% of your monthly Microsoft Copilot Studio consumption, disclosed as a separate line item.
| Agent complexity | Monthly rate per agent | Representative agents |
|---|---|---|
| Low band: simple retrieval agents | $500 | FAQ handlers, document Q&A, single-source knowledge agents. The Donor Intelligence Q&A agent or the Board Reporter agent drafting standard monthly summaries from Microsoft 365 data. |
| Mid band: multi-step task agents | $1,000 | Intake routing, document approval, grant-inquiry handlers, donor research, claims denial navigation. Agents that compose multiple Copilot Studio actions and integrate with one or two business systems. |
| High band: multi-agent compositions | $1,500 | Planner/critic/executor patterns, agents that trigger other agents, agents integrated with three or more business systems, agents handling HIPAA or regulated content categories. |
Plus 15% Microsoft platform fee
15% of your monthly Microsoft Copilot Studio consumption is added to the invoice as a separate line item. This is the Premium Engagement Credit on Copilot Studio consumption that Microsoft makes available to AI Operations partners. It is disclosed transparently, not buried in the per-agent rate.
Example A
Three low-band agents: a Donor Intelligence Q&A agent, a Grant-Inquiry FAQ handler, a Board Reporter agent.
3 agents at $500 each = $1,500 per month. Plus 15% of Copilot Studio consumption (typically $200 to $400 per month at this footprint).
Total monthly invoice: $1,700 to $1,900. Annual cost: $20,000 to $23,000.
Example B
Two low-band agents, five mid-band agents, one high-band agent: (2 × $500) + (5 × $1,000) + (1 × $1,500) = $7,500 per month.
Plus 15% of Copilot Studio consumption (typically $800 to $1,500 per month at this volume).
Total monthly invoice: $8,300 to $9,000. Annual cost: $100,000 to $108,000.
What is not included
Structural guarantees
Every offer in the Centered AI Practice ladder carries three structural guarantees. Managed AgentOps is no exception.
01
If shadow-AI usage of sensitive content categories, measured via Defender for Cloud Apps unsanctioned-app detections, Microsoft Purview Insider Risk Insights signals, and anomalous DLP events, trends above your Month-1 baseline for two consecutive months, the M365 Managed Services team includes targeted shadow-AI remediation work in that month’s retainer at no additional cost, and continues to include it every month until the trend reverses.
Your organization is structurally protected against the failure mode that wrecks most production agent deployments. The No-Shadow-AI-Drift Promise is why the shadow AI scan is not aspirational: it is the instrument that triggers the guarantee.
02
Every artifact the M365 Managed Services team produces or tunes, including Copilot Studio agent definitions, prompt library entries, Power Platform connector configurations, governance policies, Responsible AI documentation, KPI dashboards, runbooks, and regression test suites, lives in your Microsoft 365 tenant under your ownership. We do not hold customer agents hostage in a Centered Networks tenant. If you leave the engagement, you keep every artifact you paid for, ready to run.
Combined with the month-to-month commercial structure, this means you can exit on 30 days’ notice with everything intact and operating. Any partner can pick up where we left off, or your own team can.
03
Every quarter, the M365 Managed Services team delivers at least one, and typically two, new agent proposals sourced from cross-customer pattern intelligence and from observed friction in your workflows. Each proposal is scoped with a named owner, named workflow, estimated effort band, and expected KPI impact. If a quarter passes without at least one proposal landing on the executive sponsor’s desk, the next month’s retainer is waived.
This is the structural guarantee that AgentOps is not just “we’ll check on your agents sometimes.” The engagement is forward-leaning by contract, not by goodwill.
Sweet spot: 3 to 12 production agents. Below 3, most organizations are better served by an Intelligence Pod or a broader CompleteCare Intelligence engagement. Above 12, the engagement is custom-scoped during the Readiness call.
In practice
Arrived at AgentOps six weeks after Agent Launchpad completed, with a Donor Intelligence Q&A agent and a Board Reporter agent in production. Month 1 baseline established across both agents. By Month 4, prompt library had been updated three times based on actual usage. Shadow AI signals stayed flat against the baseline. The executive director now forwards the Monthly Value Brief to the board finance committee without modification.
“We shipped two agents. The question we were dreading was ‘how do we know they’re still working in six months?’ AgentOps is the answer to that question.”
Executive DirectorRepresentative client profile
Entered AgentOps at Stage 4 having completed Frontier Transformation, with three agents in production including a Patient-Intake Triage agent handling HIPAA-regulated content. High-band pricing applied for the regulated content workload. Model regression testing ran twice in the first six months when Microsoft updated the underlying Copilot Studio model. Neither update was allowed into production without clearance. Governance posture maintained at the Frontier Transformation baseline throughout.
“HIPAA doesn’t stop at deployment. AgentOps is how we keep the compliance posture from decaying after the project closes.”
CIORepresentative client profile
Eight agents at engagement start: two low-band, five mid-band, one high-band multi-agent composition. Quarterly Frontier Forward Promise delivered two new agent proposals in Q1 (a grant-inquiry routing agent and a case-worker documentation assistant). Both advanced to scoped Agent Launchpad engagements. Shadow AI signals tripped in Month 5; remediation work was included in that month’s retainer per the No-Shadow-AI-Drift Promise. Trend reversed by Month 7.
“Month 5 would have been the month everything quietly went wrong. The No-Shadow-AI-Drift Promise is what caught it. And the remediation was in the bill we were already paying.”
COORepresentative client profile
The Centered AI Practice
Managed AgentOps is the only stage that is recurring, month-to-month, and explicitly designed to be where the customer relationship lives long-term. Stage 3 is not a prerequisite for Stage 4.
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The common path
Stage 1 (Quickstart) to Stage 2 (Agent Launchpad) to Stage 4 (Managed AgentOps). Most mid-band mission-driven organizations graduate from Stage 2 directly into AgentOps once their first agent is in production. Stage 3 is optional and tends to come later in the relationship, when the organization is ready for the full Microsoft Frontier stack.
The accelerated path
Stage 1 to Stage 3 (Frontier Transformation) to Stage 4. Organizations with the strategic commitment and the budget to go straight to a 90-day Frontier engagement land in AgentOps with three to five agents on Day 91. The AgentOps cadence is the steady state after the 90-day inflection.
Microsoft alignment
Managed AgentOps is built explicitly on Microsoft’s Agent 365 control plane and aligned to Microsoft’s FY26 AI Operations partner-eligible play.
Control plane
AgentOps operationalizes all three pillars on the customer’s behalf. Observe: agent registry, agent-to-data mapping, analytics dashboards, role-specific oversight. Govern: lifecycle management, policy enforcement, Responsible AI documentation, audit trail. Secure: Entra Agent ID for agent identity, content safety, threat protection, data-access governance.
Partner program
Microsoft’s FY26 partner program names AI Operations as a partner-eligible service category in the Copilot + Agents at Work and Secure AI Productivity solution plays. The 15% Premium Engagement Credit kicker on Copilot Studio consumption is the Microsoft-side commercial mechanism for partners delivering this category, which is why our pricing surfaces it as a transparent line item.
Native instrumentation
The monitoring, drift detection, and KPI dashboard workstreams use Microsoft-native instrumentation: Copilot Studio Agents Report and Microsoft Agent 365 analytics. We do not bolt on a third-party AgentOps platform. Your dashboards live in your Microsoft tenant. This is structurally required under the Open Repo Promise.
Questions
Intelligence is the broader managed-Copilot program: governance setup, first-wave deployment, prompt library, training, the full stack of work that takes an organization from “we licensed Copilot” to “we run Copilot as a governed program.” Managed AgentOps is the subset of Intelligence focused specifically on the operations discipline for production agents. Most customers run both: the Intelligence tier on the Copilot program, the AgentOps engagement on the agents that ship into it. They are priced and scoped separately so customers with smaller agent footprints are not paying for what they do not need.
For one or two agents, the per-agent overhead is meaningful relative to the agent count. The honest recommendation is usually to run AgentOps inside a broader CompleteCare Intelligence engagement rather than as a standalone AgentOps engagement. Once the agent count crosses three, the dedicated AgentOps engagement starts to make sense. We will tell you which is right during the 30-minute Readiness call: there is no upsell pressure to start AgentOps before it earns its keep.
No. The Open Repo Promise means every artifact lives in your tenant under your ownership. You can run AgentOps internally if you have the engineering capacity, the dashboard discipline, and the cross-customer pattern intelligence to do so. Most mission-driven IT teams cannot staff this internally, but if yours can, you do not need us. We are not the right partner for organizations that have already built an internal AgentOps team.
Yes. The engagement supports a co-managed pattern. Some customers handle the agent KPI dashboard reviews internally and hand off the prompt curation, model regression, and shadow-AI work to the M365 Managed Services team. Others do the inverse. The Monthly Value Brief and the Quarterly AI ROI and Risk Review are always team deliverables: that is where the cross-customer pattern intelligence and the board-ready framing come in. Scope the co-managed split during the Readiness call.
“Goes wrong” usually means one of three things: a Microsoft model update has degraded the agent’s behavior, a governance signal has tripped, or end-user satisfaction has dropped against the Month-1 baseline. Each has a documented response runbook. Model-update regression: we roll back to the previous behavior or apply the mitigation pattern and brief the executive sponsor. Governance trip: incident response per the No-Shadow-AI-Drift Promise. Satisfaction drop: we tune the prompt library, the workflow integration, or the agent definition. Agent deprecation happens, and saying so up front matters: not every agent that ships is the right agent forever.
There is no formal minimum, but the practical floor is three production agents. Below three, the economics tilt toward absorbing AgentOps into the broader Intelligence tier engagement. We will give you a straight answer on which path makes sense during the Readiness call.
No. Most customers arrive at AgentOps having completed Stage 2 (Agent Launchpad) with one or two agents in production, and never need Stage 3. Stage 3 is the right move when the organization is ready for the full Microsoft Frontier stack: Microsoft 365 E7, Microsoft Agent 365 at full scope, multi-agent orchestration, an AI Center of Excellence. AgentOps is the recurring service for everyone with agents in production, regardless of whether they entered through Stage 2 or Stage 3.
Your monthly Microsoft Copilot Studio consumption is reported through the Microsoft Partner Center. The 15% Premium Engagement Credit is added to your monthly Centered Networks invoice as a separate line item. If your Copilot Studio consumption is $1,000 in a given month, $150 is added to that month’s AgentOps invoice. The kicker is disclosed transparently, not bundled into the per-agent rate. This is the Microsoft-side commercial mechanism for partners delivering the AI Operations partner-eligible play.
We walk through your current production-agent footprint, your existing governance posture, the operations cadence you are running today, and we tell you whether Managed AgentOps is the right next step: or whether something else needs to happen first.
If we agree AgentOps is the right fit, the engagement begins on the first of the following month with a documented Month-1 baseline. From the day the engagement starts, the No-Shadow-AI-Drift Promise, the Open Repo Promise, and the Quarterly Frontier Forward Promise apply.
Prefer to read the broader program first? See CompleteCare Intelligence →
See where AgentOps fits: View the AI Practice ladder →
A senior member of the M365 Managed Services team will reply within one business day to schedule your AgentOps Readiness call.
The Readiness call is a no-cost conversation. If we agree AgentOps is the right fit, the engagement begins on the first of the following month with a documented Month-1 baseline. If we agree it is not, we will point you toward what should happen first: an Agent Launchpad if you do not have agents yet, or a CompleteCare Intelligence engagement if the governance foundation needs to be set first.