Practical IT consulting

AI Operations, Copilot & Agentic Governance Assessment

Turn scattered AI use and rising AI spend into governed business operations with clear ownership, approved actions, reliable information, cost visibility, model-fit decisions, runtime guardrails, verification, and an implementation roadmap.

Call PPS when

Control AI operations, model choices, and cost before adoption scales into unmanaged spend.

Leadership is expanding Microsoft Copilot, enterprise AI, agents, or automation, but questions remain about information access, acceptable use, decision authority, human oversight, accountable ownership, rising AI spend, and whether expensive models are being used for work that cheaper or local options could handle.

What changes when PPS gets involved

PPS helps leaders define what AI may access and do, where human approval belongs, who owns the decisions, where AI spend is going, which workloads justify premium models, where lower-cost or local options may fit, and what controls should be in place before broader adoption.

Create a reliable inventory of material AI use cases, workflows, agents, owners, information sources, business outcomes, and available usage/spend evidence.
Clarify what AI may access, recommend, create, change, send, or trigger—and where human approval remains mandatory.
Establish cost attribution and cost-per-outcome visibility where provider, license, billing, or telemetry evidence is available.
Match workloads to appropriate model tiers and identify routing, budget-control, and local-vs-cloud opportunities without sacrificing required quality, privacy, or governance.
Build a prioritized 30/60/90-day savings and implementation roadmap with owners, verification criteria, risks, and next-step decisions.

What PPS does in this engagement

AI use-case, workflow, ownership, and available-spend inventory
Microsoft 365, SharePoint, and other approved knowledge/source-of-truth readiness
Decision authority, human approval, acceptable-use, access, and action boundaries
AI spend and usage attribution by provider, model, agent, team, or workload where evidence is available
Model tiering, workload-to-model fit, provider/model routing recommendations, and local-vs-cloud suitability
Token, runtime, retry, concurrency, budget, anomaly, escalation, circuit-breaker, and shutdown control requirements
Governance findings, prioritized savings/implementation roadmap, and executive readout

What you receive

AI use-case, workflow, and available-spend baseline
Governance, authority, information-readiness, and cost/model-efficiency findings
Automation, routing, and agent/runtime-control recommendations
Prioritized 30/60/90-day savings and implementation roadmap

How PPS gets the work under control

PPS starts with the evidence and people closest to the problem, confirms what is actually happening, defines the target outcome, and performs the agreed work within a clear scope. Decisions, owners, risks, changes, and acceptance criteria stay visible throughout the engagement so the client is left with a usable result and a clear handoff—not open-ended consultant dependency.

Where the work can go next

The assessment is the diagnostic front door. PPS can separately scope implementation of approved governance, Microsoft 365 remediation, process/SOP improvement, usage telemetry and dashboards, model-routing controls, local-model pilots, automation, or a bounded Copilot Studio agent pilot when the findings justify it.

Related implementation and enablement paths

Scope & boundaries

Legal or compliance opinions, penetration testing, vulnerability scanning, managed security monitoring, incident response, licensing or procurement, guaranteed cost savings, managed AI FinOps operations, PPS-hosted inference or GPU infrastructure, model training or fine-tuning, unlimited implementation, formal AI safety certification, and guaranteed security or regulatory compliance are outside the standard assessment.

Catalog reference: CONS-002. Final scope, volumes, deliverables, assumptions, access, responsibilities, acceptance criteria, expenses, and price are controlled by an authorized written proposal, statement of work, or agreement.