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The gap between "we ran a Copilot pilot" and "AI is producing measurable business outcomes" comes down to three things: data readiness, process definition, and governance. Without all three, pilots stall. This paper maps the path from evaluation to execution and shows what it looks like for IT and software organizations specifically.

What This Guide Covers:

• Why AI pilots fail to scale: data gaps, no process owner, no governance model
• The three things organizations that successfully scale AI have in common
• What AI as a business capability means vs. a proof of concept
• A framework mapping to AI Ready, AI Process Accelerator, and Agent Ops
• What this looks like for IT and software companies: internal ops, dev productivity, customer-facing automation
• Forrester 353% ROI stat and real Microsoft Copilot outcome data

Written for IT directors, VPs of Engineering, CTOs, and operations leads at tech and software companies running Microsoft 365 or Azure.

Fragmented client data is a daily tax on advisor productivity. Cross-sell opportunities are invisible, compliance documentation is assembled after the fact, and advisors spend more time on admin than on clients. This white paper explains how D365 closes that gap and what a modern implementation actually delivers.

What This Guide Covers:

• The fragmented client data problem in banking, insurance, and wealth management
• What advisors and relationship managers actually need from a CRM
• How D365 unifies client records, activity history, and compliance documentation in one view
• Where AI changes the game: lead scoring, next-best-action, Copilot for client communications
• What a modern implementation looks like vs. a 12-month custom build

Written for SVPs and VPs of Sales, CROs, and operations leads at banks, insurance companies, and wealth management firms.

In professional services, the root cause of margin leakage is almost always the same: sales and delivery live in separate systems. Proposals are built on stale capacity data, scope gets reconstructed at kickoff, and billing lags delivery. This white paper shows what a connected pipeline-to-project environment looks like and what it delivers.

What This Guide Covers:

• The pitch-to-delivery gap: where margin disappears in professional services
• How disconnected systems create the problem
• What connected pipeline-to-project looks like in D365 Sales and Project Operations
• Resource visibility: how to staff projects based on real capacity
• Practical outcomes: proposal accuracy, margin visibility, client retention

Written for managing partners, VPs of Sales, COOs, and heads of delivery at consulting, staffing, legal, and management consulting firms.

Microsoft's Copilot for Microsoft 365 is HIPAA-eligible. The constraint is not the technology. It is whether your organization has the data foundation, process definition, and governance model to deploy it responsibly. This white paper shows a structured path from readiness to production, with specific healthcare use cases already delivering results.

What This Guide Covers:

• The admin burden problem in healthcare: documentation, scheduling, fragmented records
• Where Microsoft AI is already delivering results: documentation drafting, scheduling optimization, member communication, prior authorization
• Why most healthcare AI initiatives stall: data readiness, HIPAA governance, process definition
• A structured approach mapping to AI Ready, AI Process Accelerator, and Agent Ops
• Microsoft HIPAA BAA coverage for Copilot and Forrester 353% ROI data

Written for COOs, CIOs, VPs of Operations, and IT directors at hospitals, health systems, medical practices, and health insurance organizations.

When a sales rep commits to a delivery date based on data that is three weeks old, the customer relationship pays the price. This is a data access problem, not a sales culture problem. This white paper covers how D365 connects sales to real ERP data, how AI changes the manufacturing sales motion, and what a 6-week implementation delivers.

What This Guide Covers:

• Why manufacturing sales teams overpromise and why it is usually a data problem
• What connected manufacturing CRM looks like: real inventory, capacity, and lead time data in the quote
• AI in the manufacturing sales motion: lead scoring, demand forecasting, Copilot for quoting
• Dealer and distributor relationship management in D365
• What a 6-week Sales Accelerator implementation delivers

Written for VPs of Sales, Sales Operations leads, CROs, and Commercial Directors at manufacturing, automotive, and consumer goods companies.

Most regulated manufacturers are managing asset maintenance reactively, with work orders on spreadsheets and compliance documentation assembled after the fact. This white paper shows how D365 Field Service connects maintenance workflows and compliance documentation in one system, and what a 6-10 week implementation delivers for plant managers and compliance officers.

What This Guide Covers:

• The real cost of reactive maintenance in regulated manufacturing ($260K/hour average downtime cost)
• What connected asset management looks like: work orders, schedules, and compliance in one system
• AI in field service: predictive maintenance, intelligent technician scheduling, Copilot for technicians
• How D365 Field Service handles compliance documentation as part of the workflow
• Regulatory context: ISO 9001, ISO 14001, FDA 21 CFR Part 11, EPA

Written for VPs of Operations, Plant Managers, Maintenance Directors, and EHS Managers in advanced manufacturing, chemical, machinery, and regulated production environments.

By the time a project manager sees an accurate picture of the budget, the damage is already done. Subcontractor coordination is manual, cost tracking lags reality by days or weeks, and field data arrives too late to act on. This white paper covers what real-time job site to office connectivity looks like in D365 and what a 6-10 week implementation delivers for field-heavy businesses.

What This Guide Covers:

• Why construction and energy projects consistently overrun (the information lag problem)
• What real-time job site to office connectivity looks like in practice
• Subcontractor management in D365: work orders, scheduling, compliance documentation
• AI-assisted field crew scheduling: matching crew to job by skills, location, and availability
• Real-time cost visibility and how project managers catch budget issues before they compound

Written for COOs, VPs of Operations, Project Directors, and Field Operations Managers at general contractors, specialty contractors, utilities, and energy companies.

Tariffs have eaten $35 billion in industry cost. Dealer profits are forecast to drop 12 percent. The DMS alone was never built to carry the customer experience, and the CDK outage made that impossible to ignore. This white paper lays out where CRM, data, and AI are actually paying off at dealer groups, and a four-phase sequence to build the CX layer your DMS was never going to be.

What This Guide Covers:

• The 2026 margin squeeze: tariffs, affordability, 12 percent profit decline, 300K returning EV leases
• Why the DMS can't carry the customer experience, and what sits on top of it
• Six use cases paying off: unified sales/BDC, service and fixed ops, inventory, retention, F&I, parts
• Forrester ROI data (315% for D365 Customer Service, 324% for Customer Insights) in dealer context
• Why fixed ops is now 48 to 59 percent of gross profit at the major groups
• A four-phase sequence dealers can execute without ripping out the DMS

Written for dealer principals, GMs, CFOs, and IT leads at rooftops and dealer groups who need a defensible modernization plan.

Tariffs, memory allocation, and shorter product cycles are squeezing electronics firms from every side, while AI has moved from pilot to operating plan. This white paper lays out six places AI and Copilot are paying off in electronics and a four-phase sequence to get there, with the data readiness work that keeps AI pilots from stalling.

What This Guide Covers:

• The margin squeeze electronics leaders are navigating in 2026 (tariffs, memory pricing, supply constraint)
• The shift from AI assistant to agent, and why it matters for operations
• Six use cases that pay off: quote-to-cash, demand forecasting, aftermarket, supply chain, customer service, engineering documents
• Forrester ROI data and manufacturer case studies including LG Electronics and named Bosch and Siemens examples
• Data readiness: the quiet reason most AI pilots stall at 34 percent adoption
• A four-phase sequence electronics firms can execute

Written for CFOs, COOs, CROs, and CIOs at electronics firms who need a defensible plan for AI and Copilot investment.

AI tools do not replace your business processes, they amplify them. This white paper shows how Microsoft Power Platform and AI capabilities work together to eliminate manual work, surface insights faster, and build agents that actually fit how your organization operates.

What This Guide Covers:

• Why intelligent automation is the next step after Power Platform
• The four layers where AI augments Power Platform (AI Builder, Copilot in Power Apps, Copilot Studio, Power BI)
• Practical use cases by role and department
• Governance requirements before scaling AI
• A five-phase sequence for AI and Power Platform rollout

Built for IT, operations, and finance leaders who are tired of AI pilots that stall out.

Copilot is no longer just a "brilliant assistant." In 2026, it is an agentic AI layer that can research leads, respond to cases, process payables, and manage inventory without waiting for a human to initiate. This guide lays out exactly what changed, why, and what it means for your Dynamics strategy.

What This Guide Covers:

• The impact of AI and Microsoft Dynamics 365 in 2026
• AI-driven customer insights and real-time unified profiles
• Copilots for every role, updated for 2026 Release Waves
• Work IQ: the new convergence layer between M365 Copilot and Dynamics
• Optimizing operations with agentic AI
• Current Copilot pricing and upcoming changes

If you are planning your Dynamics strategy, the Copilot convergence should factor into your training and rollout decisions now.

Manufacturing is at an inflection point. After years of incremental automation, the next phase of value comes from connecting fragmented systems, data, and workflows into a more intelligent operating model. This white paper shows what that looks like in practice.

What This Guide Covers:

• The shift from isolated digital projects to connected intelligent operations
• AI in manufacturing: predictive maintenance, anomaly detection, inventory, and scheduling
• Core opportunity areas including production visibility and field service
• Digital twins, smart factories, and simulation
• Supply chain resilience and agentic AI
• Sustainability as an efficiency driver
• Microsoft's role: Dynamics 365, Fabric, Azure, Power Platform, and Copilot
• Why transformation initiatives stall and how to avoid it

Practical guidance for manufacturers who want to modernize without defaulting to rip-and-replace thinking.

Banks are being asked to deliver more personalized service, tighter compliance, and faster decisions, all on infrastructure that was never designed to work together. This white paper lays out a four-layer modernization path anchored on Dynamics 365, with governance built in for the rising regulatory bar.

What This Guide Covers:

• Why the bank tech stack is overdue for modernization
• The four layers of a modern banking stack (Unified CRM, Connected Data, Workflow, AI)
• Practical use cases across commercial, retail, lending, compliance, and marketing
• Forrester ROI data: 315% for D365 Customer Service, 324% for Customer Insights, and more
• Governance and compliance in a regulated AI environment (Colorado AI Act, OCC, CFPB)
• A four-phase sequence banks can actually execute

Written for banking technology leaders who need a defensible modernization plan, not another vendor pitch.

The field-to-office data gap is one of the most consistently costly operational problems in construction. McKinsey puts 35 percent of project time in the non-productive category, and most of it traces back to disconnected data and manual handoffs. This white paper explains how Microsoft Dynamics 365 and Power Apps close that gap, and how to get started without disrupting active projects.

What This Guide Covers:

• Why disconnected systems persist and what the friction actually costs in margin and time
• How Dynamics 365 and Power Apps connect field, project management, and financials on one data layer
• Four use cases: daily field reports, change order management, equipment inspections, client status visibility
• How to pick the right first workflow and measure the result before scoping the next one
• What a mid-sized construction contractor should expect from a focused Dynamics 365 implementation

Written for construction owners, operations leaders, and IT decision-makers evaluating Microsoft Dynamics 365 and Power Apps.

A high-level overview of where Copilot and Dynamics 365 are heading, what leaders should prepare for, and how to position your organization to take advantage of AI as it becomes embedded into everyday business applications.

Released April 2024. Best paired with the 2026 Ultimate Guide for current-state detail.

A role-by-role look at how Microsoft's Copilots layer across the Dynamics 365 suite. Useful context for understanding the foundation Copilot is built on, even as the capability set continues to expand.

Released February 2024. For the most current capability set, see the 2026 edition white paper.

Copilot licensing is confusing, and the wrong pick can mean paying for features you already have, or missing the ones you actually need. This guide cuts through the options with a clear visual breakdown, and pairs with our Copilot for Sales Licensing Explained article.

Released June 2024. Verify current licensing details with your Microsoft partner before budgeting.

Each month, TrellisPoint publishes Monthly Vine to keep business and technology leaders current on what is actually changing across the Microsoft ecosystem, what matters for your business, and what you can ignore. Delivered via email and on LinkedIn. Practical takes, real examples, no filler.

Published monthly on LinkedIn and by email.