AI is easy to try – Creating value is harder
Digital workers that take on real business tasks
Most organisations are already experimenting with AI and the challenge is no longer getting access to AI.
The challenge is deciding where AI creates real value, how it connects to your business processes and how you scale it responsibly.
For management, that creates a different set of questions:
- Where can AI improve productivity or reduce operational effort?
- Which business processes are ready for AI and automation?
- How can AI improve customer experience and revenue?
- Can our data and security model support AI at scale?
- How do we control the growing number of Copilots and AI agents?
- And most importantly, how do we measure our AI investment?
SCALES helps turn those questions into a practical AI roadmap.
WHAT IS MICROSOFT COPILOT?
AI that understands the context of work
Microsoft Copilot brings generative AI into the applications and business processes employees already use.
Stay in your Microsoft application and let Copilot gather information, create content, understand data, prepare meetings, summarise conversations and complete tasks in the context of their everyday work.
Copilot is only one part of the opportunity
Microsoft AI can increasingly move from assisting people to performing work with people.
Copilot
Helps employees understand information, create content, prepare, analyse and make decisions faster.
AI in business applications
Brings AI directly into processes such as sales, customer service, finance, operations and field service.
AI agents
Can understand a task, use business information and take actions across defined processes and systems.
Copilot Studio
Makes it possible to build business-specific agents and workflows connected to your organisation, data and processes.
FROM PERSONAL PRODUCTIVITY TO BUSINESS TRANSFORMATION
AI value typically develops in stages.
Assist people
Give employees better tools for everyday work.
Examples:
- Prepare and summarise meetings
- Find and understand information
- Draft documents and communications
- Analyse information
- Summarise emails and conversations
- Reduce time spent on administrative work
Business value: More productive employees and more time for higher-value work.
Improve individual business processes
Bring AI into the processes where employees already work.
Examples:
- Prepare a salesperson for the next customer meeting
- Summarise customer history and opportunities
- Suggest or draft responses to customer enquiries
- Summarise complex service cases
- Find relevant knowledge for support employees
- Analyse exceptions and operational information
- Create follow-up activities automatically
Business value: Faster processes, better quality and more consistent execution.
Automate work with AI agents
Move beyond assistance and allow AI to perform defined tasks.
Agents can support processes such as:
- Customer enquiries and case triage
- Lead qualification
- Sales follow-up
- Employee onboarding
- Knowledge retrieval
- Supplier and procurement requests
- Project administration
- Document processing
- Internal service requests
People remain involved where judgement, approval, customer relationships or exceptions require it.
Business value: Scalability and less manual coordination without adding more people.
Reinvent end-to-end processes
The largest opportunity appears when AI, automation, data and business applications work together.
Instead of optimising isolated tasks, organisations can redesign complete processes around a combination of people, automation and AI agents.
That could mean moving from:
- Request
- Manual coordination
- Multiple handovers
- Decision
To:
- Request
- AI-supported assessment
- Automated actions
- Human decision where needed
Business value: A fundamentally faster and more scalable operating model.
WHERE CAN AI CREATE VALUE IN YOUR BUSINESS?
Sales
Help sellers spend more time with customers and less time searching, preparing and updating systems.
AI can support:
- Customer and meeting preparation
- Opportunity summaries
- Follow-up recommendations
- Proposal preparation
- CRM updates
- Pipeline analysis
Potential value: More selling time, better customer insight and greater consistency across the sales process.
Customer service
Give service teams faster access to customer information and knowledge.
AI can support:
- Case summarisation
- Knowledge search
- Response drafting
- Case classification
- Routing and prioritisation
- Agent assistance
- Customer self-service
Potential value: Faster resolution, improved service quality and increased support capacity.
Finance & operations
Use AI to reduce manual coordination and help employees handle exceptions faster.
AI can support:
- Document processing
- Information retrieval
- Approval preparation
- Exception handling
- Process monitoring
- Operational analysis
- Employee support
Potential value: Lower administrative effort, better process quality and faster execution.
Management
Turn information into insight faster.
AI can help management:
- Prepare for meetings
- Summarise large amounts of information
- Identify patterns and exceptions
- Prepare decision material
- Explore business data
- Follow developments across customers, projects and operations
Potential value: Less time gathering information and more time making decisions.
COPILOT + DYNAMICS 365 + POWER PLATFORM
AI becomes more valuable when it understands your business.
The real advantage of Microsoft AI is the ability to bring together AI with the applications, data and workflows already supporting the organisation.
SCALES combines capabilities across:
Microsoft 365 Copilot
AI integrated into everyday knowledge work.
Dynamics 365
AI embedded into customer, finance, operations and service processes.
Microsoft Power Platform
Apps, automation, data and workflows connecting AI to business processes.
Microsoft Copilot Studio
Business-specific AI agents that can access knowledge, interact with systems and perform defined actions.
This makes it possible to move beyond generic AI and create solutions grounded in your organisation, your processes and your data.
START WITH THE BUSINESS CASE
Not every idea should become an AI project.
The best AI initiatives start with a clear business problem.
We can help you identify opportunities based on factors such as:
- Business impact
What changes if we solve the problem? - Volume
How often does the task or process occur? - Human effort
How much employee time does it consume today? - Quality
Can AI reduce errors or improve consistency? - Customer impact
Can it improve responsiveness, experience or revenue? - Feasibility
Are the required process, data and systems available?
The result is a prioritised portfolio of AI opportunities – Not a long list of experiments.
MEASURE AI BY BUSINESS OUTCOMES
AI adoption is not the objective – business value is.
Depending on the use case, relevant measures could include:
Efficiency
Time saved, process cycle time, automation rate or cost per transaction.
Quality
Error reduction, consistency, compliance or first-time-right rates.
Customer & revenue
Conversion, retention, service resolution or customer response time.
Strategic value
Faster decision-making, new capabilities and increased organisational capacity.
SCALES helps establish the baseline before implementation so management can decide what to scale, improve or stop.
AI NEEDS GOVERNANCE
Move fast without losing control.
As Copilot and AI agents spread across the organisation, governance becomes increasingly important.
Questions every organisations need to answer:
- What data AI can access
- Who can create and publish agents
- Which actions agents are allowed to perform
- How sensitive information is protected
- How AI solutions are tested and approved
- Who owns each solution
- How usage, quality and business value are monitored
Let SCALES help you establish governance that enables innovation while keeping IT and management in control.
The objective is to make AI safe to scale.
SCALES’ approach
From AI ambition to measurable value.
Why choose SCALES?
AI connected to your business
AI touches customer processes, ERP, CRM, workflows, security, data, integration and the way employees work.
That is where SCALES brings a different perspective.
We understand your core business applications
Our experience across Dynamics 365, Power Platform and the wider Microsoft ecosystem means we understand the processes and data AI needs to work with.
We start with business value
The conversation starts with the outcome you want to achieve — not which AI feature you should implement.
We connect AI to real processes
We combine Copilot, agents, automation and Microsoft business applications to improve how work actually gets done.
We think beyond a pilot
Architecture, security, governance, lifecycle and adoption are considered from the beginning so successful solutions can scale.
We stay with you
From opportunity assessment and prototype to implementation, adoption and optimisation.
One Microsoft ecosystem. One partner connecting AI to your business. We are Microsoft Solution Partner.
LET’S FIND YOUR BEST AI OPPORTUNITIES.
Whether you are considering Microsoft 365 Copilot, AI agents, Copilot Studio or AI within Dynamics 365, we can help identify where to start and what the business case looks like.
