Moving from Evaluation to Execution

Most organisations are past the question of whether to invest in AI agents. The question that is harder to answer is where to start — which workflows, which teams, and which use cases will deliver the fastest and most defensible return.

The answer depends on your organisation's specifics, but five categories of workflow consistently appear at the top of the list across industries and team sizes. All five are achievable today using Microsoft 365 Copilot agents and Claude, without requiring a major technology investment beyond what most M365 organisations already have in place.

1. HR Onboarding Coordination

Onboarding a new employee typically involves coordination across HR, IT, the hiring manager, and sometimes finance — a sequence of tasks that is entirely predictable but regularly falls through the cracks because no single person owns the whole process.

An onboarding agent built in Copilot Studio can trigger on a new hire record being created in your HRIS, automatically provision IT access requests through ServiceNow, send the relevant policy documents from SharePoint to the new hire with a read-and-acknowledge workflow, schedule orientation meetings in Teams, notify the hiring manager of each milestone, and log completion of each step in a SharePoint tracking list. The agent handles the coordination overhead that currently requires manual effort from multiple people across multiple systems.

Claude adds value here specifically in the document personalisation step: rather than sending a generic onboarding pack, the agent uses Claude to generate a personalised onboarding summary tailored to the new hire's role, team, and location — drawing on content from SharePoint and the HRIS record.

2. Sales Pipeline Monitoring and Deal Risk Detection

Sales managers spend significant time manually reviewing CRM data to identify deals that are drifting — deals with no recent activity, approaching close dates that have not moved, or stakeholder engagement that has gone quiet. This review process is analytical and repetitive, making it an ideal agent candidate.

A pipeline monitoring agent connected to Dynamics 365 or Salesforce through MCP can run daily, apply defined risk criteria (no stakeholder contact in 30 days, close date passed without stage movement, decision-maker engagement below threshold), identify at-risk deals, and generate a daily briefing for each account owner with context from the CRM record and recommended next steps based on deal stage and risk type.

Claude's reasoning capability is the differentiator here: rather than flagging deals based on a single rigid rule, the agent can apply nuanced criteria that account for deal size, relationship history, and the specific risk pattern observed — producing recommended actions that are genuinely useful rather than generic reminders.

3. Document Approval and Review Cycle Management

Document approval workflows in most organisations are a mix of email chains, manual follow-ups, and version confusion. The process is well-understood but poorly automated — usually because the edge cases (a reviewer is out of office, a document needs revision, an approval deadline is missed) are difficult to handle gracefully with simple automation.

An approval agent built with Power Automate and Claude can manage the full review cycle: routing documents from SharePoint to designated reviewers, tracking approval status, sending contextual reminders when deadlines approach (including escalation paths when primary reviewers are unavailable), handling revision requests by routing comments back to the author with a summary of requested changes, and logging the final approval record with all reviewer decisions and the approved document version.

Claude adds the contextual intelligence layer: the agent can summarise what changed between document versions, extract the specific sections that reviewers have flagged, and produce a consolidated view of reviewer feedback that saves authors from manually reconciling conflicting comments.

4. Meeting Intelligence and Follow-Through

Meetings generate commitments, decisions, and action items. Most of those disappear into Teams meeting recordings that nobody watches and notes that nobody reviews. The gap between what gets decided in meetings and what actually gets done is one of the most consistent drains on organisational effectiveness.

A meeting intelligence agent connected to Teams can automatically transcribe and analyse each meeting, extract action items with the name of the person who committed to each one and the stated deadline, create tasks in the relevant project management tool through MCP, send a follow-up summary to participants with their specific action items highlighted, and run a weekly review that flags action items approaching their deadline or already overdue.

This workflow does not require Copilot Cowork — it can be built today with Copilot Studio and the Teams transcript MCP connector. Claude's reasoning produces more accurate action item extraction and attribution than simpler summarisation models, particularly in meetings with complex, multi-threaded discussions.

5. IT Support and Employee Self-Service

IT helpdesk tickets are predictable in their categories but variable in how users describe their problems. An agent that can understand a natural language description of a technical issue, classify it accurately, retrieve the relevant resolution steps from your IT knowledge base in SharePoint, and attempt automated resolution for common issues before escalating to a human represents a significant reduction in helpdesk volume and resolution time.

The Employee Self-Service Agent is available as a pre-built template in the Microsoft 365 Agent Store, configured to handle HR and IT queries including leave balance checks, benefits questions, and IT ticket submission through prebuilt connectors to Workday, ServiceNow, and SAP SuccessFactors. For organisations with more specific knowledge bases or custom ITSM tools, extending this base configuration with Claude via Azure Foundry and custom SharePoint MCP connections is the path to a genuinely intelligent self-service experience.

Choosing Where to Start

The five workflows above are not a ranked list — the right starting point depends on where your organisation feels the most pain today and where an agent failure would have the least downside risk. Onboarding and meeting intelligence are typically the lowest-risk starting points. Pipeline monitoring and document approval deliver the most visible business impact. IT self-service scales the most efficiently once it is working well.

At Trim Journey, we build all five of these workflows and more for organisations on Microsoft 365. Book a 30-minute call to identify which workflow makes the most sense as your first agent deployment.