Your Microsoft 365 Environment Is Powerful. Your People Are Drowning in It.
Microsoft 365 gives your organization email, chat, documents, analytics, security, compliance, and device management — all in one platform. The problem isn’t capability. It’s cognitive overload. Too many portals. Too many clicks. Too many context switches between Outlook, Teams, SharePoint, Intune, Entra, Defender, and Azure.
OpenClaw changes this. Instead of navigating six admin portals and twelve browser tabs, your people talk to an AI agent that does the work for them — reading email, drafting responses, querying your tenant, filing tickets, running compliance checks, and reporting back in natural language.
👉 Book a Productivity Discovery Call | What is OpenClaw? | Big Hat Managed Offering
Workflows That Transform Productivity
📧 Email & Communication
- Triage and prioritize your inbox — surface urgent messages, flag action items, draft responses
- Send email through Exchange Online with natural language (“email the team about Friday’s deployment freeze”)
- Post to Teams channels with formatted cards, summaries, and alerts
- Schedule and coordinate across calendars with timezone awareness
- Summarize long threads — extract decisions, action items, and deadlines from email chains
📁 Documents & Knowledge
- Search SharePoint and OneDrive using natural language, not folder hierarchies
- Draft, review, and edit documents with context from your tenant and previous conversations
- Generate reports by pulling data from multiple sources — Intune compliance, Azure costs, endpoint health
- Create meeting prep — pull relevant docs, previous meeting notes, and attendee context before you walk in
⚙️ IT Operations & Endpoint Management
- Query Intune for device compliance, configuration drift, and policy status
- Run PowerShell remediations across managed endpoints without opening a console
- Audit security baselines — compare your configuration against CIS benchmarks automatically
- File ServiceNow incidents from audit findings with full context attached
- Monitor Azure resources — cost anomalies, health alerts, and deployment status
🔒 Security & Compliance
- Scan endpoints with Defender MCP integration
- Cross-reference CIS benchmarks against your Intune policies
- Generate compliance evidence for SOC 2, ISO 27001, or internal audits
- Detect configuration drift — the agent remembers what “good” looks like and alerts on changes
The Building Blocks — Skills, Tools, Models, and Memory
OpenClaw’s productivity power comes from four integrated systems that work together.
🧩 Skills — Teaching Your Agent What to Do
Skills are Markdown files with YAML frontmatter that define what the agent knows how to do and when to do it. They’re the difference between a generic AI assistant and one that understands your organization’s workflows.
What a skill looks like in practice:
A “Weekly Compliance Report” skill tells the agent: every Monday at 8 AM, query Intune for non-compliant devices, cross-reference against the security baseline, group by department, generate a summary, and post it to the IT-Ops Teams channel.
The agent doesn’t need to be told how to query Intune or format a Teams card — it has MCP tools for that. The skill defines the workflow: what to check, in what order, what constitutes a problem, and where to report it.
Skills can be:
- Built-in — shipped with OpenClaw for common workflows
- Custom — written by your team for organization-specific automation
- Signed — cryptographically verified in Big Hat Edition for enterprise trust
- Community — imported from the OpenClaw ecosystem and vetted for your environment
We build custom skills as part of every consulting engagement — tailored to your M365 tenant, your naming conventions, your escalation paths, and your team structure.
🔧 MCP Tools & Plugins — Connecting to Your Environment
Model Context Protocol (MCP) servers are how the agent interacts with the world. Each MCP server exposes a set of tools the agent can call — plugins with a standardized interface.
| MCP Server | What It Gives the Agent |
|---|---|
| Microsoft Graph | Read/write to Outlook, Teams, SharePoint, OneDrive, Entra ID, Intune |
| Azure MCP | Azure resource management, CLI operations, monitoring queries |
| ServiceNow MCP | Incident creation, CMDB queries, change requests, knowledge base search |
| GitHub MCP | Repository management, PR automation, Actions workflows |
| Microsoft Learn | Real-time grounding against official docs — stops hallucinated API calls |
| Defender MCP | Endpoint scanning, file analysis, security posture queries |
| Perplexity | Web search, deep research with citations, reasoning |
| Custom MCP | Any REST API, PowerShell module, or data source your team needs |
The agent selects tools automatically based on the task. Ask it to “check which devices are out of compliance” and it knows to call Intune through Microsoft Graph. Ask it to “file a ticket for each non-compliant device” and it chains Graph → Jira seamlessly.
We build custom MCP servers for your environment — internal APIs, legacy systems, proprietary databases. If your team accesses it through a browser or CLI today, the agent can access it through an MCP server tomorrow.
🧠 Models — The Right Brain for the Right Job
OpenClaw supports intelligent model routing — matching task complexity to the appropriate AI model:
| Task Type | Model Tier | Examples |
|---|---|---|
| Complex reasoning | Claude Opus 4 / Sonnet 4 | Architecture decisions, multi-step compliance analysis, code generation |
| Standard work | Claude Sonnet 4 | Email drafting, report generation, Intune queries, skill execution |
| Lightweight tasks | Claude Haiku 3.5 / Flash | Status checks, log summaries, heartbeat monitoring, simple formatting |
| Cost-optimized | DeepSeek / Qwen | Translation, bulk data processing, simple classification |
We help you design the model routing strategy — balancing cost, speed, and capability for your specific workflow mix. Most organizations can reduce AI spend by 40–60% with proper tier assignment.
💾 Memory — The Agent That Learns Your Environment
Most AI tools forget everything between conversations. OpenClaw has persistent memory that grows over time:
- Session memory — context within a conversation, across tool calls and sub-tasks
- Long-term memory (
MEMORY.md) — curated knowledge carried between sessions: preferences, decisions, project context - Daily logs (
memory/YYYY-MM-DD.md) — raw records of what happened, what was decided, what was learned - Semantic search — the agent searches its memory before answering, finding relevant context from past interactions
- Vector memory — in Big Hat Edition, embeddings stored in Azure AI Search enable similarity-based retrieval across thousands of past interactions
What memory means in practice:
Your agent learns that “the compliance team” means the five people in your Security & Compliance group. It remembers that your Intune naming convention uses POL- prefixes. It knows that Kevin prefers email summaries on Monday mornings and Teams alerts for urgent issues. It recalls that last month’s audit found 14 non-compliant devices in the Calgary office — and checks whether they’ve been remediated.
This isn’t programmed. It’s learned through use, stored in files you can read and edit, and carried forward automatically.
Productivity Patterns — Real Workflows, Not Demos
The Monday Morning Briefing
The agent wakes up at 7 AM via cron, checks your calendar for the week, scans unread email for urgent items, pulls Intune compliance status, reviews overnight Azure alerts, and posts a consolidated briefing to your Teams channel — before you’ve opened your laptop.
The New Hire Onboarding Sequence
“Onboard Sarah Chen starting March 15, Engineering team, standard developer setup.” The agent creates the ticket in ServiceNow, provisions the Windows 365 Cloud PC, assigns the Intune configuration profile, sends the welcome email with setup instructions, and schedules the Day 1 check-in — all from a single sentence.
The Compliance Audit Sprint
“Audit all devices against CIS Level 1 benchmarks and create tickets for non-compliant items.” The agent queries Intune for every managed device, cross-references each configuration against the CIS benchmark, groups findings by severity, creates ServiceNow incidents with remediation steps, and posts a summary dashboard to the compliance channel.
The Executive Report
“Prepare the monthly IT operations summary for the CTO.” The agent pulls Azure spend data, Windows 365 utilization metrics, Intune compliance trends, open incident counts from ServiceNow, and SLA performance — then synthesizes a narrative report with charts and recommendations.
Start Transforming Microsoft 365 Productivity
Stop navigating portals. Start delegating to an agent that knows your environment, remembers your preferences, and executes workflows end-to-end.
👉 Book a Productivity Discovery Call
👉 Windows 365 Training — learn the platform your agents run on