AI & Automation Consulting

Technology-agnostic AI platform evaluation with honest recommendations — including competitors' tools
Production AI agent architectures with governance, audit trails, and human-in-the-loop controls
Enterprise automation workflows connecting AI to your existing Microsoft stack
Cost-optimized deployments that balance capability against token spend and compute costs

The Problem

Every vendor says AI will transform your business. Few can tell you specifically how, what it will cost, and what can go wrong. You don’t need another AI strategy deck — you need a practitioner who has deployed AI agents in production and can tell you what actually works.

Our Approach

We’re technology-agnostic consultants who happen to have deep expertise with multiple AI platforms. We recommend the right tool for your specific workflow — not the tool we built or the tool we’re certified to sell.

Platform Evaluation

We evaluate and deploy across the major AI agent platforms:

PlatformBest ForConsiderations
Copilot StudioTeams-integrated workflows, low-code teamsMicrosoft licensing required, limited customization
OpenClawMulti-channel automation, self-hosted controlOpen source, requires infrastructure management
Azure AI Agent ServiceAzure-native workloads, managed infrastructureConsumption-based pricing, Azure dependency
Custom AgentsUnique workflows, maximum controlHighest development cost, full flexibility

What We Deploy

Workflow Automation — Email triage, document processing, approval routing, report generation. The mundane work that consumes your team’s time and doesn’t require human judgment.

IT Operations — Automated compliance monitoring, incident response triage, configuration drift detection, patch compliance reporting. AI agents that watch your environment so your team can focus on projects.

Developer Productivity — AI coding agents with governance controls, automated code review, documentation generation, and test scaffolding. Faster development without sacrificing quality or auditability.

Decision Support — Data synthesis, competitive monitoring, policy analysis, and research automation. AI that prepares the briefing so humans can make the decision.

Governance First

Every AI deployment we design includes:

  • Audit trails — Every agent action logged separately from human activity
  • Human-in-the-loop — Approval workflows for sensitive operations (sending emails, modifying data, external API calls)
  • Cost controls — Token budgets, model selection policies, and spend alerts
  • Data residency — Control where your data goes and which models can access it
  • Access controls — Entra ID integration, conditional access, role-based permissions

Why Big Hat Group

We don’t just advise on AI — we run AI agents in our own operations. Our internal tools use OpenClaw, Claude Code, BHGBrain (our vector memory system), and custom MCP integrations daily. We’ve learned what works, what breaks, and what costs more than expected — and we bring that practitioner experience to every engagement.

Honest recommendations. If Copilot Studio solves your problem, we’ll say so — even though we built expertise in other platforms. The right answer is the one that works for your team, not the one that generates the most consulting hours.

Microsoft stack expertise. AI doesn’t exist in isolation. We understand Entra ID, Intune, Azure, Graph API, and the Microsoft 365 ecosystem deeply — so your AI deployment integrates properly rather than floating as an island.

Production experience. We’ve deployed AI agents that handle real workloads in regulated environments. We know the difference between a demo and a deployment.

Kevin Kaminski is a 17x Microsoft MVP with 25 years of enterprise IT experience specializing in Windows 365, Intune, Azure infrastructure, and AI agent deployment. He leads Big Hat Group, delivering consulting, training, and managed services for organizations modernizing their endpoint and cloud operations.

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