aicost
.ai
Services
Services and pricing
What AICost does for you, and what it costs
Builders and small teams
Free MCP key and calculators to start
AI-native companies
Cost and control as you scale
Enterprises
Pilots into production, governed
SIs and consultants
Prove the build is ready
MSPs
AI FinOps and governance, your brand
MCP Engines
Cost & Governance engines
96 free to try, no sign-in
Cost & Governance engines for workflows
124 engines your workflows call over MCP
MCP setup
Claude, Codex, CI or your app
Guides
Vendors, personas, weekly refresh
Governance
AI assessment
20 modules, collected and interviewed
AI governance
20 modules that run as policy
Tools to do it
Connect Microsoft 365
Automated, read-only tenant assessment
Governance quick check
Five minutes to your risk tier
Assessment workspace
Consultant-led assessment and report pack
Assurance
Test the workload you will actually run
Full guides
Assessment and governance in depth
Workflows
Enterprise workflows
Priced and governed, by team and industry
Workflow designer
Describe or build your own, then price it
Live demo
Pick a workflow and see it run
Technical guide
MCP, cloud and LLM gateway integration
Resources
Solutions
Business solutions
Top AI automations by team
Industry solutions
Pharma, health, banking, insurance, retail
VC and PE
Portfolio diligence and value creation
All workloads
Browse the workload catalog
Technology
CostWall and CostProof
Caps and breakers; modeled vs actual; pricing
Integrations
AWS, Azure, GCP and LLM gateways
Security
What data we touch, where policy runs
Learn and company
Playbooks
Agentic, RAG, multimodal
Methodology
How the numbers are made
About
Who builds AICost
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Test a workload →
aicost.ai
/ Workload Catalog
Workload Catalog
Browse 427 AI workload patterns across 5 company sizes, 8 industries, 10 departments.
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