Juan Carbone
Founder and Principal Engineer
Fifteen years building analytics, software, and manufacturing systems inside Fortune 100 product organisations. Now builds production agentic AI that deploys inside the customer's own perimeter, stops at a human approval before writing, and is handed over with the source.
Areas of work
Writing
Playbook
Deploying an Agent Against Databricks Unity Catalog
Playbook
Connecting an Agentic System to Azure DevOps
Playbook
Snowflake, BigQuery, Azure SQL: One Pipeline, Five Sets of Quirks
Comparison
LangChain and LangGraph in an Enterprise Deployment
Comparison
Bedrock Agents and Vertex AI Agent Builder: What a Managed Runtime Decides for You
Comparison
Microsoft 365 Copilot and the Work It Does Not Do
Comparison
Building It In-House: What the Estimate Leaves Out
Comparison
Warehouse-Native Agents and Where the Boundary Bites
Comparison
CrewAI and AutoGen Against Enterprise Constraints
Teardown
Teardown: The Two-Plane Execution Architecture
Teardown
Teardown: The Pre-Execution Write Gate
Teardown
Teardown: Deterministic Citation Provenance
Security
Why Enterprise AI Pilots Die in Security Review
Security
Prompt Injection Is a Containment Problem, Not a Prompting Problem
Revenue
Outbound Broke Because Volume Got Cheap
Revenue
Your Sending Domain Is an Asset. Bounces Are How You Spend It.
Architecture
BYOC, SaaS, or On-Premises: Choosing a Deployment Topology for Enterprise AI
Architecture
Human-in-the-Loop That Actually Holds: Write Gates, Blast Radius, and Replay Protection
Engineering
How an Agent Queries a 50,000-Table Warehouse Without Reading the Schema
Verification
Requirements Traceability Without the Spreadsheet
Verification
Line Coverage Is Not Verification Coverage
Verification
Paying Down Legacy Test Debt Without an Engineer-Year
Analytics
Your BI Backlog Is a Transcription Bottleneck, Not a Capacity Problem
Analytics
Excel Sprawl vs a Governed Semantic Model
Strategy
Building the Business Case for Enterprise AI
Analytics
Why Enterprise Dashboards Get Abandoned
Strategy
Build, Buy, or Assemble: Sourcing Enterprise AI Capability
Axionalytics
Quad Cities, Iowa · working in English and Spanish
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