Voice AI Benchmarks Lie by Omission: How to Test Speech Recognition on Your Calls
Build a business-specific voice AI benchmark for noise, accents, overlapping speech, diarization, critical entities, latency, hallucinations, and review cost.
Technical Resources
Frameworks, audit guides, and technical reference material for B2B operations, RevOps, and AI readiness. Written for teams with 50-250 employees.
The Best Embedding Model for RAG Is the One That Wins on Your Data
Compare embedding models for enterprise RAG by retrieval quality, cost, latency, multilingual support, governance, and migration risk before re-indexing your data.
AI Agents Are Not Automation: What Must Exist Before You Let Software Act
Learn what processes, permissions, controls, data, and approval rules must exist before an AI agent can safely act inside your business.
How to Evaluate an AI Agent Before Production: A Practical B2B Framework
Test AI agents for task success, tool use, safety, cost, resilience, and operational control before allowing them to act in production.
MCP vs. A2A: What Enterprise Teams Must Standardize Before Connecting AI Agents
Learn how MCP and A2A connect AI agents to tools and other agents - and what identity, permissions, approvals, and controls enterprises must design themselves.
AI Governance for Mid-Market B2B: The Minimum Controls Before Production
Build a practical AI governance model covering ownership, data, vendors, evaluation, approvals, incidents, and model changes - without enterprise bureaucracy.
Practical Guides
Step-by-step frameworks for diagnosing operations, CRM, and process problems in growing B2B teams.
The Complete RevOps Audit Guide for B2B Teams
A step-by-step framework for auditing your CRM, pipeline, reporting, and data flow. Includes a checklist you can use today.
Process Debt Is Real: Why Growing B2B Teams Break at 50 Employees
Undocumented handoffs, unclear ownership, and duplicated work compound silently as B2B teams grow. Here is how to find process debt before it stalls execution.
Your Approvals Take Two Weeks. The Decision Takes Five Minutes.
60% of work time goes to coordination, not skilled work. Most mid-market approval workflows were never designed. They emerged from email threads and tribal knowledge. Here is how to find and fix the bottleneck.
The IT Risks No One Owns: What B2B Companies Must Audit Before Something Breaks
Shadow IT, access sprawl, single points of failure, and undocumented systems. A practical IT risk audit guide for B2B teams with 50-250 employees.
Your CRM Has 100,000 Records. How Many Can AI Actually Use?
CRM databases decay 25-30% per year. Before turning on AI-powered scoring and forecasting, you need to know how much of your data is real and how much is noise.
Ready to diagnose what is slowing your operations?
Every engagement starts with a diagnostic. We map your bottlenecks and tell you if a paid engagement makes sense.