News
Latest AI and industry news, with EDNA's take
Gradial Raises $65M as AI Agents Take Over Enterprise Marketing Execution
Gradial Raises $65M as AI Agents Take Over Enterprise Marketing Execution
Gradial's $65M Series C validates AI agents running full marketing workflows — T-Mobile cut campaign execution time by 80-90% with 99% accuracy.
Accenture's 20% Crash Is a Consulting Wake-Up Call
Accenture's 20% Crash Is a Consulting Wake-Up Call
Accenture shares fell a record 20% after AI disrupted its consulting pipeline. Here's what that shift means for how businesses get strategic AI guidance.
73% Use AI. Only 10% Say It's Core to Operations.
73% Use AI. Only 10% Say It's Core to Operations.
A new global study of 1,550 executives finds AI adoption is near-universal but deep integration is rare. The gap is organizational, not technological.
Blog
Insights on data, AI, and building modern businesses
Every Business Is Going Agentic. Most Aren't Ready.
Every Business Is Going Agentic. Most Aren't Ready.
The shift from AI tools to AI workforces is happening faster than most business owners realize. Here's what agentic actually means and why your timeline matters.
AI Code Review Tools: What Engineers Actually Found
Engineers from r/LocalLLaMA to HN share what works, what fails, and where AI code review tools actually fit in real production pipelines.
Anthropic Workbench: What Engineers Actually Found
Anthropic Workbench reviewed by engineers in production. Real latency, token cost surprises, and where it beats alternatives in daily use.
Guides
Step-by-step guides on data, AI, and our platform
Stop Scope Creep Before It Kills Your Agency Margin
Learn how AI agents track deliverables, flag out-of-scope requests in real-time, and generate change orders before margin erosion happens.
How to Automate Agency Timesheets and Stop Revenue Leakage
AI agents capture billable hours from Slack, email, and project tools automatically. No more Friday guesswork or lost revenue.
How to Cut Agency Project Turnaround Time in Half
Stop losing margin to manual handoffs and approval loops. AI workflow automation compresses brief-to-delivery timelines without hiring.
Insights
Thought leadership from Sam McKay on the future of business
The Handoff Problem: When AI Agents Must Escalate to Humans
Most agent handoffs destroy trust because they happen too late or not at all. Here's how to design escalation triggers that work.
How to Evaluate AI Vendors Without Getting Sold
Most AI demos are theater. Here are the questions that separate real capability from expensive promises.
Why Fractional AI Leadership Beats Hiring a CTO Too Early
Most 5-50 person firms waste six figures hiring technical leaders before they have a strategy. Here's what actually works.