Features are authored articles. Signals are curated summaries.

Insights

This is where we share what we’re learning.
Some pieces are written from firsthand experience. Others are short signals highlighting ideas worth paying attention to.

Signal

How Long-Horizon AI Agents Are Changing How Law Firms Get Work Done

Supio's long-horizon agents take on weeks-long legal workflows, acting as a firm operating layer while routing judgment calls back to attorneys.

Signal

Dreamforce Pitches Unified Agent Trust — But the Market Is Building Three Separate Layers

Salesforce pitches unified agent governance at Dreamforce, but the market is still managing governance spec, runtime authority, and enforcement as three separate problems.

Signal

OpenAI Bars Rival AI Ads From ChatGPT as It Expands Own Product Line

OpenAI has quietly blocked rival AI image and audio tools from advertising inside ChatGPT while simultaneously expanding its own competing products.

Signal

The Three Security Questions Salesforce Needs to Answer at Dreamforce 2026

With 492 unauthenticated MCP servers and multiple agent breaches in 2026, Dreamforce's security sessions must answer concrete questions about agent identity and audit trails.

Signal

Salesforce Releases Seven Prebuilt AI Agents and a Runtime Built for Week-Long Goals

Salesforce's new agent portfolio and long-horizon runtime let AI pursue sales, service, and back-office goals across weeks — not just chat sessions.

Signal

Salesforce Launches Enterprise AI Harness to Govern Multi-Vendor Agent Deployments

Salesforce has combined six tools into one governance layer for multi-vendor AI agents, setting up a direct competition with ServiceNow for enterprise orchestration.

Signal

Adobe's Freemium AI Strategy Reaches 100 Million Monthly Users

Adobe's freemium AI model hit 100 million monthly users, up 70% in a year. Firefly ARR grew 40% in a single quarter as free engagement converts to paid revenue.

Signal

Why Giving Employees AI Tools Is Not the Same as Getting Value from AI

Giving employees access to AI tools is not enough. A CIOReview leadership perspective explains why DDA literacy is the missing layer between AI deployment and real business outcomes.

Signal

Enterprise AI's Next Competitive Edge Is Domain Expertise, Not Model Size

Articul8 AI CEO Arun Subramaniyan explains why the next enterprise AI advantage is domain expertise, not larger models, and why governance must be built in from the start.

Signal

Salesforce Launches 7 Named AI Agents to Close the Enterprise Deployment Gap

Salesforce's seven named agents ship pre-configured for specific enterprise roles, backed by early customer results showing 79-90% task resolution rates.

Signal

Businesses Are Deploying AI Agents Faster Than They Can Control Them, SAP Study Finds

A new SAP study across 13 countries finds that 97% of organizations deploying AI agents lack the governance to manage them safely.

Signal

Gartner: At Least 30% of AI-Driven Job Cuts Will Be Reversed by 2029

Gartner warns that at least 1 in 3 AI-driven job reductions will be reversed by 2029. For large enterprises, the figure is closer to 1 in 2.

Ready to move with clarity?

Insights

How Long-Horizon AI Agents Are Changing How Law Firms Get Work Done

Dreamforce Pitches Unified Agent Trust — But the Market Is Building Three Separate Layers

OpenAI Bars Rival AI Ads From ChatGPT as It Expands Own Product Line

The Three Security Questions Salesforce Needs to Answer at Dreamforce 2026

Salesforce Releases Seven Prebuilt AI Agents and a Runtime Built for Week-Long Goals

Salesforce Launches Enterprise AI Harness to Govern Multi-Vendor Agent Deployments

Adobe's Freemium AI Strategy Reaches 100 Million Monthly Users

Why Giving Employees AI Tools Is Not the Same as Getting Value from AI

Enterprise AI's Next Competitive Edge Is Domain Expertise, Not Model Size

Salesforce Launches 7 Named AI Agents to Close the Enterprise Deployment Gap

Businesses Are Deploying AI Agents Faster Than They Can Control Them, SAP Study Finds

Gartner: At Least 30% of AI-Driven Job Cuts Will Be Reversed by 2029

Ready to move
with clarity?