
RTO Mandates in 2026: What the Data Really Shows
A Stanford randomized trial and a University of Pittsburgh study both found RTO mandates don't boost productivity — they mainly drive away top talent.
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A Stanford randomized trial and a University of Pittsburgh study both found RTO mandates don't boost productivity — they mainly drive away top talent.

SpaceX priced at $1.77 trillion and OpenAI and Anthropic filed to go public — but 800 mature private companies remain stuck, with no pipeline behind them.

65% of buyers have rejected a vendor over data residency. The EU's new CADA framework turns "where's my data" into a graded, four-tier legal test.

Usage pricing shows a real 10-point retention edge over seats — but buyer spend data shows adoption is still stuck at 4-6%. Here's what's really happening.

Software is being rebuilt to serve AI agents, not just humans. Here's the real infrastructure behind "agentic SaaS" — and why Gartner expects 40% to fail.

ServiceTitan grew 25%, Toast grew 23% — both beating Salesforce and HubSpot on growth and retention. Here's the earnings data and why it's happening.

The PLG-vs-sales-led debate is mostly settled — 60% run hybrid. The real 2026 gap is AI-native companies converting trials at nearly double the rate.

There's no single "good" NRR anymore. See 2026 benchmarks by segment — enterprise, mid-market, SMB, and the very different AI-native retention curve.

Gartner predicts most enterprise AI models will be domain-specific by 2028. Here's why narrow, specialized models are beating general ones on key tasks.

Gartner calls multi-agent AI its top 2026 trend. New research puts failure rates as high as 86.7% — and traces most of it to coordination, not weak models.

"Vibe coding" produced worse code, data shows. Now developers write specs and let AI agents implement — here's how spec-driven development works.

AI agents fail silently, returning confident, wrong answers with no error thrown. Here's how teams are building observability to actually catch it.