Last Week in AI for Business (Ish)

Key Takeaways

• Salesforce now offers API‑first agent endpoints via Headless 360.
• Anthropic’s Claude Opus 4.7 enables week‑long autonomous workflows.
• OpenAI adds sandboxing to Agents SDK, reducing operational risk.
• Adobe’s CX Enterprise introduces “Coworkers” as continuous AI agents.
• Meta’s business AI hits 10 M weekly conversations, showing market adoption.

Pulse Analysis

The latest wave of AI‑agent announcements marks a decisive shift from experimental demos to core business infrastructure. Salesforce’s Headless 360 exposes every CRM capability as an API, forcing companies to confront data hygiene head‑on; clean, structured records become the fuel that agents consume, and any gaps translate directly into operational errors. Early adopters that audit pipelines now will avoid the chaos that unchecked agents can amplify.

Model maturity is catching up with enterprise ambition. Anthropic’s Claude Opus 4.7 is engineered for multi‑day, reasoning‑intensive tasks such as contract review or lead qualification, while OpenAI’s sandboxed Agents SDK adds a safety net that isolates actions from production environments. The bottleneck has moved from raw intelligence to integration architecture—organizations must design end‑to‑end workflows, define clear input‑output contracts, and embed monitoring before agents can be trusted with revenue‑critical processes.

Market adoption signals that the cultural barrier is gone. Adobe’s rebranding of Experience Cloud to CX Enterprise, complete with “Coworkers” that operate continuously toward business goals, reframes AI as a teammate rather than a tool. Meta’s business‑AI platform now handles ten million conversations weekly, proving that customers expect instant, AI‑driven interactions. Companies that treat agents like hires—assigning roles, metrics, and escalation paths—will capture the disproportionate 75% of AI‑generated economic gains identified by PwC, while those that merely collect tools will fall behind.