The Business AI Briefing

Scheduling, permitting, procurement and trade handoffs are coordination problems before they are AI problems. The 17–20% cost / 22–25% schedule figures come from Suffolk’s model of a single sample project — here is what to map first.

Global staffing: 7 Agentforce agents live in 12 countries (60% of top line); 2.7M agent conversations YTD; candidates ready 40% faster; recruiters reclaim 35–40% time; +20k placements attributed.

World’s largest auto services/tech firm (29k staff): 17 AgentCore solutions in production; FleetMate compresses repair estimates 8–48h → 30min; one automation projected to save 17,000 work hours in pilot.

Energy operator on Copilot Studio + Foundry (~2,300 users): finance manual work −30%; Legal ~1,820 hrs/yr; discipline agents 6,318 hrs/yr; helpdesk/HR up to 50% faster; SAT 4.8/5.

GA product builds a versioned, owned Map of Work from docs, systems, and interviews, then drafts PDD/SDD for coding agents on Maestro. Humans approve; Cartographer never publishes alone.

Multi-agent Bedrock AgentCore + Strands: HVAC diagnostic cycle ~20 min → ~20 sec; 3–4 weeks prototype-to-demo, then tech beta ahead of Trane Cloud customers.

Eleven-location home-services firm: 100% of after-hours calls on Agentforce Voice; 4× faster work-order closure, 84% fewer escalations, 320+ hours saved last quarter, +15% sales LTM without matching headcount.

McVitie’s / GODIVA / Ülker parent: 48 engaged users ~12+ hrs/mo each via ‘Steal Back 10 Hours’; Carlisle Copilot Studio safety agent ~800 hrs/year. Tracker-backed CPG numbers.

Moynihan: ~140 uses, $400M cost, $800M claimed benefit. Headcount 213k→209k via hiring care, not layoffs. DeMare: coding agents ~15–20% on 20k developers.

Company claims ~950 agents, 210M tokens, 21 hours to spot ART enzyme system. Function unknown; BSL-1/2; Feng Zhang calls it intriguing.

Company claims resolutions as low as $0.20–$0.30 vs $1–4 tools. Crawl-walk-run on Plain + Linear; humans still own judgment cases.

Buddy on the desk, email agent on the queue: AHT −30%, training 4 weeks → 2, GI Email Agent >20% of enquiries. ASEAN insurer from pilot to operating KPIs.