Business Services
Strategies and tools powering modern B2B operations.
The Early Scale: Chinese AI Models Now Run 30% of Enterprise Tokens at One-Tenth the Cost
Chinese AI models now handle 30% of enterprise tokens at one-tenth the cost of US rivals. Industrial M&A just hit $173B with mega-deals consuming 56% of deal value. And Salesforce is backing Agentforce with a $1B infrastructure bet. Here's what sharp operators should do about all three.
All Articles
Gartner: AI platforms market hits $64B in 2026, but 45% of CFOs are spending it on the wrong outcomes
Gartner forecasts the AI platforms and models market will grow 63% to $64B in 2026, while a parallel survey finds finance AI budgets are misaligned with board p
The Early Scale: AI Is Deployed Everywhere. It's Working Nowhere Near Expectations.
Enterprise AI is deployed in 57% of companies but only 11% are hitting their goals. A $1.5B joint venture just launched on the thesis that implementation, not model quality, is the real battleground. And 90% of CMOs say AI has already changed how buyers find brands.
The Early Scale: 94% of B2B Buyers Fact-Check AI Research. Vendors Are Losing the Trust War.
94% of B2B buyers are fact-checking AI research outputs. The buying cycle is collapsing before vendors see a lead. And a $1.5 billion joint venture just launched on the premise that the real AI problem was never the model — it was always the implementation. Here's what that means for your week.
The Early Scale: AI Is Deployed Everywhere. It's Working Almost Nowhere.
AI is in 57% of enterprises. Only 11% are hitting their goals. Two major studies this week confirm the same truth: the bottleneck is not the model, it is the management. Plus, automation capital is back with 6-9% growth forecast through 2030, and Fitch says utilities are 'deteriorating' under a $240B capex wave.
94% of B2B buyers fact-check AI research outputs, and vendors are underestimating how far trust has fallen
TrustRadius's 2026 B2B Buying Disconnect Report finds buyers using AI faster than ever but verifying almost everything it tells them.
AI is collapsing the B2B buying cycle before vendors ever see a lead
AI tools now compress weeks of vendor research into hours, reshinking how enterprise procurement teams find and shortlist suppliers.
The Early Scale: Utilities will spend $1.1 trillion on the grid over five years. That is not a typo.
Utilities are committing $1.1 trillion to grid infrastructure. Anthropic and Blackstone just bet $1.5 billion that AI implementation beats model-building. And the federal government declared universal EHR adoption. The era of planning to modernize is over.
The Early Scale: Only 11% of S&P 500 Firms Have Deeply Integrated AI. Everyone Else Is Pretending.
Just 11% of S&P 500 firms have deeply integrated AI. SAP is freezing non-AI hiring to chase agentic returns. And Salesforce just put a B2B buying agent on WhatsApp. Here's what sharp operators need to do about all three.
The Early Scale: Anthropic Bets $1.5B That Deployment — Not the Model — Is the Hard Part
Anthropic's $1.5B deployment bet, B2B e-commerce outpacing consumer retail 3x, and the 80% manufacturing automation gap — here's what B2B leaders need to act on today.
B2B e-commerce's next chapter: scale plays, AI tools, and the operators driving both
MSC Industrial's $1B quarter, Kawasaki's 500% AOV jump, and fresh procurement platform moves show B2B digital commerce shifting from experiment to infrastructur
The Early Scale: 72% of B2B Buyers Now Vet Vendors on ChatGPT as Anthropic Backs a $1.5B Bet on AI Implementation
72% of B2B buyers now vet vendors on ChatGPT. Token costs are blocking enterprise AI at production scale. And Anthropic just backed a $1.5B bet that the real problem is implementation, not the technology itself.
B2B e-commerce now outpaces retail online sales by more than 3x — what that means for procurement teams
Global B2B e-commerce dwarfs consumer retail online, driven by millennial buyers demanding digital procurement. Here's what operators need to evaluate.
The Early Scale: 95% of B2B Marketers Use AI, But Fewer Than 40% Say It Works
95% of B2B marketers use AI. Fewer than 4 in 10 say it works. A $67B utility merger starts its regulatory clock. And Spain won the World Cup, but the $13B commercial story belongs to every enterprise that built real infrastructure around it.
Kyndryl's 2026 People Readiness Report: AI is spreading fast, but most workforces aren't ready
57% of enterprises now run AI in core processes, yet only 23% of leaders say their workforce is fully prepared, per Kyndryl's 2026 report.
B2B PR agencies are adding GEO capabilities in 2026 as AI search reshapes enterprise buyer research
AI search tools like ChatGPT and Perplexity are changing how enterprise buyers find vendors, forcing B2B PR agencies to add LLM optimization to their core servi
The SME Content Production Playbook: From Expert Interview to Published Authority Content
A five-step operating model for turning internal subject matter experts into a repeatable content engine: expert selection, interview capture, editorial review, approval, and reuse into articles, video, podcast, and social.
72% of B2B software buyers now use ChatGPT to evaluate vendors, and most brands aren't showing up
72% of B2B buyers use ChatGPT for vendor evaluation, but 51% of tech brands have zero AI citations. Here's what that means for your pipeline.
The Early Scale: MasTec Bets $1.65B on Electrical Contractors as Databricks Hits $188B
MasTec drops $1.65B for electrical contractor capacity, Databricks closes at a $188B valuation to own multi-AI governance, and US utilities crossed a historic threshold: clean energy spending beat fossil fuels for the first time. Here's what smart operators do about all three.
B2B enterprises are missing from AI answers despite strong organic rankings, NEWMEDIA.COM analysis finds
Large B2B brands rank well in search but stay invisible in AI-generated answers, costing them early-stage buyer consideration before any human contact.
B2B distribution consolidates and digital channels shift as Q3 2026 activity accelerates
Ferguson's $1.6B FloWorks deal, Fastenal's digital sales gains, and World Cup-era ad channel pressure are reshaping how industrial distributors grow and reach b
The Early Scale: AI Adoption Hits 57% of Enterprises as Workforce Confidence Falls
AI is in 57% of enterprises. Workforce confidence is falling. 80% of U.S. factories have zero automation. And 32% of your LinkedIn budget may be going to people who can't buy. Here's what operators and marketers need to do about all of it.
B2B e-commerce is outpacing B2C. Here's what procurement and ops teams need to know
B2B online sales now outpace B2C by more than 3x globally. What that means for procurement teams evaluating digital channels.
The Early Scale: Microsoft Embeds 6,000 Engineers to Fix Enterprise AI's ROI Problem
Microsoft embeds 6,000 engineers inside enterprise clients to fix AI's ROI problem. Rockwell finds 93% of manufacturers own MES but only 23% have integrated it. And 87% of B2B brands are invisible in AI search, even when they rank on page one. Here's what to do about all three.
New to MarketScale?
MarketScale is the B2B media platform Business Services companies use to publish their own experts. The coverage above is produced on it. Want the overview?