Trends

Frontier labs build services capacity to deploy into enterprises

Enterprise adoption · May 8 – Jun 19

Organizations

AnthropicOpenAIAmazon Web ServicesBlackstoneGoldman SachsHellman & Friedman

Updates

  1. Jun 19

    OpenAI launched a $150M Partner Network with Accenture, McKinsey, and others targeting 300,000 certified consultants by year-end, calling deployment the binding constraint, while Anthropic opened Seoul alongside NAVER's organization-wide Claude Code rollout and deployments at Samsung SDS, LG CNS, and Hanwha.

    OpenAI launches a $150M Partner NetworkAnthropic opens its Seoul office

  2. Jun 5

    OpenAI made its frontier models and Codex generally available on Amazon Bedrock, including GovCloud, and extended Codex to non-developers, now ~20% of its 5M+ weekly users; Anthropic's partner network added a Services Track after more than 40,000 firms applied.

    OpenAI models and Codex arrive on AWSOpenAI extends Codex to non-developersClaude Partner Network adds a Services Track

  3. May 15

    OpenAI's $4B DeployCo, backed by 19 partners including Goldman Sachs, SoftBank, McKinsey, and Capgemini and buying Tomoro's ~150 FDEs, mirrors Anthropic's services firm, while Ramp data put Anthropic ahead in business adoption (34.4% vs 32.3%) as SAP and PwC deepened Claude rollouts.

    OpenAI launches the $4B Deployment CompanyAnthropic passes OpenAI in business adoptionSAP embeds Claude in its Business AI PlatformPwC expands its Anthropic alliance

  4. May 8New

    Anthropic, Blackstone, and Hellman & Friedman (about $300M each) and Goldman Sachs (about $150M) formed a $1.5B services firm that embeds Anthropic engineers at mid-market companies, betting on demand like the 15x one-year growth in Blackstone portfolio LLM spend.

    Anthropic, Blackstone, and Goldman form $1.5B services firm

Predictions

  1. Nov 2026

    OpenAI, Cohere, and at least one more frontier lab announce formally capitalized enterprise services vehicles or SI channel arrangements with equity-like alignment. May 8

  2. Nov 2026

    At least one more frontier lab, most likely Cohere or Mistral, announces a structurally comparable forward-deployment vehicle as implementation capacity overtakes model capability as the binding enterprise constraint. May 15

  3. Dec 2026

    Multi-cloud availability of the leading closed frontier models becomes a baseline enterprise procurement expectation, eroding the model exclusivity that anchored hyperscaler AI differentiation. Jun 5

  4. Dec 2026

    Certified-consultant headcount and forward-deployed-engineer programs become explicit competitive metrics in lab disclosures, with the two leaders together targeting well over half a million certified practitioners. Jun 19