🧠 Food for thought

Implications, context, and why it matters.

Anthropic uses a familiar enterprise sales approach

• Anthropic’s partner program follows a common enterprise software playbook, where partners drive a large share of revenue 1.
• Industry data puts partner ecosystems behind 73% of global B2B revenue influence 2.
• Check Point and NetApp call themselves “100% channel-driven” or “100% partner-led” as a path to scale 3.
• Dell’s “Partner First” storage push routed over 99% of customers through partners, which helped it sell into complex markets 1.

AI workflow specialists are starting to fill the gaps

• Anthropic’s Claude models often need partners such as consultancies, professional services firms, or specialist AI companies to fit a general-purpose AI system to an enterprise’s specific processes, including code modernization and reducing technical debt.
• This opens room for companies like 8Flow, which maps workflows across platforms like ServiceNow (enterprise IT management software) and Okta (identity and access management software) so AI agents get the context they need 4.
• Anthropic’s US$100 million commitment aims to grow more “last-mile” integrators who turn a general AI into a business-ready solution 5.
• This matters more as models like Claude Sonnet 4.6 target “long-running agents” and “enterprise workflows” that rely on tight integration 6.