Posts
14 pieces on record- 5m
Open-weight models after DeepSeek: what actually changed for enterprise AI stacks
In January 2025, DeepSeek released R1, an open-weight reasoning model that reset industry cost and performance assumptions. It was not the first …
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SaaS rationalisation, done properly: the audit methodology that beats tool-count arguments
Every IT and engineering leadership team we speak to this year is under pressure to reduce the number of SaaS subscriptions. The pressure comes from …
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Per-seat pricing vs the inference bill: four AI pricing models, one decision framework
Two years ago, SaaS pricing was per-seat and procurement could model it. The arrival of inference as a cost driver broke that model. Every SaaS team …
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MCP, five months in: what the Model Context Protocol actually standardises
Anthropic released the Model Context Protocol in November 2024. It is an open specification describing how an AI application — a chat client, an IDE …