Topic
Enterprise
3 posts tagged Enterprise — engineering notes and field reports from the TechKis team.
Posts in Enterprise
3 posts
- 10 min read·AI EngineeringArchitectureSecurity
Self-hosted LLMs vs provider APIs — when data residency actually forces your hand
Self-hosting an open-weight model is usually the wrong default and occasionally the only option. Here's what genuinely forces it — regulation, contracts, volume economics — and the hybrid split most teams land on.
Read post - 9 min read·AI EngineeringEngineering PracticeEnterprise
Choosing an AI development partner — the questions that predict delivery
Case studies and logos don't predict whether an AI project ships. These questions do — about evaluation, data access, model choice, handover and run cost — plus the answers that should end the conversation.
Read post - 10 min read·AI EngineeringArchitectureEnterprise
The AI gateway pattern for enterprise applications
Letting every service call model providers directly is how enterprises lose control of cost, security and compliance. An AI gateway is the single seam where routing, auth, budgets, logging and guardrails live. Here's how to build one.
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