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When you need an AI development company vs a software development company: differences in testing, data, deployment and team, plus a decision checklist.
5 AI agent development companies with agents running in production, not pilots. Compared on HFS 2026 ratings, named outcomes and fit for mid-market teams.
5 firms that take AI from pilot to production, compared on Forrester Wave standing and verified deployments. Independent: we didn't rank ourselves.
A framework for CTOs deciding whether to build AI in-house or bring in a development partner, covering cost, timeline, talent, and risk trade-offs.
Most AI prototypes stall before launch. Here is the engineering work that takes an AI demo to production: evals, reliability, data, cost, and governance.
Build a Discord-style community platform without the usual mistakes. Architecture, voice topology, UK and EU safety duties, and what really drives your cost.
