Logic, Inc. today announced the launch of its spec-driven platform for fully managed AI agents, designed to let engineering teams deploy production-grade AI in a single day. By using a natural-language specification to define agent behavior, Logic abstracts away the complexities of infrastructure, session management, and model orchestration.
Spec-Driven Architecture: Teams write natural-language specs; Logic handles infrastructure, memory, and tool routing.
Benchmark Leader: Scored 83.3% on Allen AI’s IFBench, a 7.1-point increase over calling Gemini 3.1 Pro directly.
Enterprise-Ready Compliance: The platform is SOC 2 Type II and HIPAA certified, supporting highly regulated sectors.
Multi-Model Routing: Dynamically routes between OpenAI, Anthropic, and Google to optimize for cost, latency, and uptime.
Massive Scale: Already supports over 250 organizations with more than 4 million agent executions to date.
Extensible Connectivity: Supports MCP (Model Context Protocol) for connecting to external services and processes 130+ document formats.
For the past two years, developers have spent significant resources building the foundational infrastructure required to ship AI features. Steve Krenzel, CEO and co-founder of Logic, argues that this work has become a commodity.
"Two years ago, every team shipping an AI feature was also building LLM infrastructure from scratch," said Krenzel. "Logic goes further: write a spec, and you never touch sessions, memory, tool routing, or model orchestration. The plumbing isn't your problem anymore."
Logic’s focus on structured, versioned, and auditable outputs has made it a preferred choice for organizations in healthcare and fintech. One California-based healthcare customer reportedly uses the platform to automate insurance prior authorizations, replacing hours of manual chart review with automated extraction and form completion.
Because the platform is built for production, it includes features like typed inputs/outputs, synthetic test generation, and immutable version control. This allows compliance teams to integrate AI into critical business paths with high confidence.
The platform's top-tier performance on the Artificial Analysis leaderboard highlights the impact of its specialized agent harness. By optimizing how models follow instructions, Logic delivers higher precision than raw model APIs.
Logic is available starting today with a free tier, while paid plans for scaling fleets of agents begin at $49/month.
About Logic
Logic is a spec-driven platform for fully managed AI agents that helps engineering teams ship production AI without building LLM infrastructure. Founded in 2024 by Steve Krenzel (CEO) and Jess Garms (CTO), and backed by Founders' Co-op, Audacious, and Ali Partovi's Neo, Logic is headquartered in Seattle, WA.
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