Harvey, the legal AI company, has built its own cloud agent infrastructure from scratch. The move targets three pain points law firms face when adopting AI: model flexibility, data confidentiality, and cost.
Why Harvey Ditched Third-Party Cloud Providers
Law firms often need to switch between different large language models depending on the task — one for contract analysis, another for legal research. Harvey's new infrastructure allows that switching without locking firms into a single provider. By owning the infrastructure, Harvey also avoids sharing client data with third-party cloud vendors.
Zero Data Retention as a Feature
The infrastructure promises zero data retention. That means after a law firm sends a query or document through Harvey's AI, the data isn't stored longer than needed to process it. For firms handling sensitive client information, this can remove a major compliance headache. Harvey designed the system so that law firms don't have to trust a third party to delete their data — the architecture simply doesn't hold onto it.
Cost Optimization for Law Firms
Running AI for legal work can get expensive, especially when firms pay per-token or per-query fees on top of cloud compute charges. Harvey's cloud agent infrastructure is built to reduce those costs by routing requests to the most efficient model for each task and cutting out middleman cloud markups. The company says the setup gives law firms more predictable billing and lower overall spend.
What the Infrastructure Actually Does
Harvey describes the system as a cloud agent infrastructure. It's a platform that hosts and orchestrates AI models — both Harvey's own and models from other providers — while enforcing the firm's data policies. The agents handle tasks like retrieval-augmented generation and multi-step reasoning across documents, all within a private environment that the law firm controls. Because Harvey built it, the company can update the models and the infrastructure independently without disrupting clients.
Harvey hasn't disclosed how many law firms are using the new infrastructure yet, but the company is rolling it out to clients now. For legal professionals, the next question is whether the zero-retention promise holds up under audit.
