Guides for the teams that own the matter, in-house and at the firm: the economics of bringing document review in-house, what defensible AI review means, and how Discovery AI runs in your own Azure.https://www.discoveryai.io/https://www.discoveryai.io/resources/azure-ai-foundry-for-legal-teams/https://www.discoveryai.io/resources/azure-ai-foundry-for-legal-teams/Microsoft Foundry, formerly Azure AI Foundry, is Microsoft's platform for running AI models inside an Azure subscription. When a legal AI platform deploys in your own tenant, your documents, models and sign-in stay under your existing governance, your data stays out of model training, and Microsoft bills the usage at list price.Fri, 09 Oct 2026 00:00:00 GMThttps://www.discoveryai.io/resources/per-gb-vs-per-matter-pricing/https://www.discoveryai.io/resources/per-gb-vs-per-matter-pricing/Per-gigabyte eDiscovery pricing ties your bill to data volume you can't know until processing is done, and hosting fees keep running for the life of the matter. Per-matter pricing sets the price by the complexity of the matter before work starts. For budgeting, per-matter is the more predictable model.Fri, 02 Oct 2026 00:00:00 GMThttps://www.discoveryai.io/resources/defensible-ai-review/https://www.discoveryai.io/resources/defensible-ai-review/Defensible AI review means you can explain and support every review decision if opposing counsel, a court, or a regulator asks. In practice that takes a written reason for each call cited to the source document, a log of every agent and reviewer action, human sign-off where stakes are high, and quality checks you can describe.Fri, 25 Sep 2026 00:00:00 GMThttps://www.discoveryai.io/resources/economics-of-bringing-litigation-review-in-house/https://www.discoveryai.io/resources/economics-of-bringing-litigation-review-in-house/First-level document review is the most expensive phase of most matters, and the one legal teams send out most often. Bringing it in-house on an agentic review platform cuts the cost of a representative matter by roughly half, runs about 20× faster than manual or TAR review, and leaves a defensible record your team owns.Fri, 18 Sep 2026 00:00:00 GMT