AI Services for Estates & Probate Firms

An estates practice managing 20 to 30 active files at any given time runs on a 12-month rhythm: executor appointment, beneficiary notification, asset inventory, creditor notification, court filings at specified intervals, interim accountings, final distribution. Unlike litigation, there is no opposing counsel creating surprise deadlines. The dates are known from the moment the file opens. That's the catch. Because the dates are known, there's an assumption they'll be tracked. When the Smith beneficiary notification falls the same week as the Jones accounting and the Patel distribution, all 3 demand action and only 1 gets the attorney's attention.

With an estates lifecycle agent in place, every new file generates its lifecycle timeline the moment it opens: jurisdiction-specific deadlines, notification letter drafts ready for each stage, filing checklists for court submissions, and intake prompts for the executor's documents. The agent tracks which documents have landed, which are late, and which stages are approaching. It escalates at 30, 14, and 7 days out. The attorney opens a single dashboard every morning and sees what needs action today across every active estate.

The agent doesn't file anything. It drafts, it tracks, it escalates. The attorney reviews, signs, and submits. What changes is the confidence that the file's dates aren't quietly drifting past when 3 estates hit filing week at the same time.

Estates work is pure lifecycle automation. The workflow is predictable, the stages are known, the outputs are templated, and the deadlines are computable from jurisdiction rules and filing dates. The only variable is the facts of the estate: who the executor is, what the assets are, who the beneficiaries are, which jurisdiction's rules apply.

That's exactly the shape agents handle well. The jurisdiction rules go into a skill file. The templates live in your document storage. The practice management system holds the matter data. The agent orchestrates across them and runs the lifecycle on every active file in parallel. The judgment, which estate needs a careful hand, which beneficiary is going to contest, which asset valuation needs to be defended, stays with the attorney. Probate touches sensitive beneficiary and medical data, so agents run in your account under SOC 2 and HIPAA controls, with BAAs where needed and zero data retention from our model providers. Drafts only, with an audit trail on every action.

We start with Blueprint, a 2 to 3 week engagement where we walk through 3 or 4 active files at different lifecycle stages and map where agents would land. You leave with a prioritized roadmap and a written scope for the first build.

Build is 4 to 8 weeks. We encode your jurisdiction rules, template library, and notification preferences, then stand up the lifecycle agent in your account, connected to your practice management system and document storage. We run it in shadow mode while we tune, comparing the agent's timeline output against how your attorneys actually track files today.

Managed is the ongoing operating mode. We monitor the agent, update jurisdiction rules as they change, add new agents as your needs grow, and absorb the work of keeping the fleet running. You get a monthly review with what the agents handled, where they escalated, and what we'd change next.