Deep in a few industries. Building out the rest.

One AI operating system per industry. Mercury OS for service businesses and Rockets AI OS for universities are live; Donna OS for legal is coming soon, and healthcare and real estate follow.

01 / Where we work

Depth beats breadth in regulated workflows.

A wrong answer here carries real cost — a denied claim, a mispriced loan, a missed deadline. We map the workflow, then build the agent that runs it end to end, with a human on the exceptions.

Live · 2 solutions

Healthcare RCM

Prior authorization and denials-and-appeals agents that work the queue the way a seasoned biller would — but every day, at full volume.

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Legal

Law firms & legal teams

Research with verified citations, contract and document review, deposition summaries, drafting, intake and time capture — eight agents, shown working.

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Real estate

Real estate & property

Speed-to-lead, listings, showings, contract-to-close, leasing and maintenance — ten agents, shown working.

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Service businesses

Service & trades

AI receptionist, dispatch, estimates, missed-call text back, reviews, payments and booking — ten agents, shown working.

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Universities

Universities & higher ed

AI tutors, mock exams, and grading support for students — plus admissions review, transcript evaluation, and aid verification for staff.

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Insurance

Claims processing

Intake, triage, and adjudication support that reads the file, flags the gaps, and routes clean claims faster without losing the audit trail.

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Lending

Mortgage underwriting

Document collection, income calculation, and condition clearing that turn a stack of borrower paperwork into a decision-ready file.

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Banking

Commercial & SBA

Origination support for commercial and SBA loans — spreading financials, checking eligibility, and assembling the credit package.

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Legal

Discovery & review

Document review, privilege flagging, and contract analysis that surface what matters across thousands of pages with citations back to source.

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Real estate

Title & closing

Title search, exception clearing, and closing-package prep that compress days of coordination into a tracked, deadline-aware workflow.

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Logistics

Freight brokerage

Load matching, carrier vetting, and document handling that keep brokers covering freight instead of chasing rate confirmations and BOLs.

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Construction

RFI & submittals

RFI routing and submittal tracking that read the spec, draft the response, and chase the approval before it becomes a schedule slip.

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HOW WE PICK

We only take a vertical we can learn cold. If we can't out-read your best analyst on the document, we don't ship the agent.

Tell us the workflow that costs you most.

If your bottleneck lives in one of these sectors, we likely already understand it. If it lives somewhere new, a short exchange tells us whether it's a fit.

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