Deep in a few industries. Building out the rest.
We go deep in work that's regulated, document-heavy, and expensive to get wrong. Healthcare and universities are live — the rest are in build.
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.
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.
ExploreUniversities & higher ed
AI tutors, mock exams, and grading support for students — plus admissions review, transcript evaluation, and aid verification for staff.
Explore universitiesClaims processing
Intake, triage, and adjudication support that reads the file, flags the gaps, and routes clean claims faster without losing the audit trail.
ExploreMortgage underwriting
Document collection, income calculation, and condition clearing that turn a stack of borrower paperwork into a decision-ready file.
ExploreCommercial & SBA
Origination support for commercial and SBA loans — spreading financials, checking eligibility, and assembling the credit package.
ExploreDiscovery & review
Document review, privilege flagging, and contract analysis that surface what matters across thousands of pages with citations back to source.
ExploreTitle & closing
Title search, exception clearing, and closing-package prep that compress days of coordination into a tracked, deadline-aware workflow.
ExploreFreight brokerage
Load matching, carrier vetting, and document handling that keep brokers covering freight instead of chasing rate confirmations and BOLs.
ExploreRFI & submittals
RFI routing and submittal tracking that read the spec, draft the response, and chase the approval before it becomes a schedule slip.
ExploreWe 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.