Our sweet spot is mid-sized and middle-market operators, large enough to feel real operational pain but without a software or AI team to fix it. We also partner with large enterprises where the work fits; the mid-market gap is where we do our best work.
The verticals below are ranked by how well the work fits. Under each, the same two things: where time and margin tend to leak, and what we could build to close it. Both are examples, not a fixed menu. If your exact bottleneck is not listed, it almost certainly still fits.
Where time and margin tend to leak (examples, not limited to)
LOI drafting, keeping the deal pipeline current, broker and seller follow-up, investor memo assembly, due-diligence document chase.
What we could build for you (examples, not limited to)
An LOI generator that drafts from your terms, a pipeline that never drops a lead, an investor-update engine, a document-collection agent that chases what is missing.
Where time and margin tend to leak (examples, not limited to)
Acquisition diligence across facilities, resident admissions and onboarding paperwork, census and occupancy tracking, family communication, staff scheduling and shift backfill, and state survey and compliance documentation.
What we could build for you (examples, not limited to)
A diligence engine that reads facility financials, census, and licensing for acquisitions; an admissions and onboarding agent that runs resident and new-hire intake; a live census and occupancy dashboard; a family-update engine; and a compliance-documentation assistant that keeps survey files current.
Where time and margin tend to leak (examples, not limited to)
Intake triage on new inquiries, chasing medical records and bills, assembling demand packages, keeping clients updated, tracking filing and statute deadlines.
What we could build for you (examples, not limited to)
An intake agent that qualifies and routes new matters, a records-request agent that chases providers until documents arrive, a demand-letter drafter that assembles from the file, a deadline tracker that never lets a date slip.
Where time and margin tend to leak (examples, not limited to)
Taking in quote requests, chasing renewals before they lapse, issuing certificates of insurance, moving a new policy from sale to service, answering repeat coverage questions.
What we could build for you (examples, not limited to)
A quote-intake agent that gathers what underwriting needs, a renewal engine that works the book before expiration, a COI generator that issues on request, a service-handoff workflow nothing falls out of.
Where time and margin tend to leak (examples, not limited to)
Abstracting lease terms, tracking renewal and option dates, following up on work orders, reporting to owners, coordinating vendors for repairs.
What we could build for you (examples, not limited to)
A lease-abstraction agent that pulls key terms into one place, a critical-date tracker, a work-order agent that closes the loop with tenant and vendor, an owner-reporting engine that assembles the monthly package.
Where time and margin tend to leak (examples, not limited to)
Sourcing and screening candidates, assembling submittals, scheduling interviews, following up to redeploy contractors, keeping both sides warm between roles.
What we could build for you (examples, not limited to)
A sourcing and screening agent that shortlists against the req, a submittal builder, a scheduling agent that coordinates candidate and client calendars, a redeployment engine that re-engages your bench before a contract ends.
Where time and margin tend to leak (examples, not limited to)
Collecting borrower documents, chasing conditions from underwriting, keeping borrowers and agents updated on milestones, re-requesting expired paperwork.
What we could build for you (examples, not limited to)
A document-collection agent that requests and re-requests until the file is complete, a conditions-tracking workflow, a milestone-update engine that keeps borrower and referral partner in the loop.
Where time and margin tend to leak (examples, not limited to)
Intaking referrals, chasing face-to-face and physician documentation, handling recertification paperwork, scheduling and re-scheduling caregivers, keeping families informed.
What we could build for you (examples, not limited to)
A referral-intake agent that captures and routes new cases, a documentation-chase agent for physician and compliance paperwork, a recert workflow that flags dates early, a scheduling engine that fills and backfills shifts.
Where time and margin tend to leak (examples, not limited to)
Reworking denied claims, drafting appeal letters, following up on claim status, reconciling EOBs, chasing missing information from providers.
What we could build for you (examples, not limited to)
A denial-triage agent that sorts and routes by reason code, an appeal-letter drafter that assembles from the claim, a claim-status follow-up agent, an EOB-reconciliation workflow.
Where time and margin tend to leak (examples, not limited to)
Onboarding new-client paperwork, assembling compliance documentation, preparing review packets, gathering account information, keeping records audit-ready.
What we could build for you (examples, not limited to)
An onboarding agent that collects and organizes new-client documents, a review-packet builder that assembles from custodial data, a compliance-documentation workflow, a records agent that keeps files audit-ready.
Where time and margin tend to leak (examples, not limited to)
Onboarding new clients, building recurring reports, moving a signed deal into delivery, gathering assets and approvals, keeping clients updated on status.
What we could build for you (examples, not limited to)
A client-onboarding agent that collects assets and access, a reporting engine that assembles results on a schedule, a sales-to-delivery handoff workflow, a status-update agent that keeps clients informed.
Where time and margin tend to leak (examples, not limited to)
Coordinating closing files, tracking deadlines across parties, sending status updates, collecting documents from lenders and agents, holding everyone to the closing date.
What we could build for you (examples, not limited to)
A closing-coordination agent that tracks every file to the date, a deadline and milestone tracker, a status-update engine for agents and lenders, a document-collection workflow.
Where time and margin tend to leak (examples, not limited to)
Issuing violation notices, processing architectural-review requests, assembling board packets, following up on open items, answering repeat homeowner questions.
What we could build for you (examples, not limited to)
A violation-notice workflow that drafts and tracks to resolution, an ARC-request intake and routing agent, a board-packet builder, a homeowner-question agent trained on your governing documents.
Where time and margin tend to leak (examples, not limited to)
Assembling deal jackets, packaging lender submissions, handling compliance documents, following up on internet and phone leads, keeping deals moving to funding.
What we could build for you (examples, not limited to)
A deal-jacket assembly agent, a lender-packet builder, a compliance-document workflow, a lead-follow-up agent that works the BDC queue around the clock.
Where time and margin tend to leak (examples, not limited to)
Packaging credit applications, submitting to funders, collecting documents from applicants, following up on approvals, keeping deals warm through funding.
What we could build for you (examples, not limited to)
A credit-app packaging agent, a funder-submission workflow, a document-collection agent that chases what is missing, an approval-follow-up engine.
Where time and margin tend to leak (examples, not limited to)
Following up on leads, booking consults, handling financing paperwork, running recall and rebooking, answering repeat treatment questions.
What we could build for you (examples, not limited to)
A lead-follow-up agent that books consults, a financing-document workflow, a recall engine that rebooks lapsed patients, a front-desk question agent trained on your services.
Where time and margin tend to leak (examples, not limited to)
Following up on estimates, scheduling and dispatching crews, handling warranty requests, collecting reviews, chasing invoices after the job.
What we could build for you (examples, not limited to)
An estimate-follow-up agent, a scheduling and dispatch workflow, a review-request engine, an invoice-follow-up agent.
Where time and margin tend to leak (examples, not limited to)
Preparing bids, tracking submittals, managing RFIs, processing change orders, collecting subcontractor certificates of insurance.
What we could build for you (examples, not limited to)
A bid-assembly agent, a submittal and RFI tracker, a change-order workflow, a COI-collection agent that keeps subs compliant.
Where time and margin tend to leak (examples, not limited to)
Filing appeals, assembling evidence packets, generating studies, tracking jurisdiction deadlines, collecting client documents.
What we could build for you (examples, not limited to)
An appeal-filing workflow, an evidence-packet builder, a study-generation agent that drafts from your inputs, a deadline tracker by jurisdiction.
Where time and margin tend to leak (examples, not limited to)
Collecting borrower documents, matching deals to lenders, assembling loan packages, following up through approval, keeping borrowers updated.
What we could build for you (examples, not limited to)
A document-collection agent, a lender-matching workflow, a package-assembly agent, an approval-follow-up engine.
Where time and margin tend to leak (examples, not limited to)
Managing records, running recall cycles, coordinating referrals, following up with clients, answering repeat questions.
What we could build for you (examples, not limited to)
A records agent that keeps charts current, a recall engine that rebooks on schedule, a referral-coordination workflow, a client-question agent trained on your protocols.
Where time and margin tend to leak (examples, not limited to)
Collecting client documents, chasing prepared-by-client lists, tracking filing deadlines, answering repeat client questions, keeping engagements moving.
What we could build for you (examples, not limited to)
A document-collection agent that chases the PBC list, a deadline tracker by engagement, a client-question agent trained on your process, a status-update workflow.
Where time and margin tend to leak (examples, not limited to)
Turning RFQs into quotes, following up on reorders, maintaining pricing documents, chasing open quotes, keeping customers informed on order status.
What we could build for you (examples, not limited to)
An RFQ-to-quote agent, a reorder-follow-up engine, a pricing-document workflow, an order-status update agent.
Where time and margin tend to leak (examples, not limited to)
Handling arrangement paperwork, filing permits and certificates, processing insurance claims, running aftercare follow-up, coordinating with families.
What we could build for you (examples, not limited to)
An arrangement-paperwork workflow, a permit and certificate filing agent, an insurance-claim workflow, an aftercare follow-up engine.
Where time and margin tend to leak (examples, not limited to)
Matching loads to carriers, running check-calls, handling rate confirmations and PODs, following up on documents, keeping shippers updated.
What we could build for you (examples, not limited to)
A carrier-matching agent, a check-call automation workflow, a document agent for rate-cons and PODs, a shipper-update engine.
The common thread: revenue is real, the team is stretched, and the same costly work keeps getting done by hand. That is what we automate or rebuild. The systems we build learn from your data and your team's edits as they run, so they get better the longer they operate.
Request an audit and we quantify the leak, then show you the system that closes it.