The reliable spine
The non-AI spine is the source-linked workflow: clean records, rules, calculations, integrations, exception queues, approvals and reporting for Payer-receivables ageing and trapped-cash view.
Healthcare Providers (Hospitals, Diagnostics)
Payer-receivables ageing and trapped-cash view
A hospital's cash is often trapped for months with TPAs, insurers and government scheme portals, and the promoter learns the position late, at month-end, from a number nobody can trace. The owner cannot see how much is stuck where, with which payer, in which ageing band, and which claim needs a follow-up today. Decisions wait on month-end; the promoter flies blind between closes, and "true margin" by department, payer, centre or test is an argument, not a number, because deductions, package rates, consumables and scheme discounts are never netted in one view.
Who has it
Core for multi-specialty and secondary hospitals and for nursing homes and day-care or surgical centres, and for any provider with a large TPA, insurer and scheme book; valuable across every segment, sharpest for hospitals (occupancy, payer mix, margin) and for diagnostic and pathology lab chains (turnaround, centre margin, test mix). It pairs a payer-receivables ledger with always-current operational dashboards.
What we build
One clean payer-receivables ledger over the connected layer, with automatic ageing by TPA, insurer, scheme and corporate, and a ranked follow-up cadence so the oldest and largest stuck claims are chased first. The reminders run on their own; escalating, settling or writing off a claim goes to a person. Always-current dashboards over the connected layer: bed occupancy and OT utilisation, sample-to-report turnaround (for diagnostics), payer-mix and department or centre margin, test-mix profitability, and discharge-to-bill turnaround, on one screen the owner actually opens.
What is automated, where AI helps, who signs off
Automation for the routine. A person on every decision that matters.
Where AI helps
AI is limited to bounded reading, extraction, matching, clustering or drafting from the firm's own data for Payer-receivables ageing and trapped-cash view; it never owns the number, the approval, the promise or the decision.
Who signs off
A named person signs off anything touching money, stock, a customer promise, a regulated filing, a payment, a price, a credit decision or a people decision.
What changes day to day
The owner sees exactly how much is stuck where and what to chase today; claims that used to age silently get chased on time; the average collection period from payers comes down. The owner and managers run the week off live numbers instead of last month's ghost; low-margin payers and departments, slow centres and dragging discharges become visible while there is still time to act.
Illustrative outcome
A shorter average collection period from payers, freed-up trapped cash, and faster, evidence-based operational decisions between closes. Illustrative; final numbers come from your own data.
Illustrative; final numbers come from your own data.
Path to the build
How this one gets built.
Book a free 60-minute call, then a free Blueprint on the firm's own records. Deep-dive and build, followed by run and govern so the workflow keeps paying back.
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