The reliable spine
The non-AI spine is the source-linked workflow: clean records, rules, calculations, integrations, exception queues, approvals and reporting for Payer-claim leak and short-pay recovery.
Healthcare Providers (Hospitals, Diagnostics)
Payer-claim leak and short-pay recovery
The hospital is profitable on paper but quietly leaks rupees through hundreds of small claim mismatches nobody has time to catch: a claim short-paid below the agreed package rate, a deduction accepted without dispute, a denied claim written off without analysis, a service done but never billed. The leak is real money, it is in the hospital's own claim and billing data, and it is recoverable with a line-level trail.
Who has it
The signature wedge for multi-specialty and secondary hospitals and for nursing homes and day-care or surgical centres, and the universal entry product for a hospital; lighter for diagnostic and pathology lab chains and for polyclinics and OPD clinics.
What we build
A read-only sweep across the hospital's own claims, settlements and billing records that surfaces the recoverable money, line by line: claims paid below the rate card, repeated deduction reasons, written-off claims worth appealing, and unbilled-but-done services. It produces a quantified, line-level recovery report and then a recurring sweep that keeps catching the leak every cycle. This is the firm's universal entry wedge for healthcare, the read-only "find the money in your own data" demo.
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-claim leak and short-pay recovery; 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 promoter sees a quantified, evidenced recovery number on day one; short-pays get disputed and written-off claims get appealed; the leak stops being silently accepted.
Illustrative outcome
A meaningful share of written-off and short-paid claim value recovered, all auditable to the hospital's own records. 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.
Related builds
What tends to pair with this one.
Same industryAnomaly and exception alertsSee what we buildSame industryApproval workflows for money and write-offsSee what we buildSame industryAsk your data in plain EnglishSee what we buildAgri-Inputs & AgritechScheme, claim, near-expiry and leak recovery sweepSee what we buildAgri-Processing & CommoditiesLeak and cost-visibility sweep: purchase, yield, by-product, energy, positionSee what we buildAuto Components & AncillaryLeak and recovery detectionSee what we build
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