Empromptu LogoEmpromptu
We just need this problem solved

Get the dollars back without becoming a software shop

You're running an operation that leaks money you've stopped trying to recover — denied claims, hidden vendor charges, royalty discrepancies, schedule slip, the work nobody had bandwidth to chase down. The recovery looks like outsourced finance ops to your team: a managed system that watches your data, surfaces the leaks, recovers them, and reports monthly. Priced on shared savings. You don't change software. We don't add overhead.

30-day onboardingSOC 2 certifiedZero AI engineers required
See live demos
30 daysFrom kickoff to live AI
98%+Verified output accuracy
0AI engineers you need to hire
SOC 2Certified + HIPAA ready

Industries & Applications

Where operations recover leaked dollars

Click any category to explore what we've built — and what we can build for you.

Recovery patterns we run

Denial recovery on what you've stopped chasing

Problem

Most denied claims past 90 days never get worked because the manual effort outweighs the recovery odds. The managed loop watches the patterns, surfaces the appeals worth chasing, and reports what came back monthly.

Past-due denial recovery

Operations that recovered leaked revenue

Ripple Wellness

AI powered wellness CRM and content platform for holistic practitioners.
Read case study

Managed recovery. Priced on what we recover.
what we recover

Real numbers from real enterprise deployments — not benchmarks.

0

to first recovery

Data ingestion in month one, recoveries flowing in month two. Most operations recover 3-7% of revenue in the first six months on a sustained basis.

0

workflow change for your team

Read-only access to the system that holds the dollars. We surface the recoveries, your team doesn't change tooling.

0

upfront license

Shared-savings pricing on recovered dollars only. No seat fees, no implementation invoices, no licensing surprise.

Built with Empromptu

Where we recover dollars

D

Denied-claim recovery

Past-due denials worked by managed loop, not by your team.

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F

Freight invoice audit

Managed recovery on overcharges your team doesn't chase.

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R

Royalty discrepancy

Statement-vs-source recovery on DSP data.

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3

340B capture reconciliation

Multi-TPA gaps closed; recovered claims surfaced for confirmation.

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C

Change-order leakage

Work-not-billed surfaced across schedule + cost + RFI logs.

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C

Contract-rate audit

Vendor over-billing recovered against your contracted rates.

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How the recovery loop runs

Managed infrastructure that watches your data, surfaces the leaks, and reports what came back. No software change for your team; no upfront license; no surprise overage.

Read your data, write nothing

Read-only access to the system that holds the dollars in question. We watch; we don't write back until your team promotes a recovery.

Surface what's recoverable

Pattern-match across your data to identify the leakage your team doesn't have bandwidth to chase down manually.

Run the appeal or audit

Managed loop handles the work — invoice disputes, claim appeals, statement reconciliation — and tracks recoveries through resolution.

Report monthly

Recovered dollars surface in your monthly reconciliation report. Operations team sees what came back, not how the system works.

Priced on what we recover

Shared-savings model — you don't pay until dollars show up in your account. No upfront license, no per-seat fees.

Managed recovery, priced on shared savings

Empromptu runs the recovery loop on your data as managed infrastructure. We watch the same data your team works with, surface the recoveries, and report what came back monthly. Pricing is a percentage of recovered dollars — you don't pay until we recover. Your team doesn't change workflows. Your software stack doesn't change. The leaks just stop being fixed cost.

Ship enterprise AI in 30 days.
No AI team required.

Most teams: 6–12 months, 3–5 AI engineers. With Empromptu:
DiscoveryDay 03
Build AI featureDay 310Working AI
Testing & evalsDay 815
Guardrails & complianceDay 1225
Enterprise deploymentDay 2030Enterprise AI
RefinementDay 2435
Zero AI engineers hired. Zero vendor lock-in.
Not a prototype — enterprise AI
SOC 2 + HIPAA from day one
Your team stays focused on your product

Walk the numbers with a Founder

25-min call. Come with one number you'd like to recover and the data source that holds it. We'll show you how the recovery loop runs on that data and what comparable operations have recovered in the first 90 days.

30-day onboardingDedicated engineer availableSOC 2 certified

From kickoff to production AI in 30 days. No AI team required.