Are inaccurate claims costing you lawsuits? Are your payouts too high — or too low? We help insurers and health plans fix the data, correct the payments, and stop the cases piling up.
Inaccurate claims data leads to wrong payments. Wrong payments lead to lawsuits. Lawsuits cost millions — and the cycle keeps accelerating. The margin for error is zero.
The disconnect between ambition and execution doesn't just stall projects — it produces inaccurate systems that pay wrong amounts, generate disputes, and expose your organization to litigation.
We build feedback loops against your production claims data and a disciplined iteration process that catches inaccuracies early and corrects them — fewer wrong payments, fewer disputes, fewer lawsuits, every cycle.
Battle-tested frameworks delivering measurable ROI in insurance, health services, and regulated enterprises — focused on claims accuracy, correct payments, and reducing litigation exposure.
End-to-end automation of First Notice of Fault (FNOF) with AI-powered data validation. Reduces processing time from weeks to minutes while ensuring every payment amount is accurate before release.
AI-powered validation of medical claims against procedure codes, provider history, and patient records. Catches incorrect coding, payment discrepancies, and compliance gaps before they become lawsuits — while maintaining full HIPAA compliance.
A simple, repeatable architecture that solves current problems first. Fast feedback loops against production data surface errors immediately. Every component is idempotent and easy to change — so your systems converge on accuracy with every iteration.
Know what's going on. Build the pipeline. Then iterate until the numbers converge. Three phases, no complexity for its own sake.
You can't fix what you can't see. We connect to your production systems and surface the data that shows where claims go wrong, payments drift, and errors compound.
We build a simple, repeatable pipeline to catch and correct inaccuracies — idempotent by design, easy to change, and wired to your live data.
Run the loop. Every cycle catches more errors, corrects more payments, and reduces your exposure. The system gets more accurate over time, not more complex.
Our implementations don't just modernize — they transform P&L statements. Organizations using our claims accuracy frameworks see fewer disputed payments, reduced litigation costs, and measurably lower loss ratios.
Increase payment accuracy to 99%+ through AI-powered data validation and cross-referencing
Straight-through processing for 90% of validated claims — correct payments faster, reducing operational overhead by 40%
Data integrity frameworks reducing manual compliance rework by 30% while enabling 9x faster deployment cycles
Every inaccurate payment is a potential lawsuit. Every data gap is money lost. Let's discuss how Tachyon Tech can fix your claims accuracy, correct your payments, and reduce your litigation exposure.