"Let AI Run
Revenue Cycle Management."
The intelligent AI platform that connects hospitals, patients, and insurance companies — validating clinical documentation, improving coding accuracy, and maximising first-pass claim acceptance before a claim reaches the payer.
LARI by TIBRA AI
Coming Soon
Smarter Validation · Faster Claims · Higher Revenue
app.tibratech.com · LARI — Revenue Cycle
LARI AI — Analysing documentation against payer rules in real time
98.4% first-pass rate
Connect the Entire Healthcare
Ecosystem with One Click
LARI seamlessly connects hospitals, patients, and insurance companies into a single intelligent workflow — enabling faster, smarter, and more accurate claims processing from documentation to reimbursement.
Four pillars of intelligent revenue management.
LARI’s intelligence operates across four interlocking capabilities — each designed to catch errors before they become rejected claims.
Every piece of clinical documentation is analysed before a claim is submitted — ensuring completeness, consistency, and coding accuracy across the entire patient record.
- Validate clinical notes, investigations, procedures, medications, and service orders
- Ensure documentation completeness and coding consistency
- Analyse every clinical element for payer readiness before submission
LARI reduces the coding burden for physicians and coders by surfacing AI-assisted ICD and CPT recommendations — and flagging gaps before they reach the payer.
- AI-assisted ICD-10 diagnosis and CPT procedure validation
- Identify missing diagnoses and unsupported procedures
- Detect documentation gaps before claim submission
LARI analyses every clinical element for completeness, consistency, and payer readiness — across the full breadth of the clinical record.
- Clinical notes and SOAP notes
- Laboratory, radiology, and procedure orders
- Medication orders and ICD diagnoses
- CPT and procedure codes
LARI compares clinical documentation against insurance requirements — ensuring every claim meets policy, necessity, eligibility, and authorisation standards before submission.
- Policy compliance and medical necessity verification
- Coverage eligibility and coding accuracy checks
- Authorisation requirements and documentation sufficiency
Every clinical element.
Analysed before submission.
LARI’s AI engine scrutinises every layer of the clinical record — ensuring nothing is missing, inconsistent, or non-compliant when the claim reaches the payer.
Instead of identifying errors after rejection, LARI detects and resolves issues before the claim is generated — turning a reactive process into a proactive one.
Fix errors before they
become rejections.
Instead of identifying errors after submission, LARI detects and resolves issues before the claim is generated. Every inconsistency, documentation gap, and payer rule violation is flagged and corrected upstream — before the payer ever sees the claim.
LARI automatically detects coding inconsistencies, identifies missing clinical evidence, flags documentation gaps, verifies ICD/CPT relationships, checks payer-specific validation rules, and recommends corrections before submission.
Pass
Gap detected
Insufficient notes
Pass
Pass
Action required
Compliant
Confirmed
Verified
Confirmed
On file
Ready
Every claim checked
against every payer rule.
LARI compares clinical documentation against insurance requirements before submission — verifying policy compliance, medical necessity, coverage eligibility, coding accuracy, authorisation requirements, and clinical documentation sufficiency in real time.
No more claims returned for missing authorisation numbers, insufficient clinical rationale, or coding mismatches. LARI ensures every claim has the highest probability of success before it reaches the insurance company.
The outcomes that matter.
By combining AI-driven clinical intelligence with payer rule validation, LARI helps healthcare organisations achieve measurable financial results from day one.
Why LARi AI that empowers your
revenue cycle team.
“AI does not replace your revenue cycle team — it empowers them.”
LARI works alongside clinicians, coders, and revenue cycle professionals to ensure every claim submitted is clinically accurate, payer compliant, and optimised for successful reimbursement. Your team retains full control and clinical oversight at every step.
The result is a revenue cycle team that spends less time on rework and appeals, and more time on the strategic work that drives practice growth.
Smarter Validation. Faster Claims. Higher Revenue.
Stop losing revenue to
avoidable denials.
Join healthcare organisations already transforming their revenue cycle with TIBRA AI. Book a demo to see LARI’s clinical intelligence engine in action.