✦ AurvikAI — Results
AI in production. Measured outcomes. Real clients.
Every result here is from a system running in production — not a pilot, not a prototype, not a proof of concept.
We measure against the success metrics defined at the start of each engagement. These are those measurements. No vanity metrics. No cherry-picked demos. Systems running 24/7, measured against the outcomes we defined before writing a line of code.
Outcomes across AurvikAI practice areas.
Average reduction in process time — Core AI
Retrieval accuracy — RAG systems in production
Average containment rate — AI agent deployments
Average improvement — ML models vs. baseline
Detection accuracy — Computer vision systems
To measurable ROI — AurvikAI commitment
AurvikAI in production.
Not pilots. Not proofs of concept. Systems running in production, measured against the outcomes we defined at the start.
Clinical documentation AI — UK hospital group
Clinicians were spending 35% of each shift on documentation rather than patient care. AurvikAI built a generative AI system that drafts clinical notes from voice and structured data, reviewed and approved by the clinician in under 60 seconds.
saved per clinician per day
Healthcare AI
50 million patient records. One unified platform.
Patient data siloed across 200+ facilities with no unified view for clinical decision-making. AurvikAI built an enterprise data platform unifying patient records, clinical data, and operational systems — FHIR-compliant, HIPAA-certified, real-time. Clinical decision time reduced by 60%.
patient records unified across 200+ facilities
Healthcare data platform engagement
FHIR-compliant
Full HL7 FHIR R4 compliance for interoperability
Real-time ingestion
Sub-second data availability across all facilities
60% faster decisions
Clinical decision time reduced by unifying data access
HIPAA-certified
Full compliance with healthcare data protection requirements
RAG in production
95%+ retrieval accuracy across 10,000 regulatory documents.
The compliance team at a major European bank was manually reviewing regulatory documents across 12 jurisdictions. AurvikAI built a retrieval-augmented generation system grounded in the bank's complete regulatory library. Every answer comes with cited, auditable source references — not just a generated response, but a traceable chain from query to source document to synthesised answer.
Every answer is traceable to its source document. No hallucinations. No ungrounded claims.
Annual cost reduction
Retrieval accuracy
Computer vision quality inspection — processing 12 units per second at 99.2% defect detection accuracy. Defect escape rate reduced from 22% to 0.8%.
AI agents in production
74% containment rate. 2 million monthly interactions.
A global SaaS company's 200-person support team was handling 2M+ monthly customer interactions with a 4.2-hour average resolution time. AurvikAI built a multi-agent orchestration platform with specialised agents for billing, technical support, and account management. Tier-1 and tier-2 queries are resolved autonomously. Complex cases are escalated with full conversation context.
The support team went from firefighting to focusing exclusively on complex, high-value cases.
Containment rate
Resolution time for contained queries
“They told us upfront what our data could support and what it couldn't. Most AI vendors promise the world — AurvikAI told us the truth, then built a system that exceeded what they'd promised.”
CTO
“The RAG system pays for itself every month. Our compliance team went from drowning in documents to having instant, cited answers to any regulatory question across all twelve jurisdictions.”
Chief Compliance Officer
“We expected 50% containment. They delivered 74% — and the escalated cases arrive with complete context, so our team resolves them faster too. The whole support operation transformed.”
VP of Customer Experience
What production AI actually changes.
These are real operational transformations — measured against baselines established before development started.
Before AurvikAI
- Clinicians spending 35% of shifts on documentation
- 10,000+ regulatory documents reviewed manually per year
- 78% defect detection rate with 8-second manual inspection
- 12% of fleet miles running empty
- 4.2-hour average support resolution time
- Patient data siloed across 200+ facilities
After AurvikAI
- 3.5 hours saved per clinician per day
- €20M annual compliance cost reduction
- 99.2% defect detection at 12 units per second
- Empty miles reduced by 34% — £2M annual saving
- 74% containment rate — 8 min resolution for contained queries
- 50M+ records unified — clinical decision time reduced 60%
Watch
How we built a €20M compliance AI system in 90 days.
A detailed walkthrough of the regulatory compliance RAG system — from data audit through architecture through production deployment. How we achieved 95%+ retrieval accuracy across 10,000 documents in 12 jurisdictions.
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Every result on this page started with a 60-minute discovery call. No pitch. No proposal until we understand the problem, the data, and what success looks like.
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