Indona
AI Consulting  ·  Strategy to Production

Transform operations
with intelligent systems

We embed AI into Manufacturing, Insurance & Healthcare — building systems that generate measurable value, not just impressive demos.

Manufacturing
Insurance
Healthcare
Predictive Maintenance· Claims Automation· Clinical Decision Support· Fraud Detection· Quality Inspection· Patient Risk Scoring· Underwriting AI· OEE Analytics· Medical Imaging· Document Intelligence· Predictive Maintenance· Claims Automation· Clinical Decision Support· Fraud Detection· Quality Inspection· Patient Risk Scoring· Underwriting AI· OEE Analytics· Medical Imaging· Document Intelligence·
Value Creation

AI isn't a feature.
It's a value multiplier.

We identify where AI creates asymmetric returns — then build and deploy systems that capture that value for your business.

01

See what humans miss

AI processes thousands of data points per second — catching defects, fraud patterns, and clinical risks that manual review cannot.

400x faster anomaly detection
02

Compress time

Turn weeks of manual processing into minutes. Claims adjudication, quality reports, patient triage — all accelerated.

65% faster processing cycles
03

Predict, don't react

Shift from reactive firefighting to predictive intelligence — forecast equipment failures, patient risks, and fraud before they happen.

2-4 wk advance warning on failures
04

Unlock revenue

Better underwriting, reduced readmissions, optimized production — AI doesn't just save cost, it creates new revenue streams.

$2.4M avg. annual value per deployment
Deep Expertise

Three industries.
Zero generalization.

We go deep where AI delivers measurable ROI in months.

Manufacturing AI
01

Manufacturing

Predictive maintenance, OEE optimization, vision-based quality inspection, and production planning that reduce downtime 30-60%.

Predictive Maintenance OEE Analytics Quality Inspection Production Planning Energy Intelligence
Avg. downtime reduction 45%
Insurance AI
02

Insurance

Claims automation, fraud detection, underwriting intelligence, and risk scoring that slash processing costs 40-60% while lifting accuracy.

Claims Processing Fraud Detection Underwriting AI Churn Prediction Policy Intelligence
Avg. claims cost reduction 52%
Healthcare AI
03

Healthcare

Clinical decision support, medical imaging AI, patient risk stratification, and revenue cycle optimization for hospitals and health systems.

Clinical Decision Support Medical Imaging Risk Stratification Revenue Cycle EHR Intelligence
Avg. readmission reduction 35%
Our Process

Four phases.
Zero fluff.

A battle-tested methodology that takes you from idea to production AI.

1
Discovery
Week 1-2

Discover

We embed with your team — audit data, map pain points, and identify the highest-ROI AI opportunities specific to your operations.

AI Readiness Report Data Audit Prioritized Use Cases
2
Design
Week 3-6

Design & Prototype

Architect the solution, build a working prototype on your real data, and validate with stakeholders before committing to full build.

Architecture Working Prototype Stakeholder Sign-off
3
Build
Week 6-14

Build & Deploy

Agile sprints with weekly demos. Production-grade AI integrated into your ERP, EHR, or claims platform — not isolated toys.

Production Code Integration Go-Live
4
Scale
Ongoing

Optimize & Scale

Monitor model performance, retrain on new data, and expand to the next high-impact use case. Continuous improvement baked in.

Dashboard Retraining Expansion Plan
Proven Impact

Results, not promises.

Real systems deployed in production environments.

Predictive Maintenance
Manufacturing

Predictive Maintenance

ML models analyzing vibration, temperature, and acoustic data to predict equipment failures 2-4 weeks in advance.

45% reduction in unplanned downtime
Vision Quality
Manufacturing

Vision Quality Control

Computer vision inspecting products on production lines at 10x human speed with 99.2% accuracy.

99.2% defect detection accuracy
Claims AI
Insurance

Intelligent Claims

NLP + CV pipeline auto-extracting claim data, validating against policy terms, and flagging anomalies for review.

65% faster claims settlement
Fraud Detection
Insurance

Fraud Detection Engine

Graph neural networks analyzing claim patterns and provider networks to detect fraud rings in real-time.

3.2x improvement in fraud catch rate
Medical Imaging
Healthcare

Medical Imaging AI

Deep learning analyzing X-rays, CT scans, and MRIs to assist radiologists with early anomaly detection.

94% diagnostic accuracy on screening
Patient Risk
Healthcare

Patient Risk Scoring

ML models analyzing EHR data to predict readmission risk and optimal care pathways for each patient.

35% reduction in hospital readmissions
End-to-End Delivery

Transparent at every step.

Milestone-driven delivery. You always know where we are.

01

AI Audit Call

Free 30-min session to identify quick wins.

02

Scoping

Metrics, data needs, integration points.

03

Data Setup

Pipelines, quality checks, features.

04

Prototype

Working POC on your real data.

05

Model Dev

Train, validate, benchmark, A/B test.

06

Iterate

Weekly sprints with stakeholder demos.

07

Deploy

CI/CD, monitoring, production-grade.

08

Managed Ops

Ongoing optimization & scaling.

Why Indona

Not your typical
consulting firm.

We Ship Code

No 200-page decks. Production AI systems that run 24/7 in your operations.

Domain Experts

We've worked inside plants, hospitals, and insurance ops. We speak your language.

10x Faster

Pre-built accelerators mean you start from 60%, not zero. Weeks, not months.

Integration First

ERP, EHR, claims platforms — we integrate on day one. No orphaned models.

Enterprise Security

SOC2-ready. Your data never leaves your infrastructure. Air-gap available.

Skin in the Game

Outcome-based pricing. We win when you win. Zero hourly billing.

Ready to operationalize AI?

Book a free 30-minute audit. We'll identify your top 3 high-impact use cases and map out exactly how to approach them.