AI that understands
your domain.
Domain expertise is what separates a model that works in theory from one that works in the field. Three years of focused delivery across seven verticals means we bring context, not just code.
Clinical and Medical AI
HIPAA-compliant AI for hospital systems, diagnostic labs, and health technology companies. We extract structured insight from unstructured clinical data, build patient outcome prediction models, and deploy medical imaging systems that meet the accuracy requirements of clinical environments.
- Medical imaging analysis for X-ray, MRI, and CT scans
- Clinical NLP and EHR structuring at scale
- Patient risk stratification and readmission prediction
- Drug discovery acceleration using ML
- No-show prediction and scheduling optimization
Fintech and Banking AI
Production machine learning for fraud detection, credit risk modeling, and AML compliance. We build systems where a false positive costs real money and a false negative costs real trust, with SHAP-based explainability for every model decision that touches a regulated process.
- Real-time transaction fraud detection at sub-50ms latency
- Credit scoring and underwriting ML with bias testing
- AML transaction monitoring and alert optimization
- Customer churn and lifetime value modeling
- Earnings call NLP and investment research automation
PropTech Intelligence
Data-driven property intelligence for developers, portals, and investment firms where pricing accuracy directly affects capital allocation decisions. We combine structured listing data, satellite imagery, and transaction history into valuation models that outperform manual appraisal at scale.
- Automated property valuation with uncertainty quantification
- Rental demand forecasting by neighborhood and property type
- Lead scoring and propensity modeling for brokers
- Visual property search using computer vision
- Market trend analysis and investment signal generation
Retail and Commerce AI
Personalization engines, inventory intelligence, and customer behavior modeling for retailers and marketplaces that need revenue impact, not just engagement metrics. We build recommendation systems that survive A/B testing and demand forecasting models that reduce inventory carrying costs in practice.
- Two-tower deep learning recommendation engines
- Visual search and product similarity at scale
- Inventory optimization and replenishment ML
- Review sentiment analysis and topic extraction
- SKU-level demand forecasting with uncertainty bounds
EdTech Intelligence
Adaptive learning systems, dropout prediction, and student performance modeling for online and hybrid education platforms. We build AI that responds to each student's actual engagement pattern rather than delivering the same static content path regardless of behavior.
- Adaptive learning path generation by student profile
- Dropout and disengagement early warning systems
- Plagiarism and academic integrity detection AI
- AI-assisted curriculum and content generation
- Learning outcome forecasting for institutional planning
Travel and Hospitality AI
Revenue optimization and personalization systems for travel platforms, airlines, and hotel groups operating in demand-sensitive, price-elastic markets where the difference between a good model and a bad one shows up directly in yield.
- Dynamic pricing engines for flights, hotels, and packages
- Travel demand forecasting with seasonal adjustment
- Itinerary and destination recommendation AI
- Customer sentiment pipeline across review channels
- Operations and support automation with LLMs
Sports Analytics AI
Performance analytics, injury prevention modeling, and fan engagement systems for professional sports organizations that want to make decisions from data rather than intuition, whether the question is tactical, medical, or commercial.
- Athlete performance modeling and comparison systems
- Injury risk prediction from biometric and load data
- Fan engagement personalization AI
- Match outcome prediction and scenario modeling
- Video-based biomechanics and movement analysis
Your industry. Our expertise.
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