AI Systems That Actually Ship
We build and maintain highly secure, encrypted AI and automation systems to help your business earn more revenue, cut costs, and save time.
RAG platforms, churn insights, Customer 360, and real-time analytics—built to scale and audited to pass due diligence.
Services
What We Build
Outcome-first solutions designed for production workloads and enterprise compliance.
RAG Platforms
Enterprise search and compliance-ready retrieval systems that understand context and deliver accurate answers.
- Custom embedding models for domain-specific knowledge
- Multi-modal search (text, code, images)
- Audit trails and explainability for regulated industries
- On-premises or cloud deployment options
Churn Risk Insights
Predictive models that identify at-risk customers early, with clear explanations your team can act on.
- Real-time risk scoring and monitoring
- SHAP-based feature importance for transparency
- Automated alerting and intervention workflows
- Integration with CRM and support systems
Customer 360 Analytics
Unified data platforms that connect every touchpoint, powered by dbt, feature stores, and real-time pipelines.
- Event-driven architecture for real-time insights
- Feature store for ML model consistency
- Self-service analytics with governed data
- Incremental data quality checks with Great Expectations
Our Process
How We Work
A proven methodology that balances speed, quality, and collaboration.
Discover
We start with your business goals, constraints, and existing tech stack to design the right solution.
Design
Architecture reviews, proof-of-concepts, and detailed technical specifications before any production code.
Build
Agile sprints with continuous integration, automated testing, and regular stakeholder demos.
Operate
Monitoring, observability, and knowledge transfer to ensure your team can maintain and evolve the system.
Discover
We start with your business goals, constraints, and existing tech stack to design the right solution.
Design
Architecture reviews, proof-of-concepts, and detailed technical specifications before any production code.
Build
Agile sprints with continuous integration, automated testing, and regular stakeholder demos.
Operate
Monitoring, observability, and knowledge transfer to ensure your team can maintain and evolve the system.
Featured Work
Portfolio Projects
Real systems built with production-grade patterns and open-source tools.
CineRAG: Production RAG System
Built a Netflix-style movie recommendation engine using RAG, vector search, and semantic understanding. Delivers sub-50ms search across 9,742 movies with 1000+ QPS.
E-Commerce Analytics Platform
Open-source BI solution with Supabase, dbt, and Metabase. Zero licensing costs, fully containerized, with star schema dimensional modeling.
Featured Case Study
How we reduced churn by 35% with explainable ML
A SaaS company needed to understand why customers were leaving and intervene proactively. Our solution combined predictive modeling with SHAP explainability.
Read the case studyReady to build something great?
Book a 30-minute discovery call to discuss your project. No commitment, no sales pitch—just honest technical advice.