Your data is the foundation of every AI advantage. We architect data infrastructure that turns your operational history into a proprietary asset no competitor can replicate.
In the age of AI, your proprietary data is your competitive advantage. A logistics company with five years of route optimization data can train AI models no new entrant can match. A manufacturer with sensor data across every production line can predict failures competitors cannot even detect. The moat is the data.
Every time you store data in a SaaS platform, you are giving away that advantage. Your customer insights, operational patterns, and institutional knowledge become trapped in someone else's database, subject to their terms, their pricing, and their AI training pipeline.
We build data architecture that turns your operational history into a proprietary asset. You own the database. You own the backups. You decide how your data feeds your AI models, and no one else gets access.
We chose PostgreSQL because it is the only database that natively supports AI vector operations, enterprise security, and zero licensing cost in one system.
Years of development
Compliant transactions
Open source
Licensing fees
Row-level security, encryption at rest and in transit, audit logging, and compliance with SOC2, HIPAA, and GDPR requirements.
Advanced query optimization, parallel query execution, and sophisticated indexing for sub-millisecond response times at scale.
Vector storage with pgvector for embeddings, full-text search, JSON support, and extensions that make AI integration seamless.
Every schema we design assumes AI will query it. Vector embeddings live alongside your relational data. Semantic search is a query away. Your data is structured to train, fine-tune, and power AI models from day one.
Where your data lives is a strategic decision, not a technical default. We architect for the residency requirements your business, your regulators, and your AI strategy demand.
AWS, GCP, or Azure. Deploy on your existing cloud accounts with full control over data residency, AI compute proximity, and cost optimization.
Keep proprietary data and AI models in your data center for regulatory compliance, security, or competitive advantage. We design for air-gapped and sovereign environments.
Sensitive data on-prem, AI compute in the cloud. We architect hybrid solutions that keep proprietary data under your control while scaling AI workloads as needed.
Everything you need to run your data infrastructure independently, train proprietary AI models, and compound your competitive advantage with no ongoing dependencies on us.
AI-optimized database schema with complete migration history, designed for both operational queries and AI model training.
Automated backups, point-in-time recovery, and disaster recovery procedures.
Performance dashboards, alerting, and query optimization recommendations.
Access controls, encryption configuration, and compliance documentation.
Documented procedures for vertical and horizontal scaling as you grow.
Complete documentation of every table, column, and relationship, structured so AI models can be trained against it.
Data import/export and transformation pipelines that keep your AI training data fresh and your integrations flowing.
Vector storage, embedding pipelines, and RAG-ready architecture that turns your proprietary data into AI-powered competitive advantage.
PostgreSQL is the only database that natively supports AI vector operations, enterprise-grade security, and zero licensing cost in one system. That means your proprietary data and your AI models live in the same infrastructure, with no additional vendor dependencies. It is battle-tested by Apple, Instagram, and Spotify, with 35+ years of development.
pgvector turns your database into an AI-native data store. It stores vector embeddings, the mathematical foundation of AI search, recommendations, and pattern recognition, alongside your operational data. The outcome: your AI models query the same database as your applications, eliminating data duplication and latency.
Every migration is an opportunity to restructure data for AI advantage. We handle migrations from MySQL, SQL Server, Oracle, MongoDB, and SaaS platform exports, and we redesign schemas during migration so your data is immediately queryable by AI models.
Data governance is foundational to AI trust. We implement encryption at rest and in transit, row-level security, comprehensive audit logging, and access controls. Every AI query against your data is logged and traceable, supporting SOC2, HIPAA, and GDPR compliance.
Your proprietary data is your most valuable asset, and our backup strategy reflects that. Automated daily backups, point-in-time recovery, and cross-region replication ensure your data moat is never at risk. You own all backup infrastructure and can restore independently.
Every engagement starts with a strategic assessment. We map your workflows, identify the highest-ROI automation opportunities, and show you exactly what the numbers look like.
Schedule a Strategic Assessment