Here Be Dragons – Services
We do AI research, development, and product engineering — from early-stage prototypes to production systems. Custom AI agents, scalable APIs, and advanced data processing pipelines for startups and enterprises.
Core Service Areas
Identity & Entity Resolution
- •APIs for identity cross-resolution, deduplication, and matching
- •Deterministic, probabilistic, and hybrid algorithms for high-accuracy matching
- •Handles edge cases like twins, name changes, and missing demographic data
- •Designed for government, healthcare, and enterprise-scale datasets
- •Secure architecture with encryption, audit logging, and compliance readiness (SOC 2, HIPAA, etc.)
Custom AI Agents
- •Autonomous agents for back-office ops, voice workflows, trading systems, and content pipelines
- •Multi-agent orchestration with LLMs, vector databases, RAG, and custom tool integrations
- •Frontier APIs, open-weight self-hosted models, or classical ML — matched to the problem
API Development & Integration
- •Design and implementation of enterprise-grade REST APIs
- •Focus on scalability, observability, and developer experience
- •Integration with customer CRMs, government systems, and external data providers
Data Engineering & Workflow Automation
- •ETL pipelines for ingesting and transforming large datasets
- •Streaming architectures for real-time decisioning
- •Data quality monitoring, deduplication, and lineage tracking
Specialized Services
Why Work With Us
- •We work directly with founders and leadership — no account managers, no layers
- •15+ years shipping production systems for startups and enterprises
- •Every project builds toward production — we don't ship demos
- •Full model stack: frontier APIs, open-weight self-hosted, classical ML, or hybrid approaches