High-Performance Database Tuning, Cloud & AI Engineering
We help growth-stage and enterprise organizations optimize mission-critical databases, architect secure AWS cloud infrastructure, and build custom AI solutions.
Built for Scale, Reliability & Speed
From microsecond query optimization to fault-tolerant AWS cloud deployments and custom LLMs.
Enterprise Databases
Deep-level query acceleration, indexing, clustering, and zero-downtime database migrations across SQL & NoSQL platforms.
Learn Database Engineering →AWS Cloud Architecture
Architecting resilient, containerized (EKS/ECS), and serverless AWS infrastructures with encryption, least-privilege access, and compliance-aware design built in from the start.
Explore Cloud Architecture →AI & Machine Learning
AWS Bedrock architectures, fine-tuned and quantized small language models, vector embeddings, and agentic workflow automation — proven in our own production SaaS products.
Discover AI Engineering →Custom Software Dev
High-throughput microservices, API engineering, and scalable enterprise applications crafted with modern tech stacks.
Explore App Development →Beyond consulting, we build production software ourselves — including OAUTH2Relay — and serve as technology partners at Aletheia Systems (identity verification) and Eagna-Smart (AI-powered SaaS).
Latest Insights
Practical lessons from putting AI, databases and cloud infrastructure into production.
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What Is an MCP Server? Give AI Agents Validated Tools, Not Guesses
What an MCP server is, why it has become the standard way to give AI agents tools, and what we learned building one for address validation.
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Setting AI Confidence Thresholds from the Cost of an Error: Lessons from Cerberus ID
How Cerberus ID turns a fraud score into approve, check and reject zones, and how calibrating against 10,806 real registrations raised auto-approval precision to 99.5% with…
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How Our Spam Filter Decides Over 78% of Messages Before Calling an LLM
SPAM Escudo filters contact-form spam in five stages, with the LLM last. Every LLM verdict teaches the cheap stages to catch more, and a weekly AI-assisted…
Ready to Accelerate Your Infrastructure?
Book a technical consultation with our principal database and cloud architects. We audit your existing architecture and deliver actionable performance bottlenecks within 48 hours.
Request Infrastructure Audit →