AI engineers who ship what works
We're an AI-first team with a decade of production engineering behind us. We build agent systems for small and mid-size businesses — and if something doesn't need AI, we'll tell you. Pragmatic by default, not by accident.
From software engineering to AI agents
Founded in San Diego
Started with a mission to build software that actually works — no bloated platforms, no vendor lock-in.
AI-first pivot
Began building intelligent agents and NLP systems after seeing how much time teams wasted on manual, repetitive processes.
Agentic retrieval
Launched our retrieval platform — agents that search knowledge bases, query databases, and pull from docs to answer questions instantly.
AI consulting for small business
Focused on building custom AI agent systems for small and mid-size businesses — helping teams automate repetitive work and connect their tools.
Meet the founders
Engineers who've built, shipped, and scaled — from AI agents to mobile apps to enterprise platforms.
David
Co-Founder · Principal AI/ML EngineerPh.D. in Machine Learning with 10+ years shipping production systems — from high-performance C++/CUDA pipelines to LLM-powered agents. Former software architect who has built and scaled AI products across startups and enterprise. Deep roots in computational genomics, where he designed ML models processing terabytes of sequencing data under strict accuracy and compliance requirements. Full-stack across Python, TypeScript, and cloud-native infrastructure. Brings the rare ability to own the entire stack from GPU kernel to pixel.
Eddie
Co-Founder · Sr. Staff Software Engineer12+ years in software engineering, including lead backend architect for clinical software platforms operating under HIPAA, SOC 2, and GxP. Deep enterprise expertise scaling distributed systems that process millions of data points daily. Full-stack mobile engineer across iOS and Android, with multiple apps shipped to production. Serial startup founder — has launched and operated multiple ventures from zero to revenue. Bridges the gap between engineering and regulated environments, making complex systems reliable and auditable.
What we do best
Deep expertise in AI agents, knowledge systems, and production integrations — all under one roof.
AI Agents & Automation
Custom agents for scheduling, invoicing, customer ops, compliance tracking, and more — trained on your processes. If it doesn't need agents, we don't use agents.
Agentic Retrieval
Agents that search knowledge bases, query databases, and pull from company docs — so your team gets answers in plain English, not SQL.
System Integration
Deep integration with CRMs, ERPs, databases, and SaaS tools — including OCR pipelines, file crawlers, messaging bots, and real-time event streaming.
Security & Data Privacy
Your data stays in your hands — hosted in dedicated cloud deployments you control, with a kill switch you own. LLM conversation histories are protected with zero-retention options. Metadata sharing is opt-in only. SOC 2, encryption, audit trails, HIPAA when you need it.
How we work
Outcome-first
We build for the people using it — your ops team, your staff, your customers. If it doesn't improve their day, we don't ship it.
Partnership
We embed with your team. Your domain experts plus our engineers equals better outcomes than either alone.
Production-grade
Every system we build is designed for real production load — uptime SLAs, monitoring, incident response included. You stay in control of your systems and your data.
Ready to take real work off your plate?
Book a free call. We'll map your workflows, find where time disappears, and tell you honestly what's worth automating — and what isn't. You talk to engineers, not salespeople.