AI in the Actual World.
We don't generate images; we generate business value. With 20+ years of engineering experience, we filter the noise and build strategic AI prototypes that actually work.
The Hype Filter
The AI landscape is flooded with demos that don't scale. We differentiate signal from noise to protect your roadmap and your budget.
Pragmatism First
We reject "AI for AI's sake." If a regex solves it better than an LLM, we use the regex. We focus on the right tool for the job.
Rapid Prototyping
Move from whiteboard to working code in days, not months. We test viability quickly before you commit significant capital.
Security & Governance
We build enterprise-grade architectures that respect data privacy, compliance requirements, and security best practices.
AI in the Actual World: Our Impact
From legacy preservation to local intelligence, we build the systems that bridge the gap between hype and ROI.
Privacy-First Intelligence
We built a fully local, secure automation pipeline for a technology SMB to process and document entire codebases. Using n8n to orchestrate local LLMs, we transformed raw code into a searchable, interactive knowledge base without any proprietary data leaving the client's infrastructure.
Data Leakage & 30% faster dev onboarding
Multimodal Synthesis
We engineered an end-to-end multimodal pipeline for LilyList that transforms disparate user inputs - recipes, interviews, and reflections - into custom-scored, emotionally resonant "trailer" videos.
of bespoke videos produced with zero manual editing
Monetized Legacy
A professional basketball team wanted to leverage the cultural legacy of a deceased franchise icon to connect with younger fans. We built a specialized Persona Engine on AWS that drove a significant uptick in merchandise sales and fan engagement.
Higher Engagement and direct uptick in merch sales
High-Fidelity Compliance
We reduced manual document review time by 85% using a custom RAG pipeline. This system replaced a bottleneck of 12 junior analysts with an intelligent, citation-based document processing engine.
reduction in manual review time with 99.5% accuracy
Decoded Sentiment
After a significant reduction in force (RIF), we deployed an AI-enhanced visual reflection tool to help leaders process their own transition. By using AI to identify themes within visual mosaics, we turned abstract emotions into a structured roadmap for organizational recovery.
Roadmap for organizational recovery via non-verbal data
Hybrid Logistics
Predictive modeling for last-mile delivery that reduced fuel costs by 12%. We combined historical traffic data with real-time constraints to optimize fleet dispatch.
Fuel Savings and $200k in annual cost reduction
Our Philosophy
We believe in Hybrid Intelligence and Data Sovereignty. Our approach is grounded in the reality of enterprise requirements, not just the capability of the latest model.
Hybrid Intelligence
The best AI solutions often involve 'Hybrid Intelligence'—using LLMs to parse unstructured data and traditional algorithms to solve the math.
Data Sovereignty
High-end AI doesn't require the cloud. With the right orchestration, local models can provide enterprise-grade intelligence with absolute data sovereignty.
The Three Cs: Why Experience Matters More in the Era of AI
Coding tools have become fast, but they haven't become wise. Success now depends on three human qualities: Compassion, Creativity, and Competence.
Read the full perspective