AI Solutions & Automation
AI That Ships—Not AI That Demos
There's a wide gap between a chatbot demo and an AI feature you can trust in production. We build the second kind. From retrieval-augmented generation over your own documents to self-hosted models running on your own GPU, we've built the full pipeline—vectorization, embedding selection, retrieval tuning, and the guardrails that keep answers grounded. Whether the right answer is a pay-as-you-go hosted LLM or a private model behind your firewall, we help you choose deliberately and integrate it into the software your team already uses.
What We Build With AI
We've built AI into real products—not proofs of concept. Every capability below is something we've shipped and tuned against real documents, real users, and real accuracy requirements.
Deployment modes: self-hosted GPU & hosted LLM
Goal: AI inside the app you already use
Grounded answers—retrieval tuned to cite sources
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Why Work With Us on AI?
AI projects fail when they stay demos. We've done the unglamorous work—evaluation, retrieval tuning, and integration—that turns a model into a feature your business can rely on.
- Grounded RAG pipelines that cite their sources
- Self-hosted open models on your own GPU for data privacy
- Pay-as-you-go LLM integration when hosted is the right call
- Dense and sparse embedding strategies, tuned to your corpus
- Top-K and reranking tuned for accuracy, not vanity metrics
- Document extraction and OCR from PDFs and scanned forms
- Vector databases and knowledge systems (Qdrant and more)
- Model benchmarking across cost, latency, and accuracy
- Fine-tuning when it measurably improves results
- AI embedded directly into your existing application
- Guardrails and evaluation to keep outputs trustworthy
- Honest guidance on where AI helps—and where it doesn't
AI in Production
See how we've put AI to work—aggregating data, extracting from documents, and driving decisions inside real platforms.
Automating US-to-Canada Rescue Dog Import Compliance
Consolidated a rescue network's paperwork sprawl—JotForms, Google Docs, and Facebook threads—into one platform that gene...
Case Management Platform for County Government
A decade of hands-on technical leadership building and scaling a SaaS platform serving 250+ county government department...
Let's Solve Your Software Problem
We show up. On-site for discovery, kickoffs, training, and milestones—wherever the work takes us. No layers, no handoffs—just direct access to the engineers building your solution.
Proven Track Record
Organizations served across Texas and beyond
Integration Experience
APIs delivered across payment, inventory, and government systems
Years Experience
Enterprise software expertise our team brings to every project