The Hype vs Reality.
Everyone is "doing AI". Few are getting ROI. Chatbots are cool, but autonomous workflows are where the profit margin is.
Manual Drudgery
Highly paid staff copying data from emails to spreadsheets. It's a waste of human potential.
Inconsistent Quality
Humans get tired. They make typos. They forget steps. Machines follow instructions perfectly, 24/7.
Uncontrolled Costs
Implementing AI without safeguards leads to runaway token costs and expensive hallucinations.
Data Silos
Your data is locked in PDFs and emails where traditional software can't read it.
Pragmatic AI.
Embedded Workflows
We don't build chat interfaces. We build background processes that ingest data, reason about it, and trigger actions in your API.
Human-in-the-Loop
AI should propose, Humans should dispose. We build review interfaces so humans can approve high-stakes AI decisions.
Cost Control
Model routing (using cheaper models for simple tasks), caching, and strict token limits to ensure positive unit economics.
What We Build.
Intelligent Document Processing
Extracting structured data from invoices, contracts, and resumes automatically.
Customer Support Routing
Classifying inbound tickets and drafting responses for agent approval.
Content Generation Pipelines
SEO-optimized programmatic pages generated from structured data sources.
Why This Works.
Unit EconomicsAutomation isn't just about speed; it's about scalability. You can't scale a process that relies on humans copying and pasting data.
By focusing on specific, narrow tasks rather than "General AI", we achieve high reliability and immediate business value.
Ready to build
real systems?
Book a discovery call. If we're a fit, we'll start your free Proof of Concept immediately.
Next.js • React • Node.js • Python • AWS • AZURE • Vercel