Business Systems
CRMs, dashboards, and internal tools that replace the spreadsheet chaos.
Software studio for growing companies
Custom software, AI, and Shopify apps for growing companies.
We build the systems your business actually needs — engineered to ship, not to demo.
AI that ships
We build AI that actually works in production
Not a chatbot demo — real document processing, intelligent automation, and retrieval systems your team relies on daily.
- Document ingestion & extraction
- Embeddings & vector search
- RAG pipelines with guardrails
- Workflow automation with LLMs
Selected work
Projects
Featured Advisory Firm Data Assessment
01
Advisory Firm Data Assessment
Finding out what the AI project actually was, before building it
Storefront Performance Investigation
02
Storefront Performance Investigation
Three days of intermittent 500s, traced to an undocumented platform ceiling
Reporting & Client Data Analysis at Scale
03
Reporting & Client Data Analysis at Scale
Dashboards over tens of millions of records, and LLM extraction with real guardrails
ViewForge
04
ViewForge
Shopify-native YMM & fitment search across 8 verticals
Evidence
Numbers from real engagements
Most of our clients cannot be named. The measurements can.
Tens of millions records under analysis Reporting platforms, confidential engagements
+60% data acquisition improvement LLM extraction with guardrails and variable precision
3,318ms → 474ms storefront time to first byte Measured across 50 page loads, before and after
1,953 client records profiled before any code Read-only CRM assessment at an advisory firm
Industries we have shipped software in since 2010
How it works
Our Process
Discovery
We learn your business, map the problem, and identify what software will actually move the needle.
Scope
Clear deliverables, timeline, and budget. No surprise invoices. You approve the plan before a line of code is written.
Build
Iterative development with weekly demos. You see real progress, not slide decks.
Launch
Production deployment, monitoring, and handoff. We stay available for support and iteration.
Ready?
Let's talk about your project
Tell us what you're building. We'll figure out how to make it happen.
No pitch deck, no sales process. 30 minutes to work out whether this is worth doing.