Case studies
These systems were built, tested, and documented by Altus Initiatives as part of our technical development process. Each one represents a real system architecture solving a real operational problem — the same systems we build for clients. Full documentation, architecture diagrams, and design rationale are included in each case study.
3 seconds
Make.com · AI Workflow Automation
Every inbound lead classified, routed, and responded to automatically — replacing a manual process that took 5–10 minutes per lead.
Part-time role recovered
n8n · AI Agent Implementation
Client inquiries answered, resolved, or escalated with full context — automatically, in seconds, with confidence-gated escalation.
Zero vendor dependency
FastAPI + Make.com · AI Agent Implementation
A fully operational AI assistant on live business data — with multi-provider architecture that eliminates lock-in from day one.
Grounded, not guessed
LangGraph + FastAPI · AI Agent Implementation
Answers from your actual documentation — with deterministic calculations and a human-in-the-loop approval gate on consequential actions.
One data bridge
Python MCP SDK + n8n · AI Agent Implementation
A universal bridge giving every AI tool you use accurate, real-time access to your live business data — built once, connected to anything.
Sourcing on autopilot
Google Cloud Run (Python) · AI Agent Implementation
Sources, qualifies, and writes real-estate prospects straight to the CRM — four sources swept, qualification enforced in code, at cents per run.
The same systems documented here are the ones we build for clients. The first step is a 30-minute conversation — no pitch, no commitment.
Book a discovery callWant to understand the approach first? Why AI automation →