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Case Studies

Results from systems
running in production.

See how founders and teams used Agent Loopr to build products and solve technical challenges.

5 published case studies

SaaS Build

How Blue Nelumbo went from static CFA content to a fully gated, revenue-ready LMS

We architected their entire backend, turning a CFA prep concept into a fully operational learning platform

6moIdea to launch
1,000+Concurrent users
Agentic Tool

How Archaius Creative cut project quoting from 45 minutes to under 2

A guided estimator replaced a slow manual ritual, without giving up the numbers the business runs on.

<2minQuote time, down from 45 minutes
±10%Estimate accuracy vs. actual hours
Agentic Tool

How Ecogen Services replaced manual spreadsheet quoting with an automated tool

One client, two workstreams: a guided quoting tool, plus automation that routes third-party data straight onto the board they run on.

5×Faster quote generation
88%Reduction in calculation time
Automation

How Hot Inbox automated a high-volume lead pipeline

An n8n and agent stack takes every lead through inbound, enrichment, qualification, and routing on its own.

25,000+leads processed daily
<2%Bounce rate at full volume
Vibe Code Rescue

How Fianzza turned a Lovable-generated codebase into a platform built to handle real money

We took a Lovable-generated codebase to production, owning their Stripe setup and engineering the escrow system so the platform stays profitable per transaction.

$1.24MHeld in escrow across 312 deals
1.75%margin, after fees & chargebacks

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