Results We Built with Marblo
From client-system builds to in-house Marblo adoption and our own solo-dev workflow — see how our team's way of working actually accelerated results.
6 case studies
Law Firm A — RAG-based First-touch Consultation Agent
Challenge
Lawyers were handling 500+ monthly consultations directly. Repetitive simple questions consumed their time; complex cases got insufficient attention.
Solution
A Flask + GCP Cloud Run + OpenAI RAG chatbot deployed on the firm's internal system. Their case database was vectorized to automate first-touch responses. Our team ran PoC and settlement on Marblo to ship fast.
Results
Tech Stack
Medical Devices B — In-house Marblo Adoption for Ops Automation
Challenge
Sales, regulatory, and customer service document work was scattered. Each new product launch required rewriting the same materials from scratch.
Solution
Marblo adopted in-house. Sales proposals, regulatory docs, and FAQs each have a dedicated drafting agent; in-house PMs review and publish from the kanban board. Our team led 6-8 weeks of adoption consulting, training, and settlement.
Results
Tech Stack
Fashion E-commerce C — Product Ops & CS Automation System Build
Challenge
New product registration, detail pages, and CS responses were all manual. Seasonal launches forced overtime across the ops team.
Solution
A FastAPI + GCP + OpenAI/Claude automation pipeline built and delivered. Integrated with Cafe24/Shopify APIs; the LLM generates copy, SEO meta, and image tags. Ops only approves. Our team designed, built, and delivered in 5 weeks on Marblo.
Results
Tech Stack
Fintech D — 24/7 CS Agent Build
Challenge
Night and weekend responses delayed. Hiring more CS staff was costly. Simple lookups and FAQs consumed senior agent time.
Solution
A FastAPI + Claude API finance-specialized CS chatbot. Account lookups and FAQs handled automatically; complex inquiries escalate to the internal CRM. Audit logs, rollback paths, and compliance modules built in. Our team ran PoC on Marblo; production lives on the client's in-house infrastructure.
Results
Tech Stack
Solo Developer (self-case) — Full-stack in Parallel on Marblo
Challenge
A solo developer handling backend, frontend, tests, and docs alone. Single-model tools (Cursor, etc.) can't run things in parallel.
Solution
Marblo workspace running Claude (backend), GPT (frontend), Gemini (tests) concurrently. One sentence to the natural-language orchestrator decomposes work into tasks and routes them to 3 agents automatically. Progress visible on a single kanban board.
Results
Tech Stack
EdTech F — In-house Marblo for Course Content Pipeline
Challenge
Instructors had to personally produce scripts, quizzes, and materials. Launching a new course took 3-4 weeks.
Solution
Marblo adopted in-house for the content pipeline, operated directly by the course team. Outline, script, quizzes, and design guidance distributed across agents; saved as a reusable flow template. Our team led 4 weeks of adoption consulting and training.
Results
Tech Stack
Your case could be next
Start with a free half-day diagnostic workshop — we co-identify suitability and a priority PoC candidate.