Contained Technologies

How a funded startup achieved 3x ROI in Year 1 through AI-powered prototyping

Contained Technologies needed a working proof of concept — fast. We delivered a blockchain and AI-powered logistics platform in two weeks. The prototype worked. The relationship continued.

AI Rapid Prototyping Logistics & Supply Chain Funded Startup
3 ROI
major data source categories integrated
2 weeks
brief to working prototype
5
Clutch rating · verified review
Long-term
managed team engagement followed
Contained Technologies screenshot
Client Contained
Technologies
Service AI Rapid Prototyping
→ Managed Team
Sector B2B SaaS ·
Competitor Intelligence
Phases Logistics & Supply Chain
Prototyping Delivered 2 weeks
Outcome 3× ROI · Year 1
The Client

Contained Technologies is a UK-based logistics startup building transparency and compliance tools for supply chains.

At the time of engagement they had secured early funding and needed to validate a core product concept quickly enough to support their next fundraising round.

Project screenshot
Project screenshot
The situation

A strong hypothesis. No way to test it.

The founding team had a clear product vision: a logistics platform combining blockchain-based chain of custody, real-time tracking, and HMRC integration. The concept was credible. The problem was time and risk.

Without internal development capability, they faced a difficult choice — commit to a full build before proving the concept worked, or find a partner who could move fast and think clearly about what actually needed building first.

Investor timeline pressure

Investor timeline pressure

Needed a working demo before the next fundraising conversation.

AI cost risk

AI cost risk

Easy to over-engineer a prototype and burn runway on features that didn’t need to exist yet.

Partner risk

Partner risk

Needed someone who would advise honestly, not just execute whatever was asked.

WHAT WE DID

Two weeks. Working prototype.

We scoped and delivered a working AI-powered prototype in two weeks. We advised on architecture trade-offs throughout — steering away from unnecessary complexity and towards a scope that would demonstrate core value without over-building.

1

Blockchain-based chain of custody tracking

3

HMRC API integration for compliance data

2

Real-time logistics transparency dashboard

4

AI layer for anomaly detection and automated reporting

The OUTCOME

Proof of concept. Then the real thing.

3 x ROI

achieved in Year 1

The prototype gave the team a credible, investor-ready demonstration of the product concept. It accelerated their fundraising timeline and gave the business a foundation to build from — not a throwaway experiment.

The ongoing managed team engagement gave Contained Technologies technical capacity without the overhead of hiring, with a team that already understood the product, the architecture, and the business context from day one.

The Signal

What started as “can we classify competitor signals from a single email inbox?” became a robust multi-source intelligence platform, signed off and ready for subscribers. The proof of concept model works because the risk is front-loaded. By the time the full build starts, there are no architecture surprises.

Techstack

Core Technology Stack & Architecture

Hosting

AWS

Backend

Python (Flask)

Frontend

React Typescript

Architecture

AWS LAMBDA

Email & Notifications

AWS Simple Email Service

Version control

Github

CI/CD

Github actions aws simplify

AI & Data Processing

Code Generation

Anthropic Claude-Sonnet

Agent Processing

OpenAI GPT-4o-mini

Hybrid RAG

OpenAI o1-mini

LLM Framework

LangChain

ESG Chatbot

Langgraph

“Offshorly gave us something we could actually show investors. They moved fast, told us what was realistic, and the team they put together understood what we were trying to build.”

GET STARTED

Tell us what you’re building.

Whether it’s a quick question or a detailed brief — we’d love to hear about it. We’ll respond within one business day with an honest, no-obligation reply.

  • No sales pressure or lengthy process
  • Response within one business day
  • Honest assessment of whether we’re the right fit
  • Fixed pricing, no hidden costs
  • 10+ years of trusted delivery
No sales pressure.
No lengthy process.
Just an honest conversation about whether we’re a good fit.








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