Case Studies.

Selected engagements demonstrating how we deliver AI, software, and infrastructure at production scale.

Lazyleaf Product

BidClever AI

A full-stack AI procurement platform with ~2 million tenders processed in production.

BidClever AI is a procurement intelligence platform designed, built, and operated by the Lazyleaf engineering team. The platform's database holds approximately 2 million tender records sourced from government procurement portals across the United States, European Union, United Kingdom, and Canada.

What we built

AI & Data Engineering

Semantic scoring engine, document vectorisation, AI assistant for tender interpretation.

Software Engineering

Full SaaS application: React/Next.js, Node.js API, PostgreSQL and vector database.

Cloud & Infrastructure

Complete AWS environment with data pipelines, AI compute, CI/CD, and monitoring.

~2M

Tenders ingested, documented, and vectorised

10x

Increase in relevant opportunity discovery

80%

Reduction in research time vs. manual

Services delivered

AI/MLData EngineeringFull-StackCloud ArchitectureDevOpsBrandUX/UI

Client Engagement

BrainChip Inc.

ASX: BRN, OTCQX: BRCHF

From 100,000 models to a qualified shortlist in a single automated pass.

A multi-year AI, engineering, brand, web, and video engagement for a publicly listed semiconductor company specialising in neuromorphic AI hardware. Their Akida processor delivers artificial intelligence at the edge with ultra-low power consumption.

Delivery areas

Strategy & Positioning

Brand Identity

Website Redesign

SEO

Video Production

AI Discovery

Read the full case study

100K+

ML models evaluated in a single automated pass

52x

Improvement in ML model discovery rate

489%

Increase in website page views

450%

Increase in unique website visitors

500K+

YouTube video views

Client Engagement

Axon Enterprise

First Responders Network

Go-to-market strategy and digital launch for a first responder streaming platform.

Lazyleaf delivered the go-to-market strategy, brand positioning, and digital launch for a streaming platform built for first responders. The engagement covered brand identity, website design, digital marketing, and social media strategy to drive awareness and adoption in a specialised market.

Delivery areas

Brand & Strategy

Website Design

Digital Marketing

Social Media

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2,200%

Increase in social following

Services delivered

Brand & StrategyWebsite DesignDigital Marketing

Engineering Pattern Note

UiPath

NYSE: PATH

Diagnostic and risk-anticipation systems at platform scale.

A pattern note on work delivered by Lazyleaf CTO Bogdan Codreanu during his employment at UiPath. This documents diagnostic and risk-anticipation systems built at platform scale, published as an engineering pattern reference rather than a client case study.

Focus areas

Engineering Pattern

Software Engineering

AI

Platform Scale

Read the pattern note

Context

This is an engineering pattern reference documenting systems-level work at UiPath. It demonstrates the diagnostic and risk-anticipation engineering patterns that inform Lazyleaf's approach to production systems.

Tags

Engineering PatternSoftware EngineeringAI

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