Buoyant
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About Us

Founded by Lucas Sargent, Buoyant Systems transforms technical vision into acquired reality. We aren't just consultants; we are fractional co-founders who build resilient, scalable AI foundations. From the first line of code to the exit strategy, we deliver high-velocity engineering and strategic clarity.

Our track record is built on successfully launching AI companies, creating ISO-certified platforms from scratch, and guiding teams to acquisition. We believe in low-process, high-communication environments where technology serves the business—not the other way around.

Our Services

We bridge the gap between executive strategy and hands-on execution. Engage us to lead, build, or uplift your capability.

Fractional CTO

Strategic leadership to navigate from zero to one. We define the technology roadmap, recruit your founding engineering team, and architect for scale and security from day one.

AI Strategy & Governance

Pragmatic AI adoption that cuts through the hype. We implement secure, high-impact AI solutions (including RAG and semantic analysis) that solve actual business problems while managing data risk.

Principal Engineering

Senior-level hands-on engineering. We handle the complex, foundational work—building novel architectures, GPU-optimized pipelines, and shipping production-grade code that your team can build upon.

Team Uplift

Culture as code. We mentor your engineers, instill best practices in CI/CD and cloud-native infrastructure, and foster a high-communication environment that accelerates delivery.

Case Studies

Real-world experience, from co-founding startups to modernizing enterprise stacks.

Real-Time Voice AI SaaS Platform

Engagement: Co-founder & CTO at Quarterzip

The Challenge

To build a B2B SaaS platform for embeddable, conversational voice agents from scratch, requiring ISO-certified infrastructure and real-time latency capabilities.

The Solution

Architected the entire tech stack and CI/CD pipelines enabling multiple daily deployments. Recruited the founding team and established a high-velocity engineering culture.

ISO-Certified Real-Time AI CI/CD SaaS

Generative AI Security Platform

Engagement: Co-founder & CTO at Redactive (Acquired by RecordPoint)

The Challenge

To create a novel Generative AI security product with robust data governance, capable of attracting early customers and securing a successful exit.

The Solution

Invented a "permissioned-RAG" architecture to enforce access controls at retrieval level. Led the technical vision and team growth from inception to acquisition.

Acquired Permissioned RAG Data Governance GenAI

Anomaly Detection in Finance

Technical Lead @ Global Tech Giant

Designed and built an exemplar system for detecting anomalies in high-volume data streams (10k+ points/sec) using predictive ML models.

GCP Dataflow TFX Kubernetes

Automated Licence Plate Recognition

Technical Lead @ Infrastructure Leader

Refined problem statements and established MLOps foundations for a large-scale ALPR system, managing complex stakeholder requirements.

Sagemaker Step Functions Docker

GRC Platform Modernisation

Technical Lead @ Stealth Startup

Migrated a traditional CRUD architecture to a high-performance analytical time-series engine, significantly reducing costs and accelerating risk algorithms.

Azure Data Explorer Time Series

Edge Video Analytics

Lead Architect @ Telematics Provider

Architected a modular, config-driven system for combined edge-to-cloud DVR and ML-on-the-edge use cases.

AWS Greengrass IoT Lambda

Satellite Imagery Super-Resolution

R&D Lead @ National Industry Body

Award-winning research (Maxar) developing custom neural networks (UNet, SRGAN) to extract higher spatial resolution from satellite imagery.

TensorFlow/Keras CUDA Deep Learning

Spark Platform Uplift

Lead Engineer @ Major Telecoms Provider

Optimized a bespoke Spark-based ML platform, increasing throughput and implementing lifecycle rules that saved over AUD $100k annually.

Apache Spark Cost Optimization

MLOps Accelerator

Product Owner @ Leading Tech Consultancy

Led development of an internal tool using Pulumi to automate "zero-to-mlops" deployments across AWS, Azure, GCP, and Databricks.

Pulumi Multi-Cloud Python

ML Platform SaaS

Product Owner @ Leading Tech Consultancy

Managed a multi-tenant ML Platform ensuring client SLAs were met and achieving zero-downtime production deployments.

Kubernetes GitOps Istio