A greenfield MVP for scientific computing on the cloud.
Positron Networks, a funded stealth startup, needed a high-performance scientific computing and machine learning platform built from nothing to beta on an investor timeline. We supplied the team, the cloud and the delivery discipline to get there.
From zero to beta, with the ground shifting underneath.
Positron specializes in scientific computing and machine learning cloud infrastructure. They had funding, a vision and a deadline: an MVP strong enough to secure further investment and carry a successful beta launch. What they needed was a partner with depth in modern software development and DevOps who could move at startup speed.
The platform had to integrate machine-learning models, scientific computing algorithms and cloud infrastructure into one seamless user experience, and it had to be scalable from day one with continuous delivery of new features.
Our UI/UX, software development, DevOps and quality assurance teams worked alongside Positron to execute a full product development strategy from the ground up.
Speed, complexity and scale, all non-negotiable.
Accelerating time to market
The MVP had to land on a tight schedule to secure additional investor interest and support.
Complexity of the platform
Seamless integration of ML models, scientific computing algorithms and cloud infrastructure demanded expertise across several domains at once.
Scalable from day one
Robust infrastructure and continuous delivery had to be in place before the first users arrived, not after.
Agile delivery on a multi-cloud foundation.
Agile development process
Complex requirements were broken into manageable sprints, keeping the MVP on schedule while maintaining high-quality code.
Custom multi-cloud infrastructure
A scalable cloud architecture on AWS that pivoted mid-project to also run workloads on the Massachusetts Open Cloud. Full infrastructure as code across AWS EKS, IAM, S3, RDS and Red Hat OpenShift delivered a multi-cloud solution that kept pace with evolving startup requirements.
DevOps automation
CI/CD pipelines automating testing, integration and deployment, cutting the time to ship new features and letting Positron respond quickly to customer feedback.
Full-stack product build
A React and Node.js SaaS interface and backend over Python-based scientific computing workloads, orchestrated on Kubernetes and OpenShift.
Launched on time, funded for what comes next.
MVP delivered on schedule
A high-performance scientific computing and ML platform developed and launched on the timeline the business required.
Investor confidence secured
The launch supported Positron’s fundraising and prepared the company for future growth.
Multi-cloud from the start
Infrastructure as code across AWS and OpenShift, ready to scale with demand.
Rapid iteration
Automated pipelines shortened the path from customer feedback to shipped feature.
“Working with Collinear Group was instrumental in helping us bring Project Robbie to life. Their expertise in software development and cloud infrastructure allowed us to navigate complex challenges and stay on track for our MVP launch. Their support gave us the confidence to move forward, knowing we had a solid foundation for growth and scalability.”
Bring us the architecture and the deadline. We will tell you plainly what it takes to get there.