Say hi to us at
AWS ReinventTransforming Complex AI Visions into Scalable Realities
Propel: The Deep-Tech Partner for AI, Simulation & Robotics
Transforming Complex AI Visions into Scalable Realities
Propel: The Deep-Tech Partner for AI, Simulation & Robotics
What we do
Propel is your technical co-founder for everything after the demo. We help deep-tech and industrial teams turn fragile prototypes into robust, revenue-generating AI systems—designing the architecture, building the models and simulation engines, hardening the infrastructure on AWS, and wiring it all to the KPIs and unit economics your investors care about. From data strategy and labeling to MLOps, simulation, and production-grade integrations with your hardware and workflows, we de-risk the path from “it works once” to “it works at scale, in the wild.” If you're serious about shipping AI that customers trust and investors back, Propel is the partner that gets you there. Contact us
What we do
We clarify what to build, why it matters for the business, then we actually build it to production level quality. We're co-creators in strategy because great engineering depends on it — and collaborators in execution because strategy only matters if it ships.
AI-Driven Simulation and Modeling
We use advanced AI to create highly realistic simulations for mining and other complex environments. Basically, we help companies model scenarios before they ever deploy resources.
Scalable Cloud Integration and MLOps
Propel helps clients integrate their AI models into AWS infrastructure seamlessly. This is all about making machine learning operations scalable and efficient in the cloud, which is a big draw for the re:Invent audience.
Custom Robotics and Automation Solutions
We develop or integrate robotic systems that work in tandem with AI to solve unique industry problems—from mining automation to other deep-tech applications.
Generative AI for Technical, High-Stakes Workflows
We build enterprise-grade GenAI systems grounded in engineering physics, simulation, and real operational data. Propel helps teams automate technical workflows, create domain-specific copilots, extract knowledge from messy documents, and deploy secure, AWS-native GenAI infrastructure that actually works in complex environments.
Investor-Readiness and Post-Series A Scaling
We help startups not just build tech, but also get their infrastructure and processes in shape for serious investors. In other words, we make sure that technology is rock-solid and scalable, with reduced technical debt, so that startups are truly ready to impress investors and move confidently into their next growth phase.
Book a 30-min working session to stress-test your roadmap
Book NowBook a 30-min working session to stress-test your roadmap
Book NowProblems we love
We lean into messy high uncertainty domains where off the shelf AI doesn't cut it and systems/first principles thinking really matters.
Real World Simulation for Orebody Images
We build vision systems ingesting images, video, LiDAR, or multispectral data — performing denoising, segmentation, detection, tracking
CHECK OUTSimulation for Precision Drilling
A dynamic planning engine that reduces cost and improves recovery
CHECK OUTGenerative AI + RAG Clinical Trial Optimizer & Protocol Controller
Design smarter protocols, execute with fewer deviations, and keep every decision grounded in real regulatory and trial data.
CHECK OUT
Work with Propel
Propel's expertise, experiences, and obsessions
industries
Mine-tech
Aerospace Engineering
Med-tech
TECHNOLOGIES
Computer Vision
Generative AI
AI Powered Simulation
Machine Learning
Predictive Analytics
Work with Propel
Propel's expertise, experiences, and obsessions
industries
Mine-tech
Aerospace Engineering
Med-tech
TECHNOLOGIES
Computer Vision
Generative AI
AI Powered Simulation
Machine Learning
Predictive Analytics
