Company
Enterprise
Fast-track your AI development
Design, optimize, and deploy AI to a variety of edge devices—at scale.
machine learning Workflow
From lab to life, seamlessly.
With LEIP, you can bring your own data or model and quickly build powerful AI solutions.
Data Ingestion: LEIP allows you to ingest data specific to your business problem.
Model Selection: Choose the best model for your needs from 1,000 pre-tested model-hardware configurations.
Training & Evaluation: Quickly tune and validate pre-trained models to your dataset.
Model Compression: LEIP Optimize both quantizes and compiles your model for optimal performance on edge devices.
Hardware Compilation: With Forge, performance optimization using specific hardware optimization libraries for your target hardware during compilation is simpler and faster.
Secure: Apply watermarking, encryption, and version tracking to your model.
Monitor: Ensure optimal model performance with comprehensive model management tools and real-time diagnostics in the Latent Runtime Engine.
Update: Maintain model accuracy by fine-tuning to updated data and redeploying.
With Latent AI You Can
Revolutionize your business with cutting-edge AI.
Accelerate time to market
Reduce the time it takes to design, train, and deploy models on edge devices.
Enhance scalability
Streamline entire ML pipeline for speed, consistency, and scale.
Empower every developer
Enable AI newcomers and experts to design, optimize, and deploy secure models ultra-fast.
Improve performance and accuracy
Optimize models for diverse hardware and maximize performance without specialized hardware knowledge.
Amateur Sports: Edge AI enables real-time sports validation across 270,000 bowling lanes worldwide
Future of Sports (FSP) transforms competitive bowling through edge AI technology. FSP combines advanced sensors with AI-powered verification to ensure accuracy and trust in every role. Initially, FSP trained and refined edge models for a hub-and-spoke architecture that was difficult to scale. FSP needed a flexible architecture that removed barriers to sensor deployment across hundreds of thousands of bowling centers. To get there, FSP moved processing to edge devices and used LEIP Design to select the optimal hardware for their model. They then quantized and compiled their model for their target hardware using LEIP Optimize.
USE CASE
Real-world AI at the edge.
Edge AI is revolutionizing manufacturing by bringing the power of AI directly to the source of data generation.
Manufacturers can enhance production optimization, improve quality control, boost worker safety, and minimize downtime by analyzing data in real time at the edge. By moving AI processing from the cloud to the edge, they can take advantage of lower latency, increased privacy, and improved reliability.
Out-of-the-box edge AI solutions present a unique challenge to physical security teams. One major issue is false positives, which can be difficult to manage when teams lack control over the model. Another challenge is being constrained by legacy hardware.
Transitioning from traditional CCTV systems to true edge solutions can be particularly tough for teams that do not have a dedicated machine learning engineering staff. However, Latent AI tools now allow developers without extensive experience in machine learning to create production models quickly. Our experts are available to help customers design solutions tailored to their specific business challenges.
The recent rise in weather and geological catastrophes has prompted disaster management experts to look to AI for assistance in predicting, mitigating, and responding to natural disasters.
Geospatial data acts like a digital map, capturing details about natural and man-made features and tracking how those features change over time. Combined with edge AI models that deliver real-time insights, that data empowers first responders to make critical, life-saving decisions. The LEIP and ArcGIS integration also offers a unique capability to review collected inferences and make adjustments in the field.
FAQ
FAQs
What does Latent AI’s platform do?
Latent AI’s LEIP is an all-in-one development kit that helps businesses create, optimize, and deploy AI models quickly. It simplifies the process of building powerful AI solutions that can adapt to changing needs, whether in the lab or out in the field.
How does Latent AI improve the use of existing AI models?
Latent AI’s platform is designed to enhance existing machine learning models by making them faster, more efficient, and ready for deployment on edge devices or in the cloud. This helps businesses maximize the value of their current AI investments.
Why is edge AI important for enterprises?
Edge AI allows businesses to process data closer to where it’s created, reducing delays and improving security. Latent AI’s platform enables enterprises to implement AI solutions that work seamlessly in real-time environments.
How can Latent AI support AI adoption?
Latent AI provides tools that make it easier for companies to integrate AI into their operations. From automating tasks to gaining better insights, the platform helps businesses unlock the full potential of AI.
Who can benefit from Latent AI’s platform?
Latent AI is ideal for data scientists, developers, and businesses looking to build and deploy AI solutions efficiently. Whether optimizing current models or creating new ones, the platform is tailored to meet enterprise needs.
Ready to get started?
Schedule a meeting with an AI expert today.