Transforming AI
with Edge Solutions
We bring real-time AI to edge devices, bypassing cloud limitations, delivering edge guidance, solution development, and edge team augmentation.
From small language models to computer vision, we deploy AI
where it matters most—at the data source.
Edge Solutions for Your Business
We deliver cutting-edge AI solutions, designed to optimize performance,
reduce latency, and ensure privacy – all while scaling seamlessly across industries.
AI Guidance for Edge Deployment
Unlock the potential of edge AI with our edge consulting. From initial strategy and roadmap development to technical assessments, we guide your organization through every stage of the edge AI journey.
Edge AI Strategy & Roadmap
Align AI deployment with business goals and
regulatory requirements.
Use Case Feasibility Studies
Identify the optimal AI solutions tailored to your edge devices.
Technology Stack Consulting
Ensure your infrastructure supports the latest advancements in AI at the edge, from NVIDIA GPUs to SLMs.
Edge Solution Development
Our AI solutions enable enterprises to deploy models that operate efficiently on edge devices, providing real-time intelligence with minimal latency.
Edge-Centric AI Models
Custom AI models optimized for low-latency and resource-constrained environments.
Model Optimization & Deployment
Tailor models to specific hardware, ensuring optimal performance across diverse edge architectures.
Edge AI Team Augmentation
Accelerate your AI projects by integrating our experienced data scientists, machine learning engineers, and edge computing experts directly into your team.
Dedicated Edge AI Engineers
Experts in deploying AI models across embedded systems, mobile devices, and industrial hardware.
Scalable Team Extension
Flexibly scale your team with specialists in computer vision, small language models, and optimization frameworks.
On-Demand Support
Continuous assistance throughout model development, deployment, and post-launch phases.
Showcasing Our Edge State-of-the-Practice
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project
Unlocking Retail Insights with CCTV Analytics
We developed a video analytics solution with 94% action detection accuracy, tracking movements and matching customer paths across multiple cameras using multi-object…
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project
Empowering Smart Cameras with Efficient Neural Network Quantization
The successful quantization process enabled our client to integrate state-of-the-art computer vision models into their end devices, with only a 6% increase…
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project
Enhancing Safety Compliance with Automated Monitoring
The system enhances compliance with regulations, improving both process and product quality. Furthermore, it provides an additional layer of security and elevates production…
What Our Clients Say About Us
“At Unstructured, we have been delighted to partner with deepsense.ai, a collaboration that has significantly accelerated the development across our Product Roadmap. Specializing in the complex domain of unstructured ETL for RAG, deepsense.ai has matched our technical intensity and contributed across various functional areas.”
Brian S. Raymond
Founder & CEO at Unstructured
” Our collaboration shows how to apply cutting-edge AI in niche markets and industries where we seek a competitive advantage. We share efforts in our innovative approach, which differentiates us from peers and startups, embodying our belief that it’s better to disrupt ourselves than to be disrupted by the competition.”
Burkhard Boeckem
CTO at Hexagon AB
“One particular example where deepsense.ai’s expertise really stood out was their involvement in the development of our GenAI-powered frontline worker digital assistant. The solution integrated a diverse set of data sources, providing assistance to frontline employees with relevant responses in their moment of need.”
Tom Bianculli
CTO at Zebra Technologies
“deepsense.ai has been a dependable and high-quality partner to Brainly’s AI research, development, and operations efforts over the past 3 years. Their team has integrated seamlessly with our in-house teams, bringing top-tier talent and a collaborative spirit that drives innovation.”
Bill Salak
CTO & SVP Operations at Brainly
“We engaged deepsense.ai for an AI Advisory engagement with the aim of reviewing and enhancing our AI capabilities and practices. deepsense.ai was adept at identifying practical quick-win improvements in our AI operations, providing guidance for our long-term investment priorities in the AI domain and ensuring a thorough transfer of knowledge to our internal AI team throughout the engagement.”
Mariusz Gralewski
CEO at DocPlanner
“We have successfully partnered with deepsense.ai on multiple R&D projects. The deepsense.ai team was able to effectively partner and work hand-in-hand with our development team, complementing our domain knowledge with deep expertise in AI/ML and predictive analytics.”
Ned Taleb
Co-Founder & CEO at B-Yond
“deepsense.ai quickly delivered a Proof of Concept for a code completion tool, using a state-of-the-art technological stack, including the newest available LLMs and libraries. They also led an excellent LLM discovery workshop that jump-started AdaCore’s integration of LLM solutions into our business processes and products.”
M. Anthony Aiello
Head of Product & Innovation at AdaCore
“The deepsense.ai solution for anomaly detection helped expedite the problem detection times and decreased the number of monitoring failures. We were also impressed by their team’s technical know-how and solution-based mindset.”
Nitin Navare
CTO at LogicMonitor
“Over a three-year period, deepsense.ai has augmented our internal capabilities with a dedicated team of consultants, helping us enhance our MLOps Platform. Their involvement from early ideation and design phases through to the entire software development cycle has ensured a high standard of engineering maturity and adherence to industry best practices.”
Carsten Ingerslev
Head of Advanced Analytics
at Danish Business Authority
“We engaged deepsense.ai to improve some of the functionalities of our AI-driven transportation management platform in terms of Estimated Time of Arrival (ETA) and On-time Probability (OTP). The ease of collaboration with deepsense.ai’s team and their adaptability to our feedback and ideas made the entire development process seamless and productive.”
Paul Beavers
CTO (2020-2023) at a transportation management platform provider
Our Insights and Resources
Learn more about our insights on edge solutions and computer vision.
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Academic paper
Disrupt or Be Disrupted: Pushing the Boundaries of AI in Niche Markets
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Academic paper
Optimizing Computational Resources for Machine Learning and Data Science Projects: A Practical Approach
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Academic paper
Implementing Small Language Models (SLMs) with RAG on Embedded Devices Leading to Cost Reduction, Data Privacy, and Offline Use
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Academic paper
From LLMs to RAG. Elevating Chatbot Performance. What is the Retrieval-Augmented Generation System and How to Implement It Correctly?
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Academic paper
The Rise of Small LMs. How we integrated RAG with SLMs into embedded devices
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Academic paper
Computer Vision for Mobile and Edge Devices
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Academic paper
Reducing the cost of LLMs with quantization and efficient fine-tuning: how can businesses benefit from Generative AI with limited hardware?
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Academic paper
Let’s talk about R in RAG. Practical tips for improving your retrieval results
Your Trusted AI Experts
Providing guidance and delivering tailored AI solutions that give you a competitive advantage.
Completed commercial
AI projects
World-class
AI experts
Years
of AI expertise
Join our established list of long-term satisfied clients, including global brands, tech enterprises, ambitious scaleups and startups. Whether you’re rapidly scaling with AI or making it the core of your business, partner with us to achieve exceptional results.
Working with AI Leaders
We maintain close ties with top AI leaders to ensure cutting-edge expertise in every project. No matter where you are on your AI journey, we can guide and implement your solutions.
Partnering with OpenAI gives our clients direct access to cutting-edge AI innovation from industry pioneers. Together, we deliver breakthrough solutions that keep businesses ahead of the curve and ready for what’s next.
“deepsense.ai teamed up with Anyscale to develop a fashion image retrieval system that serves as a reference for those looking to build similar applications.”
“The company joins the prestigious NVIDIA Service Delivery Partner program as one of a handful of preferred partners worldwide providing professional services in deep learning.”
“deepsense.ai has become one of the four companies to partner with the creators of LangChain, an innovative framework known for simplifying and accelerating the process of LLM application development.”
Solutions Tailored To Your Needs
Whether you’re responsible for product development or innovation, seeking improvements in your business operations,
aiming to implement and operate AI more efficiently, or looking for a team of AI experts, we are here to help.
Embedded AI
in your products
We integrate advanced AI – like LLMs, computer vision, or edge AI – into your software and hardware to enhance functionality, drive engagement, and future-proof your products.
Apply AI to your
business operations
Streamline repetitive processes, improve decision-making, and enhance customer interactions. From AI automation to predictive analytics, focus resources on what drives growth.
Elevate your
AI operations
We’ll help you scale it with a focus on efficiency and reliability. From MLOps optimization to improving edge deployments, we solve the operational headaches that slow you down.
Enhance your team
with our AI experts
Tap into our team of specialists to supercharge your AI initiatives. Whether you’re training an in-house team or need external firepower, we help you get results faster and smarter.
How Our Clients Usually Start Working with Us
AI Discovery Workshop
1-2 days
Generate and evaluate ideas for AI use cases in terms of business potential and technical feasibility
Proof of Concept Project (PoC)
2-4 weeks
Validate an idea for an AI-based functionality or solution
AI Advisory Project
2-4 weeks
Improve how AI is implemented and operated following
a prioritized action plan based on an assessment of current practices and tools
AI Team Augmentation
Varies
Complement your team with advanced AI capabilities
to benefit from expert AI guidance or additional implementation bandwidth
Bank of Ideas and Use Cases
for Edge Implementations
Manufacturing & Industrial Automation
Use Case
Defect detection and quality control through computer vision, ensuring zero downtime and continuous production.
Example
AI-powered object recognition on production lines identifies defects in real-time, preventing faulty products from moving down the chain.
Retail & Consumer Goods
Use Case
AI-driven shelf monitoring for real-time stock updates, combined with deep metric SKU recognition for automated inventory management.
Example
Retailers can improve accuracy in product recognition on shelves, cutting down on stock shortages and improving sales forecasting.
Logistics & Supply Chain
Use Case
Object segmentation and landmark detection to optimize warehouse management and supply chain operations.
Example
Automated forklifts equipped with edge AI can detect objects, avoid obstacles, and improve logistics efficiency.
Public Safety & Smart Cities
Use Case
AI-driven real-time surveillance, pedestrian counting, and abandoned item detection for enhanced security monitoring.
Example
AI can detect suspicious activities such as unattended luggage in high-traffic areas, triggering real-time alerts for security personnel.