INDUSTRY

AI-Enhanced Software Solutions

Discover how Mosaic Data Science can transform your software products with our cutting-edge AI and ML capabilities. Our expertise empowers software companies to harness AI’s potential to improve applications, deliver excellent client outcomes, and streamline product development operations.

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Software AI & ML Benefits Quantified

We’re excited to highlight the remarkable benefits that our software clients have gained from integrating Mosaic’s AI & ML solutions. While we maintain confidentiality on specific data and acknowledge variation across firms, we consistently observe substantial enhancements in operational efficiency, cost effectiveness, and product quality within the software industry.

IoT Integration

Enhance your products with our IoT integration solutions to enhance real-time data collection and analysis, boosting operational efficiency and elevating customer service. Our solutions ensure your software remains agile and responsive in a competitive market.

🔄 Data Utilization: Increase by 20-40%
⏲️Operational Downtime: Reduce 35%

Integrated AI Search

Revolutionize your software’s search functionality with our secure & scalables Neural Search solutions. Experience faster, more precise search capabilities that improve user experience and operational efficiency

🔍Search Result Relevance: Boost 65%
User Search Time: Reduce by 40-70%

Computer Vision Integration

Integrate cutting-edge Computer Vision technologies to automate image processing within your software, enhancing features like facial recognition and quality control. Our solutions will help your customers streamlining operations and improving product quality.

🖼️Processing Accuracy: Increase 50%
👁️Manual Review: Reduce by 30-60%

AI Dev As-a-Service

Leverage our Rent a Data Scientist model to integrate scalable AI solutions with minimal internal infrastructure, significantly reducing upfront costs and enhancing operational flexibility. AI & ML are our core business.

💲Implementation Costs: Decrease 35%
📈Adoption Rates: Increase by 30-50%

Rapid ML Deployment

Speed up your machine learning model deployment with our Mosaic.deploy solution, allowing for quicker iteration and faster responsiveness to market changes. Reduce model development and deployment headaches, keeping your software ahead of the curve.

Model Deployment: Reduce by 55%
🔄Software Costs: Cut by 30%

Future Proofing

Ensure your software products remain competitive and relevant as technology evolves with our future-proofing strategies. Extend your lifecycles and improve update rollouts, maintaining your market position and engaging customers effectively.

🕰️Product Lifecycle: Extend by 20-40%
⚙️Update Rollout Speed: Improve 45%

INTEGRATIONS

Fortify Your Software Products with Tailored Artificial Intelligence & Machine Learning

Explore how Mosaic has empowered software firms to embrace state-of-the-art AI solutions, enhancing their capabilities in managing technical outcomes, customer expectations, and compliance and streamlining product delivery for better efficiency and growth.

  • IoT & Sensor Integration

    Leverage our IoT modeling expertise to enable more accurate decisions that find the signal in the sensor noise.
  • Integrated AI Search

    Take the pieces of our award-winning Neural Search Solution framework you need to deliver world-class search.
  • Rapid ML Deployment

    Our Mosaic.deploy solution framework simplifies the complex, often tedious steps involved in deploying machine learning models, allowing you to focus on innovation and value creation
  • Computer Vision

    Tap into our deep learning expertise to build reliable computer vision into your products.

Smarter Spaces: Revolutionizing Property Management with IoT Detection

Mosaic Data Science developed a prototype machine learning model for a hospitality technology company, aimed at detecting smoking in rooms using IoT sensors. This model, based on the ROCKET algorithm, distinguishes smoking events from other activities like cooking by analyzing sensor data. This solution enables property managers to address incidents promptly, reducing cleaning costs and limiting damage. The collaboration highlighted Mosaic’s capability to leverage advanced analytics in product development, ensuring the model’s accuracy and deployment readiness for an alpha launch with over 1,000 units.

Revolutionizing Technical Document Search with LLM Fine-Tuning

Mosaic Data Science developed an AI-enabled search assistant leveraging deep learning and advanced language models. This innovative solution intelligently parses complex mechanical operation manuals, offering precise search results that enhance customer experience. The technology allows for efficient navigation through extensive documentation, proving to be a valuable asset for companies managing large volumes of technical data.

Accelerating Efficiency: AWS Architecture Optimization for Machine Learning

Mosaic Data Science optimized a 3PL software provider’s machine learning deployment on AWS, enhancing model inference speed and reorganizing AWS architecture to significantly improve performance and reduce operational costs. As an AWS Select Partner, Mosaic’s expertise facilitated a streamlined serverless architecture, leading to a drastic reduction in quote generation time and a substantial cost saving in model endpoint hosting.

Streamlining Car Wash Operations with Advanced Computer Vision

Mosaic Data Science enhanced an automated carwash system using computer vision to optimize vehicle alignment and prevent damage. By developing custom models to monitor vehicle positioning and integrating these insights with carwash controls, Mosaic’s solution improves operational efficiency and reduces the risk of accidents, showcasing their capability in applying AI to streamline and safeguard the car washing process.

Why Partner with Mosaic?


Partnering with Mosaic Data Science means gaining a competitive edge with AI-enhanced solutions tailored for the software industry. Our software customers can integrate the award-winning Mosaic Neural Search Engine, leverage our MLOps framework, Mosaic.deploy, to quickly deploy AI-driven features, or use our Rent a Data Scientist ™ engagement to tap into AI/ML experts. Mosaic stands ready to fortify your software solutions and customer relationships. Partner with us to leverage the power of AI and ML, ensuring your products not only meet but exceed market demands and customer expectations.

White Label Services

White label our services to enable your company to offer additional products or services without the need to develop them in-house.

Stronger Customer Relationships

Utilize our ML/AI expertise to stregnthen customer relationships and improve satisfaction .

Future-proof your Software

Elevate your software products to the next level and secure their relevance in the rapidly evolving digital landscape with our AI and ML expertise

AI Deployment-as-a-Service

Tap our expertise in end-to-end AI/ML development to get your tools ready for production.


Choose Your Engagement Path

Mosaic offers services and tools that we tailor to our AI-enhanced software solutions.

Explainable AI & BIas Auditing

As AI models become more complex, their decision-making processes can appear opaque. Explainable AI (XAI) is the key to unlocking the “black box” of AI systems, providing transparency and insights.
  • Model Evaluation & MLOps
  • Bias Auditing
  • AI Safety Framework Development
  • Deployment of Explainable Models Builds Trust in AI System

Rent A Data Scientist™

Mosaic helps customers fight the AI & machine learning talent shortage by providing quick, flexible access to our North American-based data scientists, who remain committed to your projects, avoiding attrition for higher-paying roles.
  • Access To Award Winning Data Science
  • Resource Flexibility Based On Development Cycles
  • Neutral Third-Party Innovation
  • AI/ML Tool Documentation & User Guides – No More Black Boxes

Project ID & Execution

Our AI and ML project support engagement model ensures that we scope out targeted use cases and build custom AI/ML models that deliver precise predictions and prescriptions tailored to your unique needs.
  • IP Ownership For Future Growth
  • Knowledge Transfer For Empowered Teams
  • Custom Source Code for Competitive Advantage
  • Post-Deployment Support

Decision Dynamics

From operational enhancements to strategic decision support, our Data-Driven Decision Dynamics service is about crafting tailor-made software that aligns with your goals, optimizes decisions, and propels your business forward.
  • Tailored Process Optimization
  • Combines Premier Agile Development with Cutting-Edge AI & ML
  • Engineers Custom Tools for Enhanced Accuracy & Speed
  • Data-Driven Strategy for Sustainable Business Growth

Neural Search Engine

Our Neural Search Engine is not just another search tool; it’s an intelligent solution crafted from years of data science expertise. Unlike off-the-shelf products, our engine is customized to align with your unique data landscapes, offering unparalleled accuracy in document retrieval.
  • Instant, Accurate Answers from Your Data
  • LLM-Powered Insights for Every Business
  • Named Top Insight Engine Of 2024 By CIO Review
  • Secure & Scale Your AI Search
  • Democratize Insights

Mosaic.Deploy

Mosaic.deploy is a comprehensive MLOps framework and platform designed to streamline the entire lifecycle of machine learning models—from development and testing to deployment and monitoring. Fast-track your ML development.
  • Rapid Deployment
  • Cloud Integration
  • Sustainable MLOps
  • Post-Deployment Support
  • Cost-Effective & Scalable

Elevate Your Software Products with AI & ML

Contact Mosaic Data Science today to discover how our AI-enhanced software solutions can transform your product development operations, propel delivery, and ensure your position as a leader in the competitive software industry.

AI-Enhanced Software Solutions Resource Library