Speed-test, validate, and bring your artificial intelligence ideas
to life on a budget with Digital Emeralds’ AI
proof of concept development services.
Speed-test, validate, and bring your artificial intelligence ideas
to life on a budget with Digital Emeralds’ AI
proof of concept development services.
As AI consultants with a strong background in business analysis, Digital Emeralds understands the unique challenges clients face—from budget and resource constraints to the need for faster time to market and the pressure to demonstrate tangible results to stakeholders. We address all these challenges through AI PoC development. Here’s how the process unfolds
In the first stage of AI PoC development Digital Emeralds R&D experts analyze how you intend to use AI and identify your desired business outcomes such as enhancing customer personalization or minimizing equipment downtime. We then define clear success metrics for each use case scenario.
During AI proof of concept development, Digital Emeralds formulates hypotheses, defines success criteria such as model accuracy and efficiency, and tests these hypotheses by setting experiment variables and conditions. Our experimentation options range from the most cost-effective and rapid to the most detailed and precise accommodating various budgets and timelines.
For clients with sufficient budgets, Digital Emeralds recommends conducting parallel experiments to test multiple approaches simultaneously. For a more cost-effective alternative, time boxed experiments allow you to gather enough data to make informed decisions about the future of your AI PoC project.
Following AI PoC development, Digital Emeralds conducts a thorough analysis of the collected data to evaluate AI model performance against predefined success metrics and benchmarks. We then present the findings to stakeholders, accompanied by a detailed roadmap for full-scale AI solution implementation.
Digital Emeralds’ AI PoC development services deliver tangible outcomes, including the proof of concept, data pipelines, datasets, and comprehensive documentation of experiments, benchmarks, and actual results. Additionally, we can create a blueprint for your future AI solution and assist you in presenting your idea effectively to stakeholders.
Beyond AI PoC development Digital Emeralds’ AI developers assist clients in building and scaling AI models. We conduct rigorous testing, leverage automation where possible, maintain detailed architecture design records, and follow ML Ops best practices all while staying updated on emerging AI technologies that align with the criteria defined in Step 2.
Digital Emeralds helps businesses of all sizes validate their
vision with comprehensive AI PoC development.
We support clients through every phase
from early stage funding rounds to large scale enterprise AI adoption.
By partnering with Digital Emeralds you get
Our AI PoC services empower you to determine an AI solution’s viability and potential impact quickly. Through rapid prototyping and model validation, we provide the data you need to make informed decisions in as little as two to three weeks.
Our expert team manages the technical side of AI PoC development, so you can stay focused on your business. We align the PoC’s goals with your strategic objectives to pave the way for a successful deployment.
Given the significant cost of AI, our PoC development service acts as a crucial first step. It helps you pinpoint high-potential technologies and use cases, allowing you to avoid a large upfront commitment, reduce financial risk, and set the foundation for a higher ROI.
Our AI PoC development approach provides reliable, actionable insights by testing and validating models using your actual business data and scenarios, not synthetic ones. This ensures the results accurately reflect real-world performance.
To demonstrate the feasibility and potential impact of an ML solution for your business, our AI PoC service creates and stress-tests models for key functions like predictive analytics, anomaly detection, and recommendations. We leverage technologies like Scikit-learn, TensorFlow, and Py Torch to build these custom-tailored prototypes.
We develop facial recognition PoC prototypes for access control, identity verification, and customer analytics. Leveraging technologies like OpenCV, Dlib, and Amazon Rekognition, our services focus on creating systems that accurately identify and verify individuals based on their facial features. Each PoC is designed to ensure high accuracy, robust security, and full compliance with privacy standards.
In our deep learning PoC, Digital Emeralds uses TensorFlow, Keras, and PyTorch to build advanced neural network prototypes. These models demonstrate the power of deep learning to automate complex tasks (like image and speech recognition) and significantly improve your organization’s decision-making.
Our AI PoC development services utilize tools like NLTK, SpaCy, and BERT to build models for text analysis, sentiment analysis, translation, and intelligent chatbots. We use this PoC phase to confirm that these AI solutions can effectively improve customer service, streamline content moderation, and enhance your internal communications.
As part of our AI PoC development, we train algorithms that excel in interpreting visual data. Digital Emeralds develops initial models for image classification, object detection, and video analysis using tools like OpenCV, YOLO, TensorFlow, and our proprietary computer vision service. We aim to demonstrate how AI can be applied in specific fields, ranging from security to marketing.
Our generative AI PoC services build prototypes that learn from your existing data to generate entirely new content. Digital Emeralds leverages a mix of proprietary and open-source foundation models (like transformers, GANs, and diffusion models) to demonstrate this capability. Crucially, we design every Gen AI PoC with your current and future scalability goals, and the associated infrastructure expenses, in mind.
At Digital Emeralds, our dedicated in-house R&D department drives innovation and excellence in AI PoC development. Our experts leverage this R&D focus, applying their hands-on experience to build customized, bespoke AI solutions for clients across diverse domains like healthcare, retail, and education.
From a fully managed AI PoC project to staff augmentation or virtual CTO services, Digital Emeralds provides the flexible support you need. Our team integrates seamlessly with your organization to ensure your success.
With numerous successful AI PoC projects under our belt, Digital Emeralds has demonstrated its ability to create impactful AI solutions that drive business value. We prioritize delivering tangible results that align with your business objectives and pave the way for a full-fledged AI implementation
At Digital Emeralds, your success is our top priority. We are dedicated to building long-term partnerships with our clients by delivering exceptional service and tangible results. This commitment means we go the extra mile to ensure your AI PoC project not only meets its objectives but also sets a solid foundation for future growth.