How AI Consulting Can Accelerate Business Growth
AI’s potential needs little introduction. The problem is, many organisations struggle to harness AI’s full potential due to a lack of in-house expertise, data scarcity, and uncertainty about effectively deploying AI solutions. This is where Aya Data’s AI consulting services come in. Our team of experienced data scientists, engineers, and subject matter experts work to understand your challenges and goals, providing end-to-end support to secure your project’s success.
Our Clients
How we ensure you get the best ROI from AI
efficiently and accurately harness AI at scale.
Discovery and Feasibility
We provide you with a Proof of Concept (PoC) to de-risk your investment and ensure the success of your AI initiatives.
- Mitigate risks with thorough planning, strategy, and informed assessments
- Retain IP ownership for all solutions developed on your behalf
- Avoid over-investment by validating feasibility before full commitment
- Receive expert opinions on the optimal solution for you problem
Data Acquisition
Medical Data
AgTech Data
AI Speech Data
AI Localization Data
Sensor Data
Statistical Data
Tabular Data
Synthetic Data
Data Annotation
- Aya combines advanced tech and human expertise for image and video labeling tasks like bounding boxes, segmentation, polygons, and key point annotation
- Aya’s C1/C2 level linguists specialize in NLP tasks, including Named Entity Recognition, Sentiment Analysis, transcription, translation, and localization in multiple languages
- Aya has experts in 3D point cloud data labeling from LiDAR sensors, using 3D Bounding Box, 3D Polygon, and 3D Semantic Segmentation
- Aya is adept at handling diverse labeling needs with precision and expertise across various languages and data types
Model Training and Development
At Aya Data, we specialise in developing customised AI solutions to unlock your business potential. Our team of experts crafts a wide range of models, from traditional machine learning algorithms to state-of-the-art deep learning architectures. We work across the AI spectrum, tackling projects that range from logistic regression and gradient boosting to advanced BERT models for NLP and convolutional neural networks (CNNs) for computer vision. Our comprehensive approach encompasses expert guidance on model selection, efficient data preprocessing, and meticulous training and fine-tuning. With a proven track record of driving transformative results, we’re committed to pushing the boundaries of AI innovation.
Computer Vision
We build models ranging from classic CNNs to advanced architectures like YOLO and Mask R-CNN, enabling real-time object detection, image classification, and complex video understanding. If you’re short on data, we can generate detailed synthetic data to fit your application.
Natural Language Processing
Our advanced NLP consulting services support the creation of AI applications that truly comprehend complex language, delivering impactful results. With techniques like retrieval augmented generation (RAG), we can supercharge your models with external knowledge bases, boosting their contextual and analytical abilities.
Generative AI
Our expert team will work with you to build and train models like GANs, VAEs, diffusion networks, and more. Our model development and deployment processes also incorporate reinforcement learning with human feedback (RLHF) techniques to continuously improve model performance based on user feedback.
Data Services
We know that great AI starts with great data. That’s why we offer comprehensive data services to help you build the strong foundation your models need. We’ll work with you to assess your current data landscape, identify gaps and opportunities, and develop a custom data strategy aligned with your business problem.
Model Deployment
Deploying AI models into production environments is critical in realising their potential in real-world settings. At Aya Data, we're committed to helping you get your models out of the lab and into the real world, where they can start driving results. We use state-of-the-art deployment technologies, such as containerisation and cloud platforms, to ensure your AI solutions are reliable, efficient, and easily maintainable. Our model development and deployment processes can incorporate reinforcement learning with human feedback (RLHF) techniques to continuously improve model performance over time. We can integrate models with your existing tech stack or deploy them in custom software, providing flexibility to suit your specific needs.
Ongoing Maintenance & Upgrades
Even after deployment, our commitment to your AI solution’s success continues. We ensure your models remain cutting-edge and aligned with your business goals through rigorous testing, proactive monitoring, and continuous refinement.
- Test models to ensure they meet commercial objectives
- Safeguard against changing context and model drift w/ human-in-the-loop oversight
- Continuously update AI solutions with new technology, data, and feedback
- Provide regular performance reviews and optimization to sustain model efficacy
Why Use Aya for Your AI Consulting Project
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Exceptional Customer EXPERIENCE
- 1.Tight communication loop for project alignment
- 2.Transparent pricing for cost clarity
- 3.Dedicated domain-specific project management teams
- 4.Guiding AI initiatives from conception
- 5.Ensuring transparency throughout project lifecycle
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Unwavering QUALITY
- 1.Custom quality control for projects
- 2.High-performance AI meeting specific needs
- 3.Ethically-driven annotation workflows
- 4 Strict ISO 9001, GDPR, SOC2 compliance
- 5.Tailored solutions for niche AI challenges
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Unparalleled EXPERTISE
- 1.Large team of dedicated domainspecific data specialists
- 2. Expertise across industries andapplications
- 3. Experienced data scientists andengineers
- 4. Cutting-edge technical knowledge for projects
- 5. Broad network of expert resources
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What Our Clients
Say About Us
AI Consulting Case Study
Optimising Sales with Soil Data Integration and AI Insights
Oko Environmental wanted to boost its reforestation projects by understanding germination rates, tracking tree growth, monitoring environmental changes, and spotting potential risks. Aya Data collaborated with them to collect drone imagery and label the data, building a bespoke AI model. The results were impressive: germination rates jumped from 72% to 94%. This breakthrough helped Oko make smarter decisions about resources, manage sites more effectively, and better handle natural hazard risks.
Building a Model to Rapidly Identify Disease in Ghana’s Maize Plants
Demeter valued soil acidity data for sales but struggled to use it effectively. They partnered with Aya Data to create a custom interactive dashboard. This collaboration helped Demeter optimise their sales approach, leading to significant growth after implementation.