Aya Data

Aya Data is an AI consulting firm offering services across the AI value chain, including data acquisition, data annotation and labeling, model development, deployment and ongoing optimization. Annotation work spans text, images, video, audio, 3D/LiDAR point clouds and segmentation, alongside computer vision, natural language processing and statistical modeling. For generative AI clients the company offers synthetic dataset generation via prompt engineering with LLMs, LVMs and foundation models, data curation and labeling, reinforcement learning from human feedback (RLHF), direct preference optimization, model fine-tuning, retrieval-augmented generation tuning, red teaming, and audit and quality control of model outputs. A more recent service line covers agentic AI: designing, building and deploying enterprise AI agents and building task-specific video training pipelines used to fine-tune agent performance.

Alongside services, Aya Data develops two of its own products. AyaGrow is an AI-based farm management tool providing tree analytics, health assessment and yield estimation for commercial and smallholder farmers; AyaSpeech is a speech-to-speech translation system focused on low-resource and local African languages. The company states compliance with ISO 9001, GDPR, HIPAA and SOC 2 standards, and positions affordability, security and quality as service commitments.

Published case studies cover agriculture (drone-based palm plantation monitoring, forest growth, maize disease detection via a smartphone app for Ghanaian farmers, strawberry harvesting), healthcare and medtech (medical image labeling for Cydar Medical, 3D vascular scan annotation, digitization of patient records), automotive and autonomous driving (e-scooter image labeling), geospatial (satellite deforestation monitoring, solar lead qualification for Sunsave, heritage site preservation), infrastructure (road crack detection), retail and security (surveillance footage annotation for shoplifting detection, fashion catalog structuring for TRUSS), insurance (vehicle damage annotation for an African insurer), sports sponsorship brand detection with Alegion, logistics document extraction, and police radio transcription.