Financial Services
Risk modelling, fraud detection, and algorithmic operations at institutional scale.
Our Services
Three pillars. One accountable team.
End-to-end software development services, designed to work seamlessly.
Pillar 01 / 03
AI Solutions
Consulting, custom ML development, LLM integration, and AI-powered applications.
- AI/ML strategy consulting and roadmap design
- Custom model development and fine-tuning
- LLM integration and generative AI applications
- AI-powered web and mobile app development
Industries
Industries are changing fast with AI.
Let's turn changes into real business value.
We help businesses turn AI-driven change into measurable impact across operations, products, and growth.
Healthcare & Life Sciences
Clinical decision support, medical imaging, and compliant ML pipelines.
Manufacturing & Industrial
Predictive maintenance, computer-vision QA, and digital twins for the factory floor.
Retail & E-commerce
Recommendation, search, and demand forecasting that actually moves inventory.
Logistics & Supply Chain
Routing, ETA prediction, and AI-driven visibility across every shipment and node.
Energy & Sustainability
Grid optimisation, load forecasting, and emissions-aware operations at scale.
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Blogs and News
Perspectives, updates, and trends on the global AI and data landscape.
Data Collection Service
Managed Video Data Collection in Vietnam: Program Structure, Timeline, and What to Specify Before the Contract
Most enterprise AI teams that outsource video data collection to Vietnam are choosing between managed programs and crowd platforms without a clear picture of what managed actually means at the operational level. This guide covers program structures, SOW requirements, and how to evaluate managed program capability before signing.
9 min read
Data Collection Service
Physical AI Training Data: What Real-World Robot Systems Actually Require
Physical AI systems from NVIDIA GR00T to Physical Intelligence pi0 share one constraint: they require training data that captures real-world contact dynamics, sensor noise, and environmental variation that simulation cannot accurately replicate.
9 min read
Data Collection Service
RGB-D Data Collection for Embodied AI: Sensor Selection, Sync & Production-Scale Delivery
RGB-D data collection for embodied AI demands sensor synchronization, calibration QA, and annotation-ready delivery formats that standard video programs cannot provide. A technical field guide to planning and executing production-scale RGB-D collection for robotics and embodied AI.
8 min read
Data Collection Service
Imitation Learning Data for Robots: From Expert Demonstrations to Deployable Policies
Behavioral cloning and imitation learning produce more data-efficient robot policies than reinforcement learning - but only when demonstration data meets strict standards for consistency, diversity, and annotation quality. Poor demonstration data produces poor policies regardless of model architecture.
10 min read
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