ML Insights AG provides advanced analytics solutions and supports companies in identifying, validating and implementing data‑driven business use cases. The firm focuses on industrial operations and offers services such as opportunity assessment, model development and tuning, process mining, predictive maintenance, and integration with on‑premise IT and cloud using an open‑source toolset (e.g., Python, R, scikit‑learn).
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Industry:IT Consulting & ServicesSoftware Development
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Technology consulting for AI, Blockchain and Zero-Knowledge; architecture and strategy consulting, technology due diligence, governance and enablement topics, regulatory navigation and board-level technology advisory.
System architecture
System architecture for AI and blockchain contexts; architecture of autonomous agent systems, smart contract architecture, API-first business model design and architecture for secure, programmable infrastructure.
Prototyping and validation
Prototyping and validation with working prototypes, agent-system proof-of-concepts, smart contract development, audit prep, as well as x402- and micropayment-integration pilots.
AI and autonomous systems development
Development of AI and autonomous systems with LLM integration, multi-agent systems, process intelligence, optimization and transition from predictive analytics to prescriptive autonomous action.
Web3 and Zero-Knowledge consulting
Web3 and Zero-Knowledge consulting with smart contracts on Ethereum, Solana and SUI, ZK proofs for identity and compliance, on-chain reputation and tokenization.
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