LERNOWA AI LABS PRIVATE LIMITED is a specialized technology and research company operating across two integrated engineering domains: Deterministic Cognitive Assessment Systems and Autonomous Developer & Cloud Infrastructure.

While traditional platforms rely on generic, unverified language models or blunt crawlers, Lernowa AI Labs builds high-precision, deterministic software. We develop granular cognitive diagnostic engines that isolate exact learning gaps in STEM curricula, powered by high-throughput RAG pipelines and autonomous cloud optimization architecture.

What We Do

1. STEM Cognitive Assessment Infrastructure

• Deterministic Diagnostic Engines: We develop granular, high-stakes evaluation tools that distinguish between conceptual misunderstandings, spatial/vector reasoning errors, and algebraic execution gaps.
• Curriculum Dependency Networks: Our research team translates rigorous academic frameworks—starting with advanced secondary physics and mathematics—into Directed Acyclic Graphs (DAGs) and machine-readable knowledge nodes, pinpointing specific learning bottlenecks in under 15 minutes.
• Assessment PaaS: A cloud-native assessment platform powering precision diagnostics, prerequisite remediation mapping, and automated analytical reporting for educational institutions and independent learners.

2. Developer Tools & Autonomous Cloud Systems

• RAG Data Ingestion & Chunking Pipelines: Specialized web extraction and semantic chunking engines engineered specifically for AI retrieval systems. Our platform parses complex technical documentation frameworks (Docusaurus, Mintlify, GitBook) into hierarchy-preserved Markdown and schema-compliant chunks for downstream vector databases (Pinecone, Qdrant, Supabase pgvector).
• Autonomous AWS FinOps Agents (CloudSweep AI): Event-driven serverless architectures that monitor AWS cloud environments, detect orphaned and underutilized infrastructure, calculate real-time waste, and generate automated Terraform/IaC remediation pull requests.
• Open Protocols & Ecosystem Integrations: Production-ready developer tooling deployed across the Model Context Protocol (MCP) registry, Apify Store, RapidAPI, and n8n community workflow automation hubs.

Engineering & Security Standards

• Deterministic Accuracy: Zero hallucination tolerance. Whether mapping curriculum prerequisite trees or chunking technical codebases, our systems rely on verifiable, structured schemas over probabilistic guesswork.
• Stateless & Secure Execution: Stateless data pipelines running across isolated AWS serverless environments and containerized worker nodes with zero data retention.
• Enterprise Deployments: Dedicated VPC deployments, custom MCP toolchains, and SLA-backed API pipelines tailored for institutional partners and enterprise engineering teams.

Corporate Information

LERNOWA AI LABS PRIVATE LIMITED is an incorporated private limited company registered in India, delivering cloud infrastructure, developer tooling, and cognitive diagnostic software to a global user base.

• Corporate Entity: LERNOWA AI LABS PRIVATE LIMITED
• Operating Divisions: Cognitive Assessment Infrastructure & Cloud/Developer Tooling
• Ecosystem Footprint: AWS Marketplace | Apify Store | Model Context Protocol (MCP) | RapidAPI