The industrial intelligence company that liberates data from noise
We transform fragmented MRO and supply chain records into a high-fidelity "Golden Dataset," using semantic search and vector embeddings to achieve 99% matching accuracy across 2.75 million industrial SKUs.
Get StartedMōksana Ecosystem
Mōksana is an industrial intelligence ecosystem designed to liberate data from noise, ambiguity, and silos. In the spirit of its Sanskrit namesake meaning “liberation”, Mōksana brings together a cohesive suite of solutions that transform messy MRO, spare parts, and equipment information into clean, actionable truth. The Mōksana Ecosystem serves as a single, unified platform a seamless union of data ingestion pipelines, a vast knowledge graph, advanced search and analytics capabilities, and rich integration points.
Together, these components empower organizations to convert fragmented, inconsistent industrial data into clarity and insight, driving smarter decisions and new operational efficiencies across the enterprise.
Your infrastructure, visualized
Monitor and manage your entire data architecture from a single, unified view.
The Moksana Ecosystem
Core
Mōksana Core is the heart of the Mōksana Ecosystem a master 2.75 million + SKU knowledge graph that acts as the single source of truth for all your industrial data. It aggregates and standardizes data on MRO supplies, spare parts, and equipment into one unified model.
Learn more →
API
The Mōksana API is your real-time gateway to the Mōksana Core knowledge graph a precision API that provides on-demand access to the entire standardized SKU universe. Designed for developers and easy integration, the Mōksana API allows your applications, procurement systems, and analytics tools to seamlessly retrieve clean, normalized part data whenever and wherever it’s needed.
Learn more →
Flow
Mōksana Flow is the powerful data ingestion and transformation pipeline that feeds the Mōksana Ecosystem. It gathers raw, messy data from your spreadsheets, ERPs, and supplier databases then automatically cleans, normalizes, and enriches it as it flows into Mōksana Core.
Learn more →
Index
Mōksana Index is an intelligent search engine that makes your entire parts universe instantly discoverable. Powered by machine-learning embeddings, graph search technology, and fuzzy matching algorithms, Index understands the context and relationships behind each part and description.
Learn more →
Engine
Mōksana Engine is the AI-driven brain of the platform the decision logic and similarity algorithm layer that transforms data into decisions. This component continuously analyzes the rich connections in Mōksana Core’s knowledge graph, using advanced analytics and AI algorithms to highlight patterns and insights.
Learn more →
Nexus
Mōksana Nexus is the connectivity hub that links the Mōksana platform to the broader industrial data world. It provides seamless integrations with external systems and data sources from OEM and supplier catalogs to ERP systems and industry databases.
Learn more →The Heart of Your Industrial Data
A unified suite of AI-driven tools designed to ingest, cleanse, and search complex part data, turning fragmented information into a trusted reservoir of industrial truth.
Master Data Platform
By contextualizing and cleansing information from disparate sources, Mōksana Core ensures that every part, component, and asset is represented consistently and accurately.
Standardized Data Access
The Moksana API delivers consistent, up-to-date information about millions of parts and equipment, eliminating the guesswork and inconsistencies that come with siloed databases.
Ingestion & Transformation Pipelines)
Think of Moksana Flow as the purification system for your data: it strips away noise and errors, standardizes terminology and units, and maps each detail to the correct place in our knowledge graph.
Intelligent Search
With Moksana Index, users can search in natural language or partial terms and still find exactly what they need whether it’s a specific MRO spare part, a compatible alternative, or related equipment information.
AI Decision Logic & Similarity Layer
Mōksana Engine can identify equivalent or interchangeable parts, recommend optimized alternatives, flag data inconsistencies, and power predictive models (for example, suggesting the right spare part to prevent equipment downtime).
Integrations & Data Expansion
Through Moksana Nexus, we continuously ingest and synchronize information from trusted external sources, including OEM part specifications and electronic parts catalogs (EPCs), to expand and enrich your data universe.
Partner with Mōksana
Let's Liberate Industrial Data Together.
Mōksana invites OEMs, data providers, system integrators, and technology innovators to join our Mōksana Nexus the connected ecosystem dedicated to liberating industrial data from silos and inconsistency.
As a partner, you’ll integrate your solutions with Mōksana nearly 3 million–SKU industrial knowledge graph and powerful API, enabling you to offer clean, standardized data to your customers. Together, we can accelerate digital transformation in asset-heavy industries, co-create new data-driven services, and unlock greater value for industrial businesses worldwide.
Partner Benefits
-
Extended Reach & New Opportunities: Gain access to Mōksana growing roster of industrial clients seeking enhanced data quality and insights. By plugging into our ecosystem, your products and data services become readily available to customers who need them, expanding your market reach.
-
Seamless Integration: The Mōksana platform is built on open, modern APIs – making it easy to integrate your technology or data into our Mōksana Core data platform. Offering our customers out-of-the-box compatibility with a leading industrial data hub, reducing friction and speeding up deployment.
-
Co-Innovation & Support: Collaborate with Mōksana team of industrial data experts to develop joint solutions. We provide technical guidance, sandbox environments, and co-marketing opportunities to ensure our partnership thrives. You’ll join a network of like-minded innovators working to solve complex data challenges.
-
Boosted Customer Value: Together, we deliver more to the end-users. Your offerings combined with Mōksana clean data and intelligence engine mean faster insights, better decision-making, and perpetual ROI for our joint customers. Become a catalyst in your clients success by helping them achieve true data liberation.
Become a Mōksana Client
Transform Your Operations with Clean Data.
Mōksana empowers industrial companies to break free from data chaos and turn fragmented information into a competitive advantage.
As a client, you gain access to our powerful SKU Master Data Core and advanced machine learning engine to standardize, enrich, and connect your MRO, spare parts, and equipment data across systems.
We handle the complexity of cleansing and integration so your team can focus on faster decisions, improved efficiency, and measurable operational impact.
Client Benefits
-
Data Clarity & Consistency: Eliminate duplicates, mismatched part names, and incomplete records. Access fully normalized, enriched, and reliable data across every asset and system.
-
Improved Operational Efficiency: Identify parts faster, reduce downtime from incorrect orders, and streamline procurement and inventory processes. Clean data drives real productivity gains.
-
Accelerated Digital Transformation: Integrate seamlessly with ERP, EAM, and procurement platforms through our open architecture and precision API. Build a future-ready foundation for analytics, AI, and Industry 4.0 initiatives.
-
Dedicated Support & Expertise: Gain a long-term data partner. Our industrial data specialists support onboarding, customization, and continuous optimization to ensure measurable results.
Let's build something great together
Whether you're looking for a data partner or want to join our network, we'd love to hear from you.