Alternatives to Modern DataOS
Compare Modern DataOS alternatives for your business or organization using the curated list below. SourceForge ranks the best alternatives to Modern DataOS in 2026. Compare features, ratings, user reviews, pricing, and more from Modern DataOS competitors and alternatives in order to make an informed decision for your business.
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DataHub
DataHub
DataHub Cloud is an event-driven AI & Data Context Platform that uses active metadata for real-time visibility across your entire data ecosystem. Unlike traditional data catalogs that provide outdated snapshots, DataHub Cloud instantly propagates changes, automatically enforces policies, and connects every data source across platforms with 100+ pre-built connectors. Built on an open source foundation with a thriving community of 13,000+ members, DataHub gives you unmatched flexibility to customize and extend without vendor lock-in. DataHub Cloud is a modern metadata platform with REST and GraphQL APIs that optimize performance for complex queries, essential for AI-ready data management and ML lifecycle support. -
2
Peekdata
Peekdata
Consume data from any database, organize it into consistent metrics, and use it with every app. Build your Data and Reporting APIs faster with automated SQL generation, query optimization, access control, consistent metrics definitions, and API design. It takes only days to wrap any data source with a single reference Data API and simplify access to reporting and analytics data across your teams. Make it easy for data engineers and application developers to access the data from any source in a streamlined manner. - The single schema-less Data API endpoint - Review and configure metrics and dimensions in one place via UI - Data model visualization to make faster decisions - Data Export management scheduling AP Ready-to-use Report Builder and JavaScript components for charting libraries (Highcharts, BizCharts, Chart.js, etc.) makes it easy to embed data-rich functionality into your products. And you will not have to make custom report queries anymore!Starting Price: $349 per month -
3
SAP HANA Cloud
SAP
SAP HANA Cloud is a fully managed in-memory cloud database as a service (DBaaS). As the cloud-based data foundation for SAP Business Technology Platform, it integrates data from across the enterprise, enabling faster decisions based on live data. Build data solutions with modern architectures and gain business-ready insights in real-time. As the data foundation for SAP Business Technology Platform, the SAP HANA Cloud database offers the power of SAP HANA in the cloud. Scale to your needs, process business data of all types, and perform advanced analytics on live transactions without tuning for fast, improved decision-making. Connect to distributed data with native integration, develop applications and tools across clouds and on-premise, and store volatile data. Tap business-ready information by creating one source of truth and enable security, privacy, and anonymization with enterprise reliability. -
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Cube
Cube Dev
Cube is a platform that provides a universal semantic layer to simplify and unify enterprise data management and analytics. By transforming how data is managed, Cube eliminates the need for inconsistent models and metrics, delivering trusted data to users while making it AI-ready. This platform helps organizations scale their data infrastructure by integrating disparate data sources and creating consistent metrics that can be used across teams. Cube is designed for enterprises looking to enhance their analytics capabilities, make their data accessible, and power AI-driven insights with ease. -
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Kater.ai
Kater.ai
Kater is built for data professionals and data inquisitors. All organized data products are immediately usable by anyone who has a data question, without knowing a lick of SQL. Kater aims to bridge the ownership of data across all business domains in your company. Butler securely connects to your data warehouse's metadata and objects to help you code, discover data, and so much more. Optimize your data for AI with automatic intelligent labeling, categorization, and data curation. We help you define your semantic layer, metric layer, and general documentation. Validated answers are stored in the query bank for smarter, more accurate responses. -
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Anzo
Cambridge Semantics
Anzo is a modern data discovery and integration platform that lets anyone find, connect and blend any enterprise data into analytics-ready datasets. Anzo’s unique use of semantics and graph data models makes it practical for the first time for virtually anyone in your organization – from skilled data scientists to novice business users – to drive the data discovery and integration process and build their own analytics-ready datasets. Anzo’s graph data models provide business users with a visual map of enterprise data that is easy to understand and navigate, even when your data is vast, siloed and complex. Semantics add business content to data, allowing users to harmonize data based on shared definitions and build blended, business-ready data on demand. -
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Codd AI
Codd AI
Codd AI solves one of the biggest problems in analytics: making data truly business-ready. Instead of teams spending weeks manually mapping schemas, building models, and defining metrics, Codd uses generative AI to automatically create a context-aware semantic layer that aligns technical data with your business language. That means business users can ask questions in plain English and get accurate, governed answers instantly—through BI tools, conversational AI, or any endpoint. With governance and auditability built in, Codd makes analytics faster, clearer, and more trustworthy. Codd AI ingests both technical metadata from your database, as well as business rules and logic to use AI to auto-generate the most comprehensive semantic layer. This semantic layer is embedded in an intelligent query agent to power natural language (NLP) conversational analytics or power traditional BI toolsStarting Price: $25k per year -
8
Timbr.ai
Timbr.ai
Timbr is the ontology-based semantic layer used by leading enterprises to make faster, better decisions with ontologies that transform structured data into AI-ready knowledge. By unifying enterprise data into a SQL-queryable knowledge graph, Timbr makes relationships, metrics, and context explicit, enabling both humans and AI to reason over data with accuracy and speed. Its open, modular architecture connects directly to existing data sources, virtualizing and governing them without replication. The result is a dynamic, easily accessible model that powers analytics, automation, and LLMs through SQL, APIs, SDKs, and natural language. Timbr lets organizations operationalize AI on their data - securely, transparently, and without dependence on proprietary stacks - maximizing data ROI and enabling teams to focus on solving problems instead of managing complexity.Starting Price: $599/month -
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Alkemi
Alkemi
Alkemi’s flagship product, DataLab, is a secure AI-native workspace that connects directly to your company’s governed data from sources like Snowflake, BigQuery, Databricks, or simple CSV uploads and lets users ask questions in plain English to get instant, transparent answers, charts, and recommendations with no SQL or analysts required. DataLab indexes and analyzes your data inside a private, secure environment so every insight is traceable and verifiable, and your data never leaves your control, protecting intellectual property and governance. It bridges the gap between complex data stores and everyday decision-making by combining the clarity of business intelligence with conversational AI to reduce BI backlogs and speed decisions for marketing, finance, product, sales, operations, and more. DataLab also enables data providers to turn datasets into interactive, AI-ready experiences that buyers can explore securely without exposing raw data, and accelerating data discovery. -
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Stardog
Stardog Union
With ready access to the richest flexible semantic layer, explainable AI, and reusable data modeling, data engineers and scientists can be 95% more productive — create and expand semantic data models, understand any data interrelationship, and run federated queries to speed time to insight. Stardog offers the most advanced graph data virtualization and high-performance graph database — up to 57x better price/performance — to connect any data lakehouse, warehouse or enterprise data source without moving or copying data. Scale use cases and users at lower infrastructure cost. Stardog’s inference engine intelligently applies expert knowledge dynamically at query time to uncover hidden patterns or unexpected insights in relationships that enable better data-informed decisions and business outcomes.Starting Price: $0 -
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Activate business-ready data for AI and analytics with intelligent cataloging, backed by active metadata and policy management. IBM Watson® Knowledge Catalog is a data catalog tool that powers intelligent, self-service discovery of data, models and more. The cloud-based enterprise metadata repository activates information for AI, machine learning (ML) and deep learning. Access, curate, categorize and share data, knowledge assets and their relationships, wherever they reside. Organize, define and manage enterprise data to provide the right context and drive value across needs like regulatory compliance and data monetization. Protect data, manage compliance and audit-readiness, and maintain client trust with active policy management and dynamic masking of sensitive data. Consume and transform data at the speed of business with intuitive dashboards and flows that can be shared with peers or analytics tools.Starting Price: $300 per instance
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1Platform
Polestar Analytics
1Platform is a data engineering, analytics, and AI/ML software and services platform that helps organizations unify, prepare, and analyze data to generate business-ready intelligence and automated insights; it blends advanced data engineering with generative AI, autonomous agents, and business intelligence capabilities so enterprises can move from raw data to measurable outcomes and strategic decisions. It supports end-to-end data workflows, including data orchestration, analytics plays, AI assistants (agentic and generative), and pre-built machine learning models that accelerate insights across sales, supply chain, finance, and operations while making data governance, integration, and readiness easier. Polestar’s ecosystem also includes tools for AI-led decision support and analytics dashboards, and it emphasizes scalable, cloud-ready infrastructure that connects with major hyperscalers and partners like Databricks to build an AI-ready data foundation. -
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Imagia EVIDENS
Imagia
EVIDENS, our AI platform enables digital cohort discovery, research, collaboration, and insight sharing on hospital-wide data sets. Quickly annotate and link your data into AI-ready data sets. Quickly filter populations based on clinical outcomes or demographics. Filter populations with limitless keywords by training AI models to search with them. Explore and create criteria to identify cohorts with smart AI assistance. Quickly train AI models to automate analysis and categorize data into groups. Output AI-ready cohorts to test your study’s clinical hypothesis. Easily view the status and tasks for all your projects and collaborators. View and follow activity based on your research interests and projects. Use collaborative tools to work in parallel to create, train and validate AI models. -
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Riff
Riff
Business-ready vibe coding - Riff is the only fully-integrated vibe coding platform. Build production-ready apps and agents connected to your data and tech stack in minutes.Starting Price: $49 per month -
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Match Data Pro
Match Data Pro
Match Data Pro is an intelligent data quality management tool designed to unify, cleanse, profile, match, deduplicate, and merge records from multiple files, databases, and systems with speed and precision. It provides advanced AI-ready fuzzy matching and configurable rule-based logic that detects duplicates and inconsistencies across large datasets, helping you fix errors, standardize formats, and create reliable golden records without coding. It supports comprehensive data profiling with key metrics to uncover quality issues before processing, powerful data cleansing tools to normalize and standardize information, and address verification capabilities to improve accuracy. Match Data Pro includes Senzing AI entity resolution and customizable matching algorithms that handle slight variations in data, high-performance processing that scales to millions of records, and project job automation with scheduling, reusable rules, and API integrations.Starting Price: $27 per month -
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DataFirst AI
Jade Global
DataFirst AI by Jade Global is a comprehensive platform that ensures your data is ready for AI success. Assess, enrich, and improve data quality across multiple domains to unlock actionable insights and drive business outcomes. Reduce risks, improve decision-making, and accelerate AI adoption with a structured, enterprise-grade approach. Key Features: - Multi-dimensional data assessment & maturity scoring - Gap analysis and readiness heatmaps - Automated data cleansing and enrichment - AI-ready data transformation Benefits: - Achieve up to 95%+ data quality - Reduce AI project failure risks - Enable faster, smarter AI implementations -
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MPS IntelliVector
Multipass Solutions
Extract business data from any printed or handwritten document, form, cheque, invoice, email or any other source. Automatically transform unstructured printed or handwritten customer data, into structured, digital, business-ready data. Export the processed business-ready data directly into enterprise systems, databases, LOBs, or business workflows. No matter how much digitization or automation is going on, paper is still used in businesses all over the world. Large companies and organizations still struggle with unorganized paper and digital documents clogging their workflows. Time and money are constantly spent on integrating automated solutions which, in the end, still require internal employees to participate in the processing, lowering overall work efficiency and multiplying processing costs. In the end, companies need to compromise and give up on cost-effectiveness, speed, accuracy or data confidentiality. -
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Synaptic
Synaptic
We enable Private Equity and Venture Capital investors to leverage the power of alternative data for sourcing, tracking, and due diligence. Alternative data provides rich signals on the universe of private companies, solving the problem of sparse availability of financial or traditional data. The most effective way to unlock investment insights is to build a holistic view of companies by consolidating alternative datasets to analyze their performance. Credit card data, retention cohorts, and bank transaction data. Product ratings, Net Promoter Scores, and user reviews. Web and mobile activity across domains and devices. Find companies relevant to you with detailed query-based searches. Get performance signals on companies with multi-metric analysis. Use our AI-suggested peer comparison, or set up your own peer group for the companies you want to track. -
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Coginiti
Coginiti
Coginiti, the AI-enabled enterprise data workspace, empowers everyone to get consistent answers fast to any business question. Accelerating the analytic development lifecycle from development to certification, Coginiti makes it easy for you to search and find approved metrics for your use case. Coginiti integrates all the functionality you need to build, approve, version, and curate analytics across all business domains for reuse, all while adhering to your data governance policy and standards. Data and analytic teams in the insurance, financial services, healthcare, and retail/consumer package goods industries trust Coginiti’s collaborative data workspace to deliver value to their customers.Starting Price: $189/user/year -
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OneLayer Bridge
OneLayer
OneLayer Bridge is a Zero-Trust security and asset-management platform tailored for enterprise private 5G/LTE networks, offering comprehensive visibility, segmentation, and device control for connected assets across IoT, OT, and cellular domains. It provides real-time discovery and fingerprinting of all devices on private cellular networks, extending beyond traditional IT tools to include routers, hotspots, SIM-based assets and devices behind cellular NAT. The platform allows context-based segmentation and enforcement of policies to stop lateral movement, delivers analytics for connectivity, quality of service and performance metrics, and supports full lifecycle asset management with zero-touch onboarding, geofencing, and persistent tracking. OneLayer Bridge integrates with existing security stacks and cellular core infrastructure, bridging the gap between mobile packet cores and enterprise IT/OT systems. -
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Mindfuel
Mindfuel
Mindfuel empowers business and data teams to discover and prioritize the most impactful use cases by evaluating them against company goals and key metrics. Directly connect data and analytics products to business opportunities to enhance decision-making and streamline resource allocation, ensuring each product, from concept to initiative, demonstrates measurable value, and business impact. Create a culture of transparency and strategic foresight. Gather all your resources for improved discovery and data product reuse, ensuring value generation, and visibility throughout the entire lifecycle from conception to adoption. -
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Accuris
Accuris
Accuris is a leading provider of AI-powered digital engineering solutions, offering a suite of tools designed to streamline engineering workflows, enhance compliance, and accelerate innovation. Our flagship product, Engineering Workbench Professional, integrates over 2.8 million industry standards, codes, and specifications into a centralized platform, enabling engineers to access and apply critical information efficiently. Key features include AI-driven semantic search, Smart Compare for document version analysis, and micro-alerts for real-time updates on standards changes. Accuris Thread complements this by automating the extraction and management of requirements across the engineering lifecycle, enhancing traceability and collaboration. Goldfire, another core offering, utilizes AI to provide precise answers to technical questions by understanding and analyzing vast engineering data sets. -
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Documentation.AI
Documentation.AI
Documentation.AI is an AI documentation platform designed to simplify the creation, publishing, and maintenance of technical, API, product, and software documentation. The platform combines intelligent authoring tools, semantic structuring, and automation to keep documentation consistent, accurate, and accessible. Teams can create structured content with reusable components, responsive layouts, and version control that integrates directly with Git. This ensures documentation evolves alongside code and product updates, reducing the risk of outdated or conflicting information. Interactive API documentation and playgrounds allow developers to explore and test endpoints, improving onboarding and adoption of services. Documentation.AI also features intelligent search with cited answers, transforming documentation into an interactive knowledge base for users. With support for AI-ready standards like llms.txt and Model Context Protocol, documentation becomes usable by both humans and AIStarting Price: $59/month -
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Muspell HDP
314e Corporation
Muspell HDP by 314e Corporation is a cloud-native, FHIR-native modern data warehouse built specifically for healthcare operators. It uses the FHIR standard at its core to integrate disparate data types, such as patient records, claims, and lab results, into a unified and standardized format, reducing complexity and cost associated with custom models. It is scalable, capable of handling data for tens of thousands to millions of patients while delivering high performance. It includes pre-built analytics dashboards and templates for healthcare metrics (such as HEDIS, eCQM, QIP), curated reference datasets (e.g., Hospital Price Transparency, NPPES), and managed ETL services that keep data fresh, near-real time. The user interface is designed for non-engineers to build charts, dashboards, and queries easily. Features also include AI-ready infrastructure (natural language queries, predictive analytics), and built-in compliance and security, including HIPAA and HITRUST standards. -
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Coursica
Coursica
With many universities going fully remote, students may be considering taking a gap year. There will be far less opportunity to meet new friends, have new experiences, and to live in a dorm. In addition, many universities are not reducing their fees and tuition rates, meaning students are getting less value for their money. This means a gap year is attractive to students wanting to find more economical ways to learn and grow. OpenSesame has online courses that develop productive and admired workforces and is partnering with companies looking for skilled, business-ready interns. Today’s student is looking to advance their purpose by strengthening their skills. Our courses are created & curated to help you progress in your career. Get focused knowledge from the leaders in your industry and stay ahead of your peers. Gain access to paid internship opportunities with OpenSesame’s network of partners. -
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Cortellis
Clarivate
Unlock hidden insights in data using the Cortellis™ suite of life science intelligence solutions – so you can make better informed decisions along the entire R&D lifecycle. We’ve removed the hard work of finding, integrating, and analyzing data so you can focus on the critical decisions needed to get your products to market faster. Applying a unique depth, breadth and quality of data that is enriched with deep domain knowledge, industry understanding, and therapeutic expertise, Cortellis unlocks hidden insights to drive data-driven decisions that accelerate innovation. Get precise, actionable answers to your specific questions across the R&D lifecycle with the broadest and deepest sources of intelligence. Accelerate innovation with Cortellis as an indispensable part of your daily workflow. -
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StoredIQ
Breakwater
StoredIQ for information governance, for legal, for policy management, and StoredIQ InstaScan. StoredIQ provides a holistic solution for addressing data management challenges relating to compliance, e-discovery, records management, storage optimization, and data migration. Robust electronic discovery (eDiscovery) process management from hold notification to identification, preservation, and collection. Intelligent file analysis tool that leverages automation and statistical sampling models to identify risk hot spots in unstructured cloud data. Helps eliminate information management risks by offering centralized retention controls to support your business and legal requirements. By providing an in-depth assessment of unstructured data across the enterprise and where it resides, Breakwater can help your organization implement business-ready data and drive your organization’s digital transformation. -
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Beye
Beye
Beye is an AI-native generative business intelligence platform that ingests and auto-cleans raw data from spreadsheets, ERPs, and cloud apps, into unified, AI-optimized dataverses in weeks rather than months. Its generative BI agent auto-builds your first data model and starter dashboards around your specific use case, applying metadata and semantic layers, measure creation, and data preparation without manual effort. Business users, managers, and executives can ask questions in plain English, no SQL or dashboard navigation required, to receive instant, high-fidelity analytics, contextualized insights, and root-cause explanations with traceable queries. It integrates seamlessly with SAP, Snowflake, Salesforce, NetSuite, and over 50 additional sources, supports collaborative channels and custom metrics, and validates answers through AI-driven workflows. -
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Aiimi
Aiimi
Aiimi’s Workplace AI platform is an enterprise-scale AI and data management solution that connects all structured and unstructured data across an organization through a single Virtual Data Layer, enabling secure, scalable AI-powered search, analysis, automation, and actionable insights. It uses AI, machine learning, and Retrieval Augmented Generation (RAG) to discover, classify, enrich, and govern data at scale, turning fragmented information into trusted, “AI-ready” datasets that support natural language search, contextual chat and assistant features, advanced Q&A, and visualizations like knowledge graphs and timelines. It automates complex processes such as data governance, compliance monitoring, data quality improvement, DSAR/disclosure handling, and cloud/legacy system migration, while preserving access controls, permissions, and audit trails. -
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evergreen
sa.global
evergreen is sa.global’s next-generation, cloud solution built specifically for project-based businesses like law firms, accounting firms, architecture, engineering, and construction management businesses, Advertising and marketing agencies, Contract Research Organizations, and IT Services firms to address the entire value chain. The solution works as a processing and transactional engine for core functions like opportunity lifecycle, project management, scheduling, forecasting, time and billing, revenue recognition, and onboarding. Built on the Microsoft Cloud Platform, evergreen integrates your data, business logic, and processes for efficient project, accounting, financial, and resource management. You can extend the capabilities of evergreen by leveraging our empower suite of solutions. What’s more, you can now accelerate the value gained from evergreen with sa.go!, our unique business-ready bundle of SaaS products and services. -
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Kyvos Semantic Layer
Kyvos Insights
Kyvos is a semantic layer for AI and BI. It gives enterprises a single, consistent, business-friendly view of their data for trusted AI and BI — eliminating metric drift across BI tools, and grounding AI in governed semantic context for higher accuracy. Kyvos delivers lightning-fast analytics at massive scale and high concurrency, including richer multidimensional analytics on the cloud, while helping organizations control costs without performance trade-offs. -
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Orbit
Orbit
Orbit is an AI-powered financial intelligence software built to transform unstructured and structured financial data into actionable insights with accuracy, transparency, and scalability. It combines an advanced AI Studio with a comprehensive knowledge base of tens of millions of documents covering thousands of companies globally to automate workflows and streamline complex research tasks. It integrates powerful AI models and pre-built analytical tools to enhance competitor intelligence, due diligence, risk and compliance monitoring, earnings analysis, investment research, and ESG evaluation, allowing deep analysis at enterprise scale. Orbit’s modular architecture includes components such as Orbit Insight for decision intelligence, AI-ready knowledge bases for vast financial content, and tools to standardize and process diverse data sources quickly. Users can conduct semantic search and chat, automate data extraction, build custom knowledge bases, and deploy analytical agents.Starting Price: $101.38 per month -
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LiveSource
WiseTech Global
Blume Global’s solution for manufacturers (Livesource) is a purpose-built platform for managing the entire direct material lifecycle, from sourcing and supplier collaboration to quality management and inbound logistics execution. Designed for complex, global supply chains, Blume connects engineering, procurement, and logistics teams with suppliers on a unified, BOM-centric platform. With integrated APQP, PPAP, RFQ, ASN, and packaging workflows, manufacturers gain real-time control over part-level risk, supplier performance, and production readiness. The platform delivers insights powered by AI-ready data and provides true multimodal visibility across transportation modes. Blume’s modular platform integrates seamlessly with ERP and PLM systems, accelerates supplier onboarding, reduces order cycle time by up to 90%, and improves on-time delivery by 18% without the need to replace your existing systems. -
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Openkoda
Openkoda
Openkoda is an application development platform purpose‑built for the needs of the insurance sector. It lets carriers, insurtech, MGAs, insurtech start‑ups and service vendors stand up full‑featured web apps, APIs and internal tools in a fraction of the time traditional development requires - while still giving the team full ownership of the source code. The platform is built upon an open‑source stack which guarantees freedom from vendor lock‑in. A modular architecture with pre‑built templates accelerates common insurance flows - policy issuance, claims, endorsements, renewals, yet everything runs in containerised environments that scale horizontally and charge no per‑user fees. Openkoda ships with domain‑specific accelerators: an AI‑ready policy‑administration core, claims workbenches, embedded‑insurance checkout components, and underwriter dashboards that can pull external risk data or trigger machine‑learning models.Starting Price: $4000/month -
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IBM Engineering Lifecycle Management (ELM) is a comprehensive end-to-end engineering solution that stands at the forefront of the market, seamlessly guiding you from requirements to systems design, workflow, and test management, extending the functionality of ALM tools for better complex-systems development. By adopting an end-to-end view across the entire product lifecycle, enabling a digital foundation for data traceability, you can more easily track changes to minimize risk and reduce costs. Conquer complexity from design to execution, unite teams through digital thread, leverage modelling and reuse, harness insights from automated reporting, and confidently operate at scale laying the foundation for innovation. The bi-directional data in the digital thread will enable functional, software, mechanical, and electrical engineering domains with a single source of truth.
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Cumulocity
Cumulocity GmbH
Cumulocity offers an enterprise-grade AIoT platform that connects & manages assets efficiently, transforms raw device data into AI-ready data, and orchestrates innovation from cloud to edge, combined with a team of experts and a large ecosystem of device, technology, and implementation partners to achieve lasting customer success. Cumulocity is the preferred choice for industrial equipment makers to develop high-value digital services and is trusted by leading companies worldwide as their partner, knowing they have access to the software and services needed to power their smart connected products in manufacturing, fleet management, consumer electronics, and more.Starting Price: $215 -
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Dremio
Dremio
Dremio delivers lightning-fast queries and a self-service semantic layer directly on your data lake storage. No moving data to proprietary data warehouses, no cubes, no aggregation tables or extracts. Just flexibility and control for data architects, and self-service for data consumers. Dremio technologies like Data Reflections, Columnar Cloud Cache (C3) and Predictive Pipelining work alongside Apache Arrow to make queries on your data lake storage very, very fast. An abstraction layer enables IT to apply security and business meaning, while enabling analysts and data scientists to explore data and derive new virtual datasets. Dremio’s semantic layer is an integrated, searchable catalog that indexes all of your metadata, so business users can easily make sense of your data. Virtual datasets and spaces make up the semantic layer, and are all indexed and searchable. -
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Mixedbread
Mixedbread
Mixedbread is a fully-managed AI search engine that allows users to build production-ready AI search and Retrieval-Augmented Generation (RAG) applications. It offers a complete AI search stack, including vector stores, embedding and reranking models, and document parsing. Users can transform raw data into intelligent search experiences that power AI agents, chatbots, and knowledge systems without the complexity. It integrates with tools like Google Drive, SharePoint, Notion, and Slack. Its vector stores enable users to build production search engines in minutes, supporting over 100 languages. Mixedbread's embedding and reranking models have achieved over 50 million downloads and outperform OpenAI in semantic search and RAG tasks while remaining open-source and cost-effective. The document parser extracts text, tables, and layouts from PDFs, images, and complex documents, providing clean, AI-ready content without manual preprocessing. -
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OpenText ALM Quality Center
OpenText
OpenText™ ALM Quality Center serves as the single pane of glass for software quality management. It helps you govern application lifecycle management activities and implement rigorous, auditable lifecycle processes. Leverage the reusability, traceability, and automation of ALM tools to improve efficiency in developing, testing, and maintaining applications. Automate result collection and gain real-time visibility into application quality, eliminating time-consuming and error-prone human processes. Enforce standard process with built-in ALM workflows and templates. Ensure compliance with detailed change tracking and a risk-based approach. Build an automated, vendor-neutral ecosystem for data consolidation across your application lifecycle with out-of-the-box integrations and APIs. Meet your scalability, security, and application architecture requirements with the deployment option of your choice – on-premises, cloud, or SaaS. -
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Edka
Edka
Edka automates the creation of a production‑ready Platform as a Service (PaaS) on top of standard cloud virtual machines and Kubernetes. It reduces the manual effort required to run applications on Kubernetes by providing preconfigured open source add-ons that turn a Kubernetes cluster into a full-fledged PaaS. Edka simplifies Kubernetes operations by organizing them into layers: Layer 1: Cluster provisioning – A simple UI to provision a k3s-based cluster. You can create a cluster in one click using the default values. Layer 2: Add-ons - One-click deploy for metrics-server, cert-manager, and various operators; preconfigured for Hetzner, no extra setup required. Layer 3: Applications - Minimal config UIs for apps built on top of add-ons. Layer 4: Deployments - Edka updates deployments automatically (with semantic versioning rules), supports instant rollbacks, autoscaling, persistent volumes, secrets/env imports, and quick public exposure.Starting Price: €0 -
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Propelo
Propelo
Find your high points and overcome hidden bottlenecks. Actionable insights to improve efficiency and agile velocity in every stage of your DevOps lifecycle. Connect data across Jira, Jenkins, GitHub, GitLab, Azure DevOps, SonarQube & many more. Software metrics and insights for agile velocity, quality, security and data hygiene. Customizable dashboards with the ability to roll up or drill down into details. Build high-quality products faster, deliver customer-centric outcomes. Improve data hygiene, drive process efficiency. Build a culture of collaboration and appreciation, improve retention. Monitor quality of requirements definition, acceptance criteria, agile sprint plans. Automate issue routing & task reminders, reduce unproductive wait times. Early risk warnings on sprint slips. Make decisions based on customer impact. Timely reminders to accelerate PR reviews & merges, improve velocity. Conditionally automate repeated task sequences, reducing cognitive overload. -
42
Enrich Layer
Enrich Layer
Enrich Layer is a B2B data enrichment platform and unified API that provides developers and technical teams with comprehensive, up-to-date intelligence on people, companies, job postings, and web signals so applications and internal systems can enrich user and prospect data without juggling multiple vendors; it aggregates and normalizes public and structured data into one consistent RESTful JSON API that lets users fetch detailed professional profiles with work history, education, skills, contact info, firmographics such as revenue and industry, and dynamic market signals like active job openings and SEO momentum to support CRM enrichment, lead scoring, recruitment tools, sales intelligence, and analytical products. Enrich Layer combines multiple curated data sources into a single layer that scales with usage and supports powerful query capabilities across people, company, and jobs datasets with bulk endpoints and webhooks so teams can automate enrichment workflows.Starting Price: $588 per year -
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Kovair ALM
Kovair Software
Kovair ALM is an integrated, collaborative, and mouse click-configurable platform that offers holistic capabilities to all phases of Application Lifecycle Management including Project Management, Requirements Management, Development, and Testing & Quality Assurance. Powered by capabilities like end-to-end traceability and real-time reporting using the data from all phases of the lifecycle, Kovair ALM provides a Single Source Truth for all users involved in each of the lifecycle phases. Kovair ALM with capabilities like task-based workflow coupled with notification and business rules, enables organizations to implement and enforce centralized governance across all the phases of a project lifecycle. This leads to the elimination of manual handoffs between teams, cost reduction, process automation across various lifecycle phases, and enhanced product quality by ensuring compliance with different industry standards. Check Value Propositions for the Kovair ALM Platform. -
44
SystemLink
NI
SystemLink eliminates the manual tasks when keeping test systems current and healthy. From automating updates to monitoring system health, SystemLink delivers key information that improves situational awareness and test readiness to help you deliver quality across the product lifecycle. With SystemLink, you ensure that software configurations are accurate, and that test equipment complies with calibration and quality standards. Leveraging an automation and connectivity platform, SystemLink aggregates test and measurement data from all test systems into a centralized data repository. Users have ready access to asset utilization, calibration forecasts as well as test result history, trends, and production metrics data to make proactive decisions on the capital expense, maintenance events, and test or product modifications. -
45
Synternet
Synternet
Today, builders face barriers to accessing real-time, reliable data across different blockchains. They rely on fragmented, centralized data sources and unreliable infrastructure, slowing development and adoption. Synternet offers a solution by providing permissionless real-time data infrastructure that empowers developers to build the next generation of cross-chain DApps by utilizing composable data streams. Synternet and its data layer power data infrastructure for projects building in AI, DeFi, DePIN, trading, IoT, gaming, governance, and other spaces. Access real-time data to power complex models on-chain. Build decentralized machine learning models that can leverage cross-chain data and events. Verify ownership by cross-referencing on-chain data. This enables checking provenance across multiple sources of truth, regardless of what chain you’re using. Stream real-world sensor data to your blockchain application. -
46
Holistics
Holistics Software
Holistics allows everyone to answer their own data questions without bothering technical teams. No more "request queue frustration" for both business and data teams. Holistics lets Data Team define and curate a set of business metrics, and allow business users to get their own data without writing SQL or bothering Data Team. Data Team builds a central definition of metrics using Holistics, then curate selected datasets to expose to business users. Business users analyze and build their own reports & charts without writing SQL or relying on technical colleagues. Share insights with stakeholders with a single click. Push insights via email, Slack, webhooks & more. Stop waiting days for data! Tired of waiting for answers from an overworked data team? Create your own dashboards from a curated set of business metrics. Use drill-throughs on your favourite dashboards. Get alerts when something important happens.Starting Price: $50 per month -
47
Dcycle
Dcycle
Dcycle is a comprehensive ESG (environmental, social, governance) and sustainability-management platform that centralizes all non-financial company data, from emissions, resource use, and waste to supply-chain and life-cycle impact, into a single, unified workspace. It lets companies upload data in any format (Excel, CSV, PDFs, scanned documents, images), automatically organizes and verifies that data (including OCR support for scanned documents), and links it to projects or compliance workflows so teams can collaborate with full visibility, traceability, and version control. With Dcycle, you can build custom sustainability or emissions-reduction projects, assign owners and deadlines, track live progress, and coordinate tasks across departments. It calculates carbon footprints (Scopes 1, 2, and 3), supports life-cycle assessments, and transforms raw metrics into real-time dashboards and KPIs, so you identify environmental hotspots, inefficiencies, or resource-use spikes. -
48
AutoDiscovery
Butler Scientifics
AutoDiscovery is an intelligent automated exploratory data analysis software that helps biomed researchers unveiling complex relationships hidden in the data files of scientific experiments and clinical trials. AutoDiscovery automatically evaluates the proper statistical tests to assess the relationships between every combination of variables at every individual subset of your data. Cause-effect potential, false discovery rates, small-complex data, groups and treatments and traceability of results are common biomed research needs specifically covered by AutoDiscovery. AutoDiscovery is targeted to Principal Investigators with very little time for data analysis and limited statistical knowledge focused on productive, high impact research.Starting Price: €1.795 per year -
49
Lyric
Lyric
Lyric is a unified, four-layer supply chain decision intelligence platform that enables organizations to model, plan, and operate their supply chains at the speed of business. Its data layer offers enterprise-grade data management with preconfigured integrations and powerful transformation capabilities for seamless scaling. The algorithms layer provides out-of-the-box engines to model and optimize networks, transportation, and inventory, alongside a composable modeling environment that lets analysts integrate data, extend science, and deliver tailored interfaces. The workflows layer empowers users to orchestrate and innovate with ready-made apps, configurable processes, and flexible science-as-a-service integrations that retrofit to existing systems. The models & apps layer accelerates planning and execution by democratizing decision science, surfacing forecasting, routing, scheduling, and forensics tools in business-digestible formats to drive continuous improvement. -
50
Wavo
Wavo
We’ve released a revolutionary big data platform that gathers all information about a music business, providing a single source of truth for decisions. Every music business has hundreds of data sources. But they are siloed and fragmented. Our platform identifies and connects them to build a foundation of quality data that can be applied to all daily music business operations. To work efficiently and securely—and to surface valuable insight no one else can—record labels and agencies require a sophisticated data management and governance system, so that data is available, relevant, and usable at all times. As data sources are ingested into Wavo’s Big Data Platform, machine learning is deployed to tag data based on personalized templates, making it easy to access and drill-down into important information. This enables everyone in a music business to activate and deliver business-ready data, backed up and organized for immediate value.
