Progress DataDirect Verified Customer Reviews (2026)

SCIKIQ is one of the most innovative AI-native Data & Intelligence platforms for enterprises, built to make enterprise data AI-ready in weeks, not years. Recognized by Forrester among leading AI-augmented data platforms, NASSCOM League of 10, YourStory Tech30, Inc42 and DataIQ, SCIKIQ is trusted by leading global enterprises across the USA, India, UK and UAE. SCIKIQ brings Data Integration, Data Quality, Data Governance, Metadata Management, Data Lineage, Semantic Intelligence, Knowledge Graphs, Conversational Analytics, Generative AI, Data Products and AI Agents together in one unified platform. Unlike traditional data platforms that require enterprises to move or rebuild their technology stack, SCIKIQ works with what you already have. Connect SAP, Salesforce, Oracle, Snowflake, Databricks, AWS, Azure, GCP, data lakes, warehouses and enterprise applications through 200+ pre-built connectors, with no rip-and-replace. What makes SCIKIQ different is Contextual Intelligence. SCIKIQ doesn't just connect data; it helps AI understand its business meaning. Its semantic layer combines business terms, KPI definitions, metadata, lineage, ownership, rules, ontologies and relationships to create a trusted foundation for enterprise AI. Business users can talk to their data in natural language, investigate KPIs, discover root causes and generate insights without SQL. Data teams gain enterprise-grade governance, quality, lineage and control. AI teams get trusted, contextual data for building GenAI applications and intelligent AI agents. Why enterprises choose SCIKIQ AI-ready in 3–6 weeks | 167+ connectors | 99.9% availability | Multi-cloud | No-code | No vendor lock-in | No replatforming Proven production deployments across Manufacturing retail, airlines, logistics, BFSI, Healthcare and others

Denodo is an enterprise data management platform designed to deliver live, unified, governed, and business-ready data for AI agents, analytics, applications, and self-service users. It uses logical data management to connect information across hybrid, multi-cloud, on-premises, SaaS, lakehouse, and third-party environments without moving or duplicating data. The platform helps organizations break down data silos by creating a single trusted access layer over distributed systems. Denodo supports trustworthy AI by giving agents real-time situational awareness, relevant enterprise context, consistent semantics, and compliance guardrails. Its zero-copy approach helps organizations reduce data replication, simplify integration, and avoid delays caused by traditional pipeline-heavy architectures. The platform also provides a personalized data marketplace where users can search, discover, prepare, and use governed data with less IT involvement. Denodo’s governance capabilities enforce consistent policies across cloud and on-premises environments while supporting fine-grained oversight, lineage, and compliance controls. Its real-time query optimization allows teams to make decisions using current data while keeping infrastructure costs under control. Business-contextual semantics help tailor data delivery for different roles, use cases, applications, and AI models. Denodo can support use cases such as AI agents and apps, lakehouse optimization, real-time operations, data products, and enterprise self-service analytics. With faster insight delivery, stronger governance, and trusted data access, Denodo helps organizations create a reliable foundation for agentic AI and modern data-driven operations.

Most businesses are not short of software. They're short of software that works together. Every new initiative depends on data and systems that were never designed to connect. The result: patchwork technology, manual reporting, and AI projects that fail before they reach production. Rayven is the platform + team that fixes this. It sits over what you already have - connecting IT, OT, IoT, files, APIs, and data streams in real-time - and delivers an AI data fabric: the live, unified foundation you need to build apps, automate workflows, and deploy AI that actually works. Technology-agnostic. Connects Microsoft, Google, SAP, Salesforce, proprietary systems, and anything else. The platform is 70% pre-built and ready from day one. The remaining 30% is configured specifically for your business, your data, and the way your teams actually operate. What gets built on top: - Custom apps and operational software. - AI agents that monitor, analyse + act on live data. - Predictive analytics and anomaly detection. - Workflow automations spanning every system you run. - Dashboards, portals, and conversational interfaces. All from one platform. No separate integration layer, BI tool, or AI hosting environment required. Security, governance + hosting built in as standard. Rayven serves businesses from growth-stage to large enterprise across 24+ industries globally. The Australia-based delivery team works with customers across Europe, North America, South America, Africa, and beyond. Delivery: DIY (full platform access), Done-For-You (fixed scope, fixed price, two to 12 weeks) + Hybrid (guided start, then your team takes ownership). More than 600 pre-built connectors. Ten native AI capabilities. More than 240 deployments live. Rated 5/5 across more than 140 independent reviews.