Alternatives to QuantumLayers
Compare QuantumLayers alternatives for your business or organization using the curated list below. SourceForge ranks the best alternatives to QuantumLayers in 2026. Compare features, ratings, user reviews, pricing, and more from QuantumLayers competitors and alternatives in order to make an informed decision for your business.
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1
Dataiku
Dataiku
Dataiku is an enterprise AI platform designed to help organizations move from fragmented AI efforts to fully scalable and governed AI success. It brings together people, data, and technology into a single system that enables collaboration between domain experts and technical teams. The platform allows users to build, deploy, and manage AI models, analytics workflows, and AI agents with greater efficiency. Dataiku emphasizes orchestration by connecting data sources, applications, and machine learning processes into unified pipelines. It also provides strong governance capabilities, helping organizations monitor performance, control costs, and reduce risks across AI initiatives. Businesses across industries use Dataiku to modernize analytics, automate workflows, and scale machine learning across teams. With proven results from global enterprises, the platform supports faster innovation and measurable ROI through AI-driven solutions. -
2
Graphed
Graphed
Graphed is an AI-driven business intelligence and analytics platform that helps teams connect all their data sources in minutes without technical skills and transform them into real-time dashboards, charts, reports, and insights with a conversational experience instead of manual BI tooling. Users can link platforms such as Google Analytics, Shopify, Stripe, Salesforce, Postgres, Google Sheets, Klaviyo, ad platforms, and CRM systems to create a unified data warehouse and eliminate fragmented reporting, letting the system manage the data pipeline, storage, and visualization. Once connected, teams can ask plain-English questions of their data and receive automatically generated visualizations, analysis, and explanations that reveal performance trends, underperforming campaigns, revenue drivers, churn metrics, pipeline health, and other business KPIs without writing queries or building charts manually. -
3
ClarityQ
ClarityQ Inc
ClarityQ is an AI data analytics platform for data, product, and business teams. It connects to warehouses such as Snowflake, BigQuery, Redshift, Databricks, PostgreSQL, Athena, and Azure Synapse, where users ask questions in natural language and receive analysis, visualizations, insights, and action plans without remodeling data. Its automatically maintained Context Layer organizes business logic, metric definitions, and table relationships, with changes tracked for review. Answers can show reasoning, generated SQL, and data sources; validation checks results, and follow-up questions clarify ambiguity. Teams create dashboards from prompts, schedule reports to Slack or email, and share results with role-aware access controls. The platform is read-only by default and offers an open API, SOC 2 Type II and GDPR compliance, Private Link, and single-tenant options. Use cases include product, growth, and business analysis for gaming, SaaS, e-commerce, and consumer app companies.Starting Price: $499/month -
4
Datastripes
Datastripes
DataStripes is a browser-native, no-code data analysis and visualization platform that helps users turn raw data into interactive charts, dashboards, and narrated insights without programming or backend setup by letting them drag and drop data and build modular analysis flows using a visual node-based editor; users can import data from sources like CSV, Excel, PostgreSQL, and Snowflake, connect logic blocks to filter, group, aggregate, and visualize patterns instantly, and then ask natural language questions to generate AI-powered explanations and even audio-narrated dashboards or podcasts summarizing key trends. All computation happens locally in the browser (privacy-first with no cloud upload), and the platform’s AI analyzes patterns and generates shareable insights that are CEO-ready and easy to understand, eliminating manual spreadsheet grunt work while empowering users to uncover hidden trends and storylines. -
5
TalkBI
TalkBI
TalkBI is a conversational business intelligence platform designed to make data analysis as simple as asking questions in natural language. It allows users to query their databases in plain English and instantly receive real-time insights, eliminating the need to write complex SQL or build manual reports. Each interaction builds on the previous one, enabling a continuous conversational exploration of data that helps teams uncover deeper patterns and metrics more efficiently. TalkBI connects directly to common SQL databases such as PostgreSQL and MySQL and generates automatic visualizations, including charts, graphs, and dashboards that adapt to the user’s query. It emphasizes speed and accessibility, aiming to remove the traditional friction associated with BI tools so both technical and non-technical users can access insights when they need them. -
6
NeoAnalyst.ai
NeoAnalyst.ai
NeoAnalyst is an AI-powered data analysis platform designed to provide business leaders with quick and precise insights without the need for coding or data science expertise. Users can upload any dataset, and NeoAnalyst automatically builds context without requiring extensive user instructions or manual data mapping. The platform offers hundreds of pre-built models for exploratory and statistical analysis, along with 25 AI-generated analysis queries to help users get started. It provides predictive analytics, visual data representations, and tailored recommendations to enhance decision-making. NeoAnalyst is accessible through various subscription plans, including a free tier for individuals, and is designed to streamline data analysis processes for professionals across multiple industries.Starting Price: $19 per month -
7
Orka
XpandrAI
Orka is an AI-powered self-service analytics platform that enables users to query and analyze data using natural language. Connect multiple databases, including MongoDB, PostgreSQL, and MySQL, and ask questions in plain English without writing SQL or creating complex dashboards. Orka's AI-powered multi-agent architecture understands context, generates and validates queries, analyzes data across multiple databases simultaneously, and delivers accurate answers in seconds. Users receive actionable insights through charts, tables, dashboards, reports, and visualizations, all from a single conversational interface. Designed for business users, analysts, product teams, and decision-makers, Orka eliminates dependency on technical teams and makes data exploration accessible to everyone. From cross-database analytics to real-time insights, Orka helps organizations turn data into faster, smarter decisions.Starting Price: $79/month -
8
LivChart
Liv Yazilim
LivChart is a local AI-powered data analysis and visualization platform designed for businesses that need powerful analytics without sending data to the cloud. Running entirely on your local machine using Ollama, LivChart ensures complete data privacy and security. Key features include: - AI-powered chart generation with natural language queries - Visual query builder for intuitive data exploration - Interactive dashboards with drag-and-drop design - Multi-database support (MySQL, PostgreSQL, SQLite, and more) - Smart setup roadmap for guided onboarding - Local AI processing with no cloud dependency - Data visualization with multiple chart types - Dashboard scheduling and sharing capabilities Perfect for organizations in regulated industries, remote locations, or anyone who values data sovereignty.Starting Price: Free / Freemium -
9
eyko
eyko
eyko is an AI-powered decision intelligence platform designed to transform raw business data into structured, actionable decisions by analyzing what is happening, why it is happening, and what should be done next. It connects directly to existing business systems such as ERP, CRM, finance, supply chain, and analytics tools, allowing organizations to work with their current data without rebuilding infrastructure or creating new reporting layers. At its core, eyko introduces “Playbooks,” which generate complete, decision-ready analyses that include executive summaries, root cause explanations, and recommended actions based on real business problems rather than static dashboards. Unlike traditional business intelligence tools that focus on visualization, eyko is built to resolve business issues by shortening the gap between insight and action, combining structured analysis, contextual business knowledge, and AI reasoning into a single output.Starting Price: $25 per month -
10
BayesLab
BayesLab
BayesLab is a deep analysis AI agent platform that helps users of all skill levels extract insights and value from their data by combining AI-driven data analytics, visualization, reasoning, and reporting in a single interface. It lets you upload or connect datasets and then uses large-language AI to interpret, explore, chart, and explain key trends and patterns so you can move quickly from raw numbers to meaningful conclusions without needing a full data team. BayesLab supports automated chart and report generation, statistical analysis, predictive modeling, and customizable templates for common workflows like risk scoring, forecasting, segmentation, or performance tracking, and it produces outputs such as exportable narratives, PDFs, dashboards, and data files that are boardroom-ready. BayesLab’s AI acts like a smart collaborator, letting you ask questions in plain language, drill deeper into results, refine analysis steps, and iterate interactively.Starting Price: $10 per month -
11
Talk To Your Data
Talk To Your Data
Talk To Your Data is an AI-powered analytics platform that transforms the way you interact with your business data. Ask questions in natural language, no technical expertise required, and get instant answers, visualizations, and actionable insights from your connected databases and SaaS tools. Effortlessly unify information from sources like PostgreSQL, MySQL, HubSpot, Mailchimp, analytics tools, and more, all in a single, conversational interface.Starting Price: $50/month -
12
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. -
13
Brewit
Brewit
Make data-driven decisions 10x faster with self-service analytics. Integrate with your databases and data warehouses all-in-one place (Postgres, MySQL, Snowflake, BigQuery, and more). Brewit can write SQL queries and create recommended charts based on your data questions. It also helps you drill down on the analysis. Chat with your database, visualize insights, & perform analysis. Ensure answer accuracy and consistency with a built-in data catalog. An automated semantic layer that ensures Brewit answers with correct business logic. Easily manage your data catalog & data dictionary. Building a beautiful report is as easy as writing a doc. Data without a story is useless. Our Notion-style notebook editor allows you to create reports & dashboards easily, turning raw data into actionable insights. All organized data products are usable by anyone who has a data question, regardless of their technical skills. -
14
RemoteAware GenAI Analytics Platform
New Boundary Technologies
RemoteAware™ GenAI Analytics Platform for IoT transforms complex streams of sensor and device data into clear, actionable insights using advanced generative AI models. It ingests and normalizes high‑volume, heterogeneous IoT data, whether from edge gateways, cloud APIs, or remote assets, and applies scalable AI pipelines to detect anomalies, forecast equipment failures, and generate prescriptive recommendations in plain‑language narratives. Through a unified, web‑based dashboard, users gain real‑time visibility into key performance indicators, customizable alerts and threshold‑based notifications, and dynamic drill‑down capabilities for time‑series analysis. The platform’s generative summary reports condense vast datasets into concise operational briefs, while its root‑cause analysis and what‑if simulations guide preventive maintenance and resource allocation. -
15
RTM Pro
AppliediT
RTM is “in data base” software analytics platform specifically developed for Continuous improvement in the manufacturing environment. Whereas other software analysis platforms are either very general or very specific to a particular industry solution, AppliediT RTM platform was developed from a “bottom-up” approach, from years of practical problem-solving experience in the engineering manufacturing environments. Knowledge is gained by identifying non-random patterns in your company’s data bases. The identification of these patterns allows ranking of key parameters which will be subsequently analyzed through regression techniques and other forms of correlations/trending statistical analysis to predict future behavior. -
16
Supaboard
Supaboard
Supaboard is an AI-powered business intelligence platform that enables users to analyze data and create real-time dashboards by simply asking questions in plain English. With one-click connections to over 60 data sources, including MySQL, PostgreSQL, Google Analytics, Shopify, Salesforce, and Notion, users can unify their data without a complex setup. It offers pre-trained, industry-specific AI analysts that generate SQL and NoSQL queries automatically, providing instant insights through charts, tables, and summaries. Users can build and embed customized dashboards by pinning responses and tailoring information for different audiences with filtered views. Supaboard ensures data security by connecting with read-only access, storing only schema metadata, and implementing granular access controls. Designed for universal usability, it minimizes operational overhead, allowing businesses to make data-driven decisions 10 times faster without requiring coding or data expertise.Starting Price: $99 per month -
17
GetDot.ai
GetDot.ai
Dot is an AI data analyst that connects directly to your data warehouse and lets users ask questions in plain language to get instant, trustworthy insights. It integrates with Slack, Teams, or a native web app to deliver ad‑hoc data retrieval, visualizations, root‑cause analysis, and weekly business reports with actionable recommendations. By learning from your existing BI tools, dbt metrics, LookML, SQL queries, and documentation, GetDot.ai ensures consistent, governed answers reinforced by role‑based permissions and row‑level security. Setup is code‑free, with one‑click integrations for Snowflake, BigQuery, Redshift, PostgreSQL, and other SQL‑based sources. Continuous monitoring uncovers unknown unknowns, while a dedicated training and governance workspace lets you refine its behavior and maintain accuracy. Designed for speed and simplicity, Dot replaces dashboard overload by delivering precise answers in seconds rather than days.Starting Price: $799 per month -
18
Quantum Inspire
QuTech
Run your own quantum algorithms on one of our simulators or hardware backends and experience the possibilities of quantum computing. Note that Spin-2 is currently being upgraded and is no longer available. We have multiple simulators and real hardware chips available. Find out what they can do for you. Quantum Inspire is built using first-rate engineering practices. Starting from experimental setups, a layered and modular system was designed to end up with a solid and robust hardware system. This quantum computer consists of a number of layers including quantum chip hardware, classical control electronics, a quantum compiler, and a software front-end with a cloud-accessible web interface. They can act as technology accelerators because only through careful analysis of the individual system layers and their interdependencies it become possible to detect the gaps and necessary next steps in the innovation roadmap and supply chain. -
19
BuildBetter
BuildBetter
Make better product decisions 5x faster. Find the signal in the noise - BuildBetter's proprietary Signal Engine powers everything from search to extractions, organizing, and summarizing your qualitative data. Find 78% more insights from your customers with existing data compared to teams using manual product research tools. A quantum leap in qualitative analysis. Save on average 200 hours a year on organizing insights from your customers into topics, themes, problems, and more. Summarizations that are so good it almost feels like cheating. Whether it's a summary of a call, a topic, a feature request, and anything else BuildBetter can process, we can turn it into sharable insights. Internal, external, and everything in between. BuildBetter's proprietary Call Intelligence powered by Signal Engine allows you to track and analyze every call that comes into your product team. -
20
Digna
digna GmbH
digna is a data quality and observability platform designed to monitor, analyze, and validate data directly within enterprise data environments. It combines anomaly detection, time-series analytics, and validation into a unified system that helps teams detect issues early and understand how data behaves over time. Core Capabilities * Data Anomaly Detection Identifies changes in data volume, distribution, and behavior using statistical methods and AI-driven models without relying on manually defined rules. * Time-Series Analytics Built-in analytical methods (regression, pattern detection, seasonality analysis) allow users to interpret trends and deviations directly within the platform. * Data Timeliness Monitoring Tracks expected data arrival times and identifies delays across pipelines and data flows. * Data Validation Supports rule-based validation with reusable templates and centralized definitions of allowed values. * Schema Change Tracking Detects structural changes in dat -
21
Julius AI
Julius.ai
Julius AI is an AI workspace for data analysis, presentations, and website creation. Its AI data analyst analyzes Excel, CSVs, spreadsheets and PDFs; creates charts and data visualizations; and handles statistical analysis, forecasting and machine learning in plain English. Its AI presentation maker turns prompts, text, documents or data into editable PowerPoint decks, PPTs and Google Slides. Its no-code AI website builder and AI website generator create landing pages, portfolios, business websites and web apps from a prompt. -
22
Actian AI Analyst
Actian
Actian AI Analyst is a context-aware conversational analytics platform designed to help organizations get trusted answers from their data using natural language. It enables business users to ask questions directly without writing SQL, transforming traditional dashboards into an interactive, ongoing conversation with data. It operates on a governed semantic layer that models business metrics, relationships, and definitions before analysis begins, ensuring that every query is grounded in how the organization actually works. This semantic layer is automatically generated and maintained by the Steward AI agent, which continuously monitors data definitions and connections, providing reviewable action plans to maintain accuracy over time. AI Analyst preserves conversational context across follow-up questions, allowing deeper exploration while keeping results consistent with defined business logic. -
23
Intellrise
Intellrise
Intellrise is an AI data analyst for individuals and small teams. Connect PostgreSQL, MySQL, SQL Server, Redshift, BigQuery, Snowflake, Databricks, Google Sheets, CSV or Excel, then ask questions in plain English. It writes the SQL, shows it to you before it runs so you can read or adjust it, and returns charts, dashboards and reports you can export to PDF, Excel, PowerPoint, Word or CSV. A single question can use more than one connected source. Every plan is bring-your-own-key: you connect your own Google Gemini, OpenAI or Anthropic API key, so model choice and cost stay with you. That also means you need your own AI key before you can ask anything - there is no built-in model. There is a free tier, and every new account starts with a 14-day Pro trial that does not ask for a card. Pro is $29/month, or $24/month billed annually. Pro is single-seat; shared team workspaces are not available yet.Starting Price: $0 -
24
Datastory
Datastory
Datastory is an AI analytics and reporting platform that connects tools like GA4, Google Ads, Shopify, Search Console, Facebook Ads, Instagram, and TikTok, then uses GPT‑4 to turn that data into clear, daily insights. It automatically analyzes performance, detects trends and anomalies, and sends plain‑language summaries and alerts into WhatsApp, Slack, email, and web so teams can see what changed, why it changed, and what to do next without building dashboards or manual reports.Starting Price: 39 -
25
LangGrant
LangGrant
LangGrant connects large language models to your production databases for trusted, governed data analysis. Instead of one-off answers, it produces persistent, versioned Data Plans that show their work - the steps and logic behind every result. Teams review, validate, and reuse these plans without moving data. A single question can join data across multiple databases, and LangGrant auto-adapts to each schema. It works with models like Claude, OpenAI, and Google Gemini, and supports Snowflake, SQL Server, Oracle, PostgreSQL, BigQuery, Redshift, Azure SQL, Databricks, and MySQL. Data Plans move through a code-like lifecycle (test, sign-off, staging, approved) with access controls, PII protection, compliance validation, and audit trails. By reusing reasoning instead of paying AI for every question, it cuts cost, improves collaboration, and builds organizational intelligence. From the team behind Windocks, recognized by Gartner. -
26
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 -
27
NOORAI Platform
NOORAI
NOORAI is an AI-powered decision intelligence platform that helps organizations turn complex, fragmented data into clear, confident decisions. We unify enterprise and external data into a single environment, enabling teams to interact with their data conversationally, generate real-time insights, and move from analysis to action faster. With NOORAI, organizations can: - Integrate data across systems, APIs, files, and external sources - Interact using natural language - Generate AI-driven insights, dashboards, and reports - Forecast outcomes and run “what-if” scenarios - Assess the impact of market shifts, inflation, and macroeconomic trends on business performance - Automate analytics and decision workflows within a secure, enterprise-grade platformStarting Price: Contact Us -
28
Excelmatic
Excelmatic
Excelmatic is an AI‑powered Excel companion that transforms raw spreadsheets into instant insights, analytics, and visualizations through a conversational interface. Users simply upload files, ask questions in natural language, and receive real‑time answers, charts, and KPI summaries without writing a single formula. Behind the scenes, Excelmatic automates data preparation, cleaning complex tables with customizable rules, intelligent type recognition, and batch processing, then applies advanced statistical analysis (trend analysis, anomaly detection, multi‑dimensional breakdowns) and generates professional charts (bar, line, pie, etc.) with dynamic updates and style customization. Its formula assistant further accelerates workflows by converting plain‑English prompts into accurate functions, offering an extensive library, error correction suggestions, and support for nested or array formulas. Additional capabilities include one‑click extraction of tabular data.Starting Price: $9.99 per month -
29
GoodData.AI
GoodData.AI
GoodData.AI is an AI-ready analytics platform that helps organizations turn data into actionable insights through business intelligence, embedded analytics, and governed semantic modeling. It enables businesses to build dashboards, AI-powered applications, and intelligent workflows using a composable architecture designed for enterprise environments. The platform provides a centralized semantic layer that ensures consistent business logic across reports, analytics, AI agents, and embedded experiences. GoodData supports cloud and on-premises deployments while integrating with modern data ecosystems and enterprise applications. It also includes AI capabilities for conversational analytics, automation, decision support, and custom agent development. With enterprise-grade security, compliance certifications, and extensive developer tools, GoodData is designed to help organizations modernize their analytics infrastructure for the AI era. -
30
RagLeap
RagLeap
RagLeap is a self-hosted AI business platform providing 9 AI roles — AI Manager, Customer Support, Voice Agent, Email Manager, Personal Secretary, DB Analyst and AI COO in one system. Runs on your own server with complete data privacy. Connects to MySQL, PostgreSQL, MongoDB. Handles WhatsApp, Telegram, Voice calls, Email and web chat in 222+ languages. Free self-hosted tier available. Cloud plans from $29/month.Starting Price: $0 -
31
Cognyte
Cognyte
Cognyte provides an enterprise-grade investigative analytics and security intelligence software platform that helps organizations fuse, analyze, and visualize vast volumes of structured and unstructured data from disparate sources so analysts and investigators can uncover hidden patterns, relationships, and threats quickly and with confidence; the platform is designed to generate Actionable Intelligence for a Safer World by turning fragmented big data into a cohesive, contextualized view that supports real-time decision-making, risk assessment, and operational effectiveness across use cases like law enforcement investigations, national security, financial crime, network intelligence, and cyber threat intelligence. Cognyte’s solutions, including its decision intelligence platform NEXYTE, leverage machine learning, AI, link and entity analysis, timeline and geospatial visualization, and risk scoring to empower both technical and non-technical users to explore data. -
32
TalktoData
TalktoData
Unlock the power of advanced data analysis techniques such as correlation analysis, clustering, and forecasting. Create intricate and advanced visual representations and convey your discoveries confidently. Streamline your data preparation process with automated tools and free up valuable time to concentrate on what truly matters. TalktoData currently supports CSV, Excel files, and SQL databases (PostgreSQL, MySQL, MSSQL Server, Snowflake, etc.). If you need any specific format requirements, please reach out to us via chat support. Right now, we use the mix of both default ChatGPT (GPT-3.5 Turbo) and GPT-4. We never store any of your actual data; we just present the data to you, and it never gets near our databases. Also, your connection details are stored in our database as a hashed value to make sure that even if someone leaked our whole database, your databases would still be secure. We have a generous free plan; you can get started now.Starting Price: $14.99 per month -
33
Ada.im
Ada.im
Ada is an AI-powered data analyst platform designed to transform raw information into clear, actionable insights. It generates enterprise-grade reports in minutes, combining statistical analysis, financial reviews, industry insights, and competitive benchmarking. With Ada, users can unify internal databases, external APIs, and real-time web data into a single analysis hub. Reports are delivered in a narrative format with visuals and strategic recommendations, making complex data easy to understand. The platform is fully editable, allowing users to refine AI-generated reports with human expertise. Ada helps businesses eliminate the frustration of manual analysis and unlock the full value of their data effortlessly.Starting Price: $0 -
34
PandaAI
PandaAI
PandaAI is an AI-driven platform that transforms natural language queries into actionable data insights, streamlining the data analysis process. It allows users to connect databases effortlessly, enabling instant report generation through agentic AI and text-to-SQL layers. Users can interact with their data using conversational AI, facilitating intuitive, human-like queries. It also supports team collaboration by allowing users to save responses as data snippets and share them with colleagues. To get started, users can install the pandasai Python library, set up their API key, load their datasets, and push them to the platform for analysis.Starting Price: €20 per month -
35
Compass
Dagster Labs
Compass is an AI-powered, Slack-native data assistant that turns plain English questions into instant answers, summaries, charts, and insights powered by your actual warehouse data, so teams can make data-driven decisions without waiting on BI backlogs or building dashboards first. It connects directly to major data warehouses (Snowflake, BigQuery, Redshift, Postgres, AWS Athena, Databricks, and more), learns your schema and context, and generates governed, SQL-backed responses and visualizations in the tools your team already uses, all while keeping your data where it lives and under your control. Compass builds organizational context over time so answers become more accurate and relevant, supports collaboration through Slack threads, can schedule recurring analysis, and provides a shared repository of definitions and insights that help reduce analytical silos and reliance on specialized SQL users.Starting Price: $49 per month -
36
Trace
Trace
Trace is an automated KPI analysis platform that helps teams see exactly why business metrics move without chasing dashboards or waiting days for answers. It uses metric trees to connect KPIs with their underlying drivers in a shared, computable model of performance, making analysis repeatable, explainable, and suitable for reliable AI-powered insights. Trace decomposes performance, attributes changes, ranks the most important drivers, compares results with plan, detects anomalies, and scans segments so teams can move from a question to a clear explanation in minutes. Unlike dashboards that only show what happened or AI copilots that still depend on users to direct the investigation, Trace encodes analytical skills that allow its AI agent to perform the analyst workflow autonomously. Teams can begin with one or two critical KPIs, use editable templates, and connect the platform to their warehouse without migrating or restructuring data. -
37
OrcaSheets
OrcaSheets
OrcaSheets is a local-first analytics platform that enables teams to analyze large datasets using a spreadsheet-style interface combined with powerful data processing capabilities. The platform connects to multiple data sources such as databases, warehouses, APIs, and flat files, allowing organizations to unify data from different systems into a single workspace. OrcaSheets can process billions of rows directly on a user’s hardware, delivering fast query performance without relying entirely on cloud infrastructure. Users can explore data using plain English queries or switch to SQL for advanced analysis, making the platform accessible to both business users and data professionals. By combining spreadsheet simplicity with high-performance analytics, OrcaSheets helps teams run financial reporting, operational analysis, and growth analytics more efficiently.Starting Price: $0 -
38
Zerve AI
Zerve AI
Zerve is the agentic data workspace designed for anyone who works with data, from solo analysts, data scientists, business users and teams alike. Zerve brings together exploration, advanced analysis, collaboration, and production deployment into a single AI-native environment, so that important data work doesn’t stall, break, or disappear. Zerve’s AI agents understand the full context of a project and actively help plan, build, debug, and iterate across multi-step analyses. Agents assist with tasks like cleaning and transforming data, identifying issues, and testing approaches, reducing the manual effort that slows teams down. This means working at a higher level of abstraction without being slowed by setup or syntax. Zerve can be used as SaaS, self-hosted, or even on-premise for highly regulated environments. Zerve is used by data professionals in companies such as BBC, QVC, Dun & Bradstreet, Airbus, and many others.Starting Price: $0 -
39
OpenText Aviator Platform
OpenText
OpenText Aviator Platform is an enterprise data analytics environment that brings together database, analytics, and intelligence capabilities for organizations working with large, diverse datasets. It is designed to process structured, semi-structured, and unstructured information and support analytics at high data volumes and concurrent-user scale. The platform combines data storage and processing with business intelligence and AI-oriented analysis, supporting workflows for data scientists, business analysts, and other enterprise users. OpenText describes more than 150 connectors for bringing data into the platform and emphasizes reducing duplication across storage and transfer workflows. Use cases include exploring enterprise data, producing analytics and insights, and informing business decisions across sectors. Product components identified on the official page include Aviator Database and Aviator Analytics. -
40
Quantum-Safe Platform
Post-Quantum
Post-Quantum's Quantum-Safe Platform is a modular cybersecurity suite designed to protect organizations from the emerging risks of quantum computing. It offers interoperable, backward-compatible, and crypto-agile solutions that ensure a seamless transition to next-generation encryption. A quantum-ready, multi-factor biometric authentication system enabling secure passwordless sign-ins. Quantum-safe VPN that secures data-in-transit against both traditional and quantum attacks. The world's first quantum-safe, end-to-end encrypted messaging app, designed for secure enterprise communication. A governance system allowing stakeholders to cast cryptographically verifiable votes to sanction actions. Our solutions are already aiding organizations in defense, critical national infrastructure, and financial services to transition to quantum-safe encryption. -
41
Karl
Kanerika
Karl is an AI agent that answers business questions in plain language from your existing data — no SQL, no Python, no analyst required. Ask in natural language and get back charts, forecasts, and reports in seconds. Karl connects to SQL, NoSQL, cloud data lakes, and real-time streams. It delivers insights directly inside Microsoft Teams, Power BI, and Microsoft Fabric. Every answer is governed, source-traced, and grounded in your metadata and lineage layer. Pre-built analytics agents for manufacturing, retail, and banking cut deployment from months to weeks. Also available as a native Microsoft Fabric workload.Starting Price: $10,000 -
42
Bayesforge
Quantum Programming Studio
Bayesforge™ is a Linux machine image that curates the very best open source software for the data scientist who needs advanced analytical tools, as well as for quantum computing and computational mathematics practitioners who seek to work with one of the major QC frameworks. The image combines common machine learning frameworks, such as PyTorch and TensorFlow, with open source software from D-Wave, Rigetti as well as the IBM Quantum Experience and Google's new quantum computing language Cirq, as well as other advanced QC frameworks. For instance our quantum fog modeling framework, and our quantum compiler Qubiter which can cross-compile to all major architectures. All software is made accessible through the Jupyter WebUI which, due to its modular architecture, allows the user to code in Python, R, and Octave. -
43
DataSquirrel AI
DataSquirrel AI
Your quickest path from csv/xls data to Dashboard report in 1 minute. No SQL, Excel or Statistical expertise needed. As someone who works with data, you will find DataSquirrel.ai (BETA) to be a game-changer. Imagine being able to create a full report in just minutes, even if you're short on time or lack data skills! We created it to simplify the process of analyzing and visualizing CSV and XLS files. Key features include auto-cleaning, auto-analysis, guided charting, and a Text-to-Chart interface, all supported by AI. We use plain English to make report creation fast and efficient for everyone, regardless of their data literacy. AI tooling is used in a secure and privacy-centered way, no upload to ChatGPT. It's perfect for professionals or teams from any function who want to be self-reliant and confident in their business decisions - from any function: sales, marketing, product, HR, management, consulting.Starting Price: $29 -
44
PostgresML
PostgresML
PostgresML is a complete platform in a PostgreSQL extension. Build simpler, faster, and more scalable models right inside your database. Explore the SDK and test open source models in our hosted database. Combine and automate the entire workflow from embedding generation to indexing and querying for the simplest (and fastest) knowledge-based chatbot implementation. Leverage multiple types of natural language processing and machine learning models such as vector search and personalization with embeddings to improve search results. Leverage your data with time series forecasting to garner key business insights. Build statistical and predictive models with the full power of SQL and dozens of regression algorithms. Return results and detect fraud faster with ML at the database layer. PostgresML abstracts the data management overhead from the ML/AI lifecycle by enabling users to run ML/LLM models directly on a Postgres database.Starting Price: $.60 per hour -
45
FAID Quantum
InterDynamics
FAID Quantum fatigue assessment software is a powerful analytical tool, used to identify fatigue exposure and support the management of hours of work within an organization’s fatigue management plan. Based on real-world data, FAID Quantum has been successfully applied across a range of industries including rail, aviation, mining, policing, emergency services, health, construction, energy, and more. FAID Quantum supports proactive, reactive, and predictive fatigue management in line with ICAO requirements. Utilizing two validated biomathematical models, FAID Quantum provides a richer overall understanding of fatigue exposures. FAID Quantum is a practical, proven, and cost-effective management solution. Highly accurate sleep-wake prediction. Ability to set fatigue tolerance levels and task risk. Optional time zone and circadian disruption calculations. Optional crew augmentation (for resting pilots on long flights). -
46
Querio
Querio
Querio is your personal data analyst. It can answer questions, set up new data infrastructure, create fresh dashboards, or just help you understand what you have. Instead of relying on a data analyst (if you even have one), Querio lets you become data-driven today. Convert business data to answers, instantly. Analyze trends, create visualizations, and spin up dashboards by just asking. Create new databases, set up ETLs, and manage permissions by yourself. Have the context of your data explained to you so you can ask better questions. From busy solo founders and small but mighty teams to unlimited seats and data sources, we really do have a plan for you. Instead of having to write SQL or waiting in line for an analyst to have the time to do it for you, you can just ask Querio using the chat. Sometimes you need to provide more context or be more specific for Querio to be able to help you. Querio currently supports PostgreSQL, MySQL and MariaDB.Starting Price: $39 per month -
47
Squadbase
Squadbase
Squadbase is a conversational business intelligence platform that enables users to build interactive dashboards without writing SQL or code. It allows teams to connect data sources such as Excel files, databases like Postgres and Snowflake, and SaaS tools including Salesforce and Notion. Users simply describe the analysis they want in plain English, and the AI generates the necessary queries, charts, and dashboard layouts. Unlike black-box AI tools, Squadbase keeps analysts in control by allowing them to review and edit generated queries. The platform provides a unified workflow from data connection to visualization, eliminating the need to switch between multiple tools. Dashboards are shareable with unlimited viewers at no cost and include GitHub-based version control for collaboration and transparency. With built-in security features and scalable infrastructure, Squadbase supports teams looking for a modern, AI-driven BI experience.Starting Price: $35/month -
48
Bidhelm
Bidhelm
Bidhelm is a cloud-based AI platform for managing Google Ads campaigns. It analyzes campaign performance and can automate bids, budgets, keyword and search-term management, ad creation, and reporting. Users can ask questions and issue instructions through chat, review recommendations and drafts, and configure which kinds of changes require approval or may run automatically. It can create and host campaign landing pages with lead forms, and connect to Google Merchant Center for Shopping and Performance Max optimization on eligible plans. Bidhelm is intended for businesses and agencies managing their own or clients’ Google Ads accounts. Plans vary in supported account and user counts, reporting, and monthly AI-work allowances; each has a monthly base fee plus 3% of managed ad spend, with agency pricing set by contract. The interface also provides account analysis, an audit history, and plain-language explanations of campaign actions.Starting Price: $79/month -
49
Prisma Compute
Prisma
Prisma Compute is app hosting for TypeScript apps and AI agents on the Prisma platform. Deploy Node and TypeScript services next to your data, with the same developer workflow as Prisma ORM and Prisma Postgres: one stack for code, database, and hosting. Pair Compute with Prisma Postgres for managed PostgreSQL beside your app (connection pooling built in, free tier to start, operation-based pricing). Agents and teams get a clear path from local ORM work to production: ship the app on Compute, keep Postgres as the data layer, without stitching three vendors together. Built for modern TypeScript workloads that need predictable hosting and a database that stays close to the code.Starting Price: $10/month -
50
Vizly
Vizly
Vizly is an AI-powered data scientist that lets you chat with your data, visualize insights, and perform analysis. Create interactive data visualizations to understand your data. Chat with your data and uncover actionable insights. Perform complex analysis and generate predictive insights. Vizly is an AI-powered data scientist that lets you chat with your data, visualize insights, and perform analysis. Our users can simply upload their data and uncover insights immediately. Sign up to Vizly and immediately start asking questions and creating visualizations from your data. Vizly is built for organizations and can be used immediately at your company. For additional hosting, security, and data source options, register your interest in our enterprise offering. Vizly currently supports CSV, Excel, and JSON file formats, with more on the way. All users can send up to 10 messages a month for free. After reaching the limit, you can upgrade your plan on your profile page.Starting Price: $19.99 per month
