Quaeris vs. TIMi Comparison


Quaeris Quaeris, Inc.	TIMi	+	+
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About Align analytics to your everyday business workflows. Your business relies on people, data and documents, but the process of using them is broken. QuaerisAI enables seamless downstream workflows across your People, Documents and Data Assets. Use natural language search on data, documents and collaborate in private or within Communities - all in one platform! QuaerisAI offers time savings of at-least 30 minutes to an hour/day/resource - imagine the productivity enhancements you give your users without the expense of buying and consolidating a bunch of AI tools. Quaeris can be rolled out to team of 10s or 1000s of users seamlessly within a matter of days - without much need of IT, and that is why IT & data teams love us!		About The most efficient, sovereign & unified "on-premise" data platform available today. Think about the Azure data platform, but on steroids and 100% Sovereign. TIMi is an ethical solution: Zero Lock-In: We gain your trust through exceptional performance and service, not artificial vendor lock-in Fair price & No hidden fees & No price hikes TIMi is a leader in these fields: Data Preparation/ETL/BPA/BPM/ESB - automate the most complex tasks without code - Connect to everything: Sharepoint, SAP, Salesforce, Facebook, GAds, etc. BigData - 1 TIMi-server is faster than 267 Spark-servers - Process any volumetry at negligible infrastructure cost. Process billions of rows in a matter of seconds on a standard 2K€ server. - manage peta-byte Data Lakes AI/ML: We invented the 1st Auto-ML tool in 2007 TIMi is a horizontal solution used in any industry: Manufacturing, Telecoms, Banks, Supermarket chains, Defense, Gov. Also available in EU-hosted sovereign cloud.
Platforms Supported Windows Supported Mac Supported Linux Supported Cloud Supported On-Premises Supported iPhone Supported iPad Supported Android Supported Chromebook Supported		Platforms Supported Windows Supported Mac Not Supported Linux Supported Cloud Supported On-Premises Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported
Audience CROs, COOs, CIOs. Finance, Sales and Ops		Audience Data Scientists, Data Engineers, Business Analysts, IT departments that need to automate data flows
Support Phone Support Not Supported 24/7 Live Support Supported Online Supported		Support Phone Support Supported 24/7 Live Support Not Supported Online Supported
API Offers API Not Supported		API Offers API Not Supported
Screenshots and Videos View more images or videos		Screenshots and Videos View more images or videos
Pricing $100 per month Start with User Group based pricing or Consumption Based pricing. Free Version Supported Free Trial Supported		Pricing 499 €/Month 499 €/Month/user (or 5000€/year/user) for a cloud solution that is fully managed for you. 5970 €/year for a self-hosted solution. You get Unlimited users, storage, cores. VM not supported. Server edition: VM is suported: Contact us. All our solutions are 100% sovereign. Free Version Supported Free Trial Supported
Reviews/Ratings Overall 5.0 / 5 ease 4.3 / 5 features 4.3 / 5 design 5.0 / 5 support 5.0 / 5 Read all reviews		Reviews/Ratings Read all reviews
Pros & Cons from Real Users Pros QuaerisAI stands out as a converged enterprise search engine that finally bridges the gap between structured data and unstructured documents. No more toggling between platforms. No more copy-pasting SQL. I particularly appreciate the chat interface that lets you ask questions in plain English—ideal for non-technical users and a godsend for ops leaders trying to drive real-time insights. Features like BYOM (Bring Your Own Model) give flexibility that's rare. The Data Extract Agent is also a game-changer—transforming 1000s of docs into clean, structured spreadsheets instantly. Quaeris is a sleek and lightweight platform and hence it is easier to implement. The visualizations and the dashboard features are excellent. Unlike other similar enterprise tools in the market, it doesn't require a lot of heavy lifting which makes it a great choice for faster implementation and enterprise-wide adoption. Quaeris positions itself as a next-generation GenAI-powered analytics platform that transforms how businesses interact with data. Its core value proposition revolves around enabling self-service analytics through conversational queries, AI-driven insights, and embedded data storytelling. 1. Conversational Interface is Intuitive Quaeris allows business users (non-technical) to interact with complex datasets using simple natural language queries — similar to a ChatGPT-like interface for data analytics. 2. Speed to Insights Its ability to pull structured (databases) and unstructured (documents, reports) data into a unified query layer is a major time-saver for business intelligence (BI) workflows. 3. Embedded Analytics for SaaS Products Strong capability to integrate analytics and data visualizations natively into other SaaS applications — good for product teams. 4. Proactive Insights via AI Agents Rather than only responding to queries, Quaeris agents surface trends, anomalies, and business recommendations automatically. 5. Secure & Enterprise-Ready Focus on data governance, compliance, and secure deployment options (important for regulated industries like finance or healthcare). Key Features: Conversational Analytics (natural language queries to data) Embedded Analytics for SaaS platforms Enterprise Search across structured and unstructured data Data Stories — auto-generated visual narratives Proactive AI Agents that surface insights without being asked Collaboration features for data sharing and storytelling Secure, enterprise-grade decision intelligence Cons The learning curve to fully leverage all the advanced features—like pinboards and query inspection—might require more onboarding support or user training. The UI could benefit from more customization options for more technical users. Haven't observed any significant limitations so far. 1. Early Stage Product Maturity Quaeris is still evolving. Some users may find limitations in highly customized reporting or complex data modeling compared to mature BI platforms like Tableau or Power BI. 2. Data Preparation Still Required Although it enables natural language queries, the underlying data still needs to be structured, clean, and mapped correctly to get optimal results. 3. Enterprise Deployment Complexity Larger enterprises with diverse and siloed data systems may require significant integration effort for full value realization. 4. Graphic Instructions would Help the Novice As the product evolves, the onboarding of new customers can be improved by providing clear, visual instructions of its use. Step-by-step sequences and examples will be appreciated by the users.
Training Documentation Supported Webinars Supported Live Online Supported In Person Supported		Training Documentation Supported Webinars Supported Live Online Supported In Person Supported
Company Information Quaeris, Inc. Founded: 2020 United States www.quaeris.ai/		Company Information TIMi Founded: 2007 Belgium timi.eu/timi/
Alternatives Lumi AI		Alternatives JMP Statistical Software JMP Statistical Discovery
Amazon QuickSight Amazon		Alteryx
Looker Google		datuum.ai Datuum
Microsoft Power BI Microsoft		IBM Cognos Analytics IBM
icCube View All		EntelliFusion Teksouth View All
Categories AI Data Analytics Supported AI Tools Supported Business Intelligence Supported Dashboard Supported Data Analysis Supported Digital Analytics Supported Embedded Analytics Supported Healthcare Analytics Supported HR Analytics Supported Insurance Analytics Supported Marketing Analytics Supported Natural Language Generation Supported Natural Language Processing Supported Predictive Analytics Supported Product Analytics Supported Retail Analytics Supported Sales Analytics Supported		Categories Big Data Supported Business Intelligence Supported Dashboard Supported Data Analysis Supported Data Cleansing Supported Data Discovery Supported Data Management Supported Data Mining Supported Data Preparation Supported Data Visualization Supported Database Supported ETL Supported Financial Risk Management Supported Machine Learning Supported Marketing Analytics Supported NoSQL Database Supported Predictive Analytics Supported Preventive Maintenance Supported Reporting Supported Robotic Process Automation (RPA) Supported Sales Forecasting Supported Statistical Analysis Supported
Business Intelligence Features Ad Hoc Reports Supported Benchmarking Not Supported Budgeting & Forecasting Not Supported Dashboard Supported Data Analysis Supported Key Performance Indicators Supported Natural Language Generation (NLG) Supported Performance Metrics Supported Predictive Analytics Supported Profitability Analysis Supported Strategic Planning Not Supported Trend / Problem Indicators Supported Visual Analytics Supported Dashboard Features Annotations Supported Data Source Integrations Supported Functions / Calculations Supported Interactive Supported KPIs Supported OLAP Not Supported Private Dashboards Supported Public Dashboards Supported Scorecards Supported Themes Not Supported Visual Analytics Supported Widgets Not Supported Data Analysis Features Data Discovery Supported Data Visualization Supported High Volume Processing Supported Predictive Analytics Supported Regression Analysis Supported Sentiment Analysis Not Supported Statistical Modeling Not Supported Text Analytics Not Supported Marketing Analytics Features A/B Testing Not Supported Campaign Management Supported Channel Attribution Supported Customer Journey Mapping Not Supported Dashboard Supported Performance Metrics Supported Predictive Analytics Not Supported ROI Tracking Supported Social Media Metrics Supported Website Analytics Supported Predictive Analytics Features AI / Machine Learning Not Supported Benchmarking Not Supported Data Blending Not Supported Data Mining Supported Demand Forecasting Supported For Education Supported For Healthcare Supported Modeling & Simulation Not Supported Sentiment Analysis Not Supported Show More Features Embedded Analytics Features Ad hoc Query Supported Application Development Not Supported Benchmarking Not Supported Dashboard Supported Interactive Reports Supported Mobile Reporting Supported Multi-User Collaboration Supported Self Service Analytics Supported Streaming Analytics Supported Visual Workflow Management Not Supported HR Analytics Features Compensation Plan Modeling Not Supported Dashboard Supported HR Metrics Library Supported Leave & Absence Reporting Supported Predictive Modeling Supported Recruiting Management Not Supported Succession Planning Not Supported Talent Management Not Supported Trend Analysis Supported Turnover Tracking Supported Natural Language Generation Features Business Intelligence Supported Chatbot Supported CRM Data Analysis and Reports Supported Email Marketing Not Supported Financial Reporting Supported Multiple Language Support Supported SEO Not Supported Web Content Not Supported Natural Language Processing Features Co-Reference Resolution Not Supported In-Database Text Analytics Supported Named Entity Recognition Supported Natural Language Generation (NLG) Supported Open Source Integrations Supported Parsing Not Supported Part-of-Speech Tagging Not Supported Sentence Segmentation Not Supported Stemming/Lemmatization Not Supported Tokenization Not Supported Product Analytics Features Attribution Not Supported Automatic Data Capture Supported Churn Reporting Supported Customer Feedback Collection Not Supported Customer Guidance Supported Customer Journey Analytics Not Supported Data Export Supported Data History Retention Supported Data Labeling Not Supported Product Engagement Scoring Not Supported Real-Time Data Analysis Supported Touchpoint Analytics Supported User Segmentation Supported Sales Analytics Features Collaboration Tools Supported Dashboards Supported Forecasting Analytics Supported Ideal Customer Profile (ICP) Not Supported Lead Analytics Supported Pipeline Management Supported Predictive Forecasting Supported Predictive Lead Scoring Not Supported Sales Intelligence Reporting Supported		Business Intelligence Features Ad Hoc Reports Supported Benchmarking Supported Budgeting & Forecasting Supported Dashboard Supported Data Analysis Supported Key Performance Indicators Supported Natural Language Generation (NLG) Not Supported Performance Metrics Supported Predictive Analytics Supported Profitability Analysis Supported Strategic Planning Supported Trend / Problem Indicators Supported Visual Analytics Supported Dashboard Features Annotations Not Supported Data Source Integrations Supported Functions / Calculations Supported Interactive Supported KPIs Supported OLAP Supported Private Dashboards Supported Public Dashboards Supported Scorecards Not Supported Themes Not Supported Visual Analytics Supported Widgets Not Supported Data Analysis Features Data Discovery Supported Data Visualization Supported High Volume Processing Supported Predictive Analytics Supported Regression Analysis Supported Sentiment Analysis Supported Statistical Modeling Supported Text Analytics Supported Marketing Analytics Features A/B Testing Supported Campaign Management Supported Channel Attribution Not Supported Customer Journey Mapping Not Supported Dashboard Not Supported Performance Metrics Not Supported Predictive Analytics Supported ROI Tracking Not Supported Social Media Metrics Not Supported Website Analytics Not Supported Predictive Analytics Features AI / Machine Learning Supported Benchmarking Supported Data Blending Supported Data Mining Supported Demand Forecasting Supported For Education Supported For Healthcare Supported Modeling & Simulation Supported Sentiment Analysis Supported Show More Features Big Data Features Collaboration Supported Data Blends Supported Data Cleansing Supported Data Mining Supported Data Visualization Supported Data Warehousing Supported High Volume Processing Supported No-Code Sandbox Supported Predictive Analytics Supported Templates Supported Data Cleansing Features Address/ZIP Code Cleaning Not Supported Charting Not Supported Data Consolidation / ETL Supported Data Mapping Supported Multi Data Format Support Supported Phone/Email Validation Not Supported Raw Data Ingestion Supported Sample Testing Not Supported Validation / Matching / Reconciliation Supported Data Discovery Features Contextual Search Not Supported Data Classification Supported Data Matching Supported False Positives Reduction Supported Self Service Data Preparation Supported Sensitive Data Identification Supported Visual Analytics Supported Data Management Features Customer Data Supported Data Analysis Supported Data Capture Supported Data Integration Supported Data Migration Supported Data Quality Control Supported Data Security Supported Information Governance Supported Master Data Management Not Supported Match & Merge Supported Data Mining Features Data Extraction Supported Data Visualization Supported Fraud Detection Supported Linked Data Management Supported Machine Learning Supported Predictive Modeling Supported Semantic Search Not Supported Statistical Analysis Supported Text Mining Supported Data Preparation Features Collaboration Tools Supported Data Access Supported Data Blending Supported Data Cleansing Supported Data Governance Not Supported Data Mashup Supported Data Modeling Supported Data Transformation Supported Machine Learning Supported Visual User Interface Supported Data Visualization Features Analytics Supported Content Management Not Supported Dashboard Creation Supported Filtered Views Not Supported OLAP Supported Relational Display Not Supported Simulation Models Not Supported Visual Discovery Supported Database Features Backup and Recovery Not Supported Creation / Development Supported Data Migration Supported Data Replication Supported Data Search Not Supported Data Security Not Supported Database Conversion Not Supported Mobile Access Not Supported Monitoring Not Supported NOSQL Supported Performance Analysis Not Supported Queries Supported Relational Interface Not Supported Virtualization Not Supported ETL Features Data Analysis Supported Data Filtering Supported Data Quality Control Supported Job Scheduling Supported Match & Merge Supported Metadata Management Supported Non-Relational Transformations Supported Version Control Supported Financial Risk Management Features Compliance Management Not Supported Credit Risk Management Supported For Hedge Funds Not Supported Liquidity Analysis Not Supported Loan Portfolio Management Not Supported Market Risk Management Not Supported Operational Risk Management Not Supported Portfolio Management Not Supported Portfolio Modeling Not Supported Risk Analytics Benchmarks Not Supported Stress Tests Not Supported Value At Risk Calculation Supported Machine Learning Features Deep Learning Not Supported ML Algorithm Library Supported Model Training Supported Natural Language Processing (NLP) Supported Predictive Modeling Supported Statistical / Mathematical Tools Supported Templates Supported Visualization Supported NoSQL Database Features Auto-sharding Not Supported Automatic Database Replication Not Supported Data Model Flexibility Supported Deployment Flexibility Not Supported Dynamic Schemas Supported Integrated Caching Not Supported Multi-Model Not Supported Performance Management Not Supported Security Management Not Supported Preventive Maintenance Features Condition Monitoring Not Supported Inspection Management Not Supported Maintenance Scheduling Not Supported Mobile Access Not Supported Predictive Maintenance Supported Purchasing Not Supported Reminders Not Supported To-Do List Not Supported Vendor Management Not Supported Work Order Management Not Supported Reporting Features Customizable Dashboard Supported Data Source Connectors Supported Drag & Drop Supported Drill Down Supported Email Reports Not Supported Financial Reports Supported Forecasting Supported Marketing Reports Supported OLAP Supported Report Export Supported Sales Reports Supported Scheduled / Automated Reports Supported Robotic Process Automation (RPA) Features Analytics Not Supported Attended Automation Not Supported Code-free Development Supported Image Recognition Not Supported Optical Character Recognition Not Supported Process Builder Supported Third Party Application Integration Supported Unattended Automation Supported Sales Forecasting Features Competitor Analysis Not Supported Correlation Analysis Supported Dashboard Supported Dynamic Modeling Not Supported Exception Reporting Not Supported Graphical Data Presentation Not Supported Modeling & Simulation Supported Performance Metrics Not Supported Sales Trend Analysis Supported Statistical Analysis Supported Statistical Analysis Features Analytics Supported Association Discovery Supported Compliance Tracking Not Supported File Management Supported File Storage Supported Forecasting Supported Multivariate Analysis Supported Regression Analysis Supported Statistical Process Control Supported Statistical Simulation Supported Survival Analysis Not Supported Time Series Supported Visualization Supported
Integrations Databricks Supported Google Analytics Supported LinkedIn Supported MySQL Supported Salesforce Supported X (Twitter) Supported Amazon Video Ads Supported Buildkite Supported Docebo Supported Drift Supported Duoplane Supported Google Maps Not Supported Matillion Supported Microsoft Dynamics 365 Not Supported Microsoft OneDrive Not Supported Mozart Data Supported Oracle Siebel CRM Supported PostgreSQL Not Supported Typeform Supported dbt Supported Show More Integrations View All 79 Integrations		Integrations Databricks Supported Google Analytics Supported LinkedIn Supported MySQL Supported Salesforce Supported X (Twitter) Supported Amazon Video Ads Not Supported Buildkite Not Supported Docebo Not Supported Drift Not Supported Duoplane Not Supported Google Maps Supported Matillion Not Supported Microsoft Dynamics 365 Supported Microsoft OneDrive Supported Mozart Data Not Supported Oracle Siebel CRM Not Supported PostgreSQL Supported Typeform Not Supported dbt Not Supported Show More Integrations View All 61 Integrations
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