#Analytics.
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Orbit Intelligence
AI-powered platform for patent research and analysis, designed for companies, research teams, and patent professionals.
Apache Hadoop (self-hosted)
Short description coming soon.
Google What-If Tool
Google What-If Tool is a tool for the workflow described here. Before adoption, review data handling, ownership, cost and the provider's official product information.
RStudio
RStudio is an IDE for R and Python with projects, a console, debugging, version control, and reproducible documents.
Tableau
Tableau connects data sources, interactive visualisations, and governed analytics for repeatable business intelligence work.
Agorapulse
Agorapulse is a tool for the workflow described here. Before adoption, review data handling, ownership, cost and the provider's official product information.
Ahrefs Content Explorer
Ahrefs Content Explorer is a tool for the workflow described here. Before adoption, review data handling, ownership, cost and the provider's official product information.
AISEO
AISEO is an AI writing and SEO tool for content drafts, optimization, paraphrasing, and search-oriented text.
Alteryx
Alteryx is an analytics and data preparation platform for teams that want to build data workflows, analysis, and automation without a purely code-first stack.
Amazon Comprehend
Amazon Comprehend is a tool for the workflow described here. Before adoption, review data handling, ownership, cost and the provider's official product information.
Amazon EMR
Managed AWS platform for large Spark, Hadoop and analytics jobs across EC2 clusters, Serverless and EKS.
Amazon Kinesis Data Analytics
Amazon's managed Apache Flink service continuously processes streaming data, but it is not a cheap replacement for every batch or SQL analytics pipeline.
Amazon OpenSearch
Managed AWS service for full-text search, log and security analytics, observability, and vector or hybrid retrieval.
Amazon Redshift
Managed cloud data warehouse for SQL analytics, BI, and queries across structured data and selected data-lake sources.
Apache Drill
Apache Drill is a tool for the workflow described here. Before adoption, review data handling, ownership, cost and the provider's official product information.
Apache Druid
Open-source analytics database for fast OLAP queries over time-oriented batch and streaming data.
Apache Impala
An open-source distributed SQL engine for interactive analytics in Hadoop-oriented data platforms.
Apache Pinot
Apache Pinot is an open-source distributed OLAP database for fast queries over fresh streaming and batch data, not a general-purpose transaction store.
AppDynamics
AppDynamics is an APM and observability platform for distributed applications. This review explains which telemetry, agents, operating responsibilities, and costs teams should clarify before adoption.
Atlas.ti
Atlas.ti organises qualitative data, codes, memos, and relationships for traceable research that remains dependent on human interpretation.
Avigilon
Avigilon provides video surveillance, security cameras, and analytics for physical security environments.
Avigilon Control Center
Short description coming soon.
AWS Inferentia
AWS Inferentia accelerates production machine-learning inference through Inf1/Inf2 and AWS Neuron. This editorial guide covers model fit, compilation, cost, operations, and practical alternatives.
AWS Kinesis
AWS Kinesis is a tool for the workflow described here. Before adoption, review data handling, ownership, cost and the provider's official product information.
AWS SageMaker
Managed AWS platform for data preparation, ML training, model versioning, and controlled inference with clear operating ownership.
Axis Communications
Axis Communications provides network cameras, video and audio components, access control, and analytics for professional security environments.
Azure Machine Learning
A cloud-based Microsoft platform for building, training, deploying, and managing machine-learning models across the full AI project lifecycle.
Azure Stream Analytics
Azure Stream Analytics is a tool for the workflow described here. Before adoption, review data handling, ownership, cost and the provider's official product information.
Azure Synapse Analytics
Azure workspace for data warehousing, lake queries, Spark processing, and orchestrated pipelines with separate cost and operating models.
BriefCam
BriefCam turns recorded and live camera events into searchable, reviewable data through video synopsis, alerts and quantitative analysis.
C3.ai
C3.ai supports enterprise data and model applications whose value depends on data quality and clearly owned operational processes.
CallMiner Eureka
Short description coming soon.
CallRail
CallRail is a tool for the workflow described here. Before adoption, review data handling, ownership, cost and the provider's official product information.
Clarivate Analytics (Web of Science)
Web of Science combines curated literature, citation and research data for traceable discovery and bibliometric analysis.
ClickHouse Cloud
ClickHouse Cloud is a managed service for fast SQL analytics on large and continuously arriving datasets, not a general-purpose transactional database.
Cloudera Data Platform
Cloudera Data Platform is a tool for the workflow described here. Before adoption, review data handling, ownership, cost and the provider's official product information.
Couchbase
Couchbase combines JSON documents, key-value access, SQL++, search, and optional mobile synchronization for distributed applications.
Dahua Technology
Dahua Technology is a tool for the workflow described here. Before adoption, review data handling, ownership, cost and the provider's official product information.
Databox MCP
Databox MCP is a tool for the workflow described here. Before adoption, review data handling, ownership, cost and the provider's official product information.
Dataiku
Dataiku is a tool for the workflow described here. Before adoption, review data handling, ownership, cost and the provider's official product information.
Dedoose
Dedoose supports qualitative and mixed-methods research with coding, analysis, collaboration, and data visualization.
DeepBrain
DeepBrain is a tool for the workflow described here. Before adoption, review data handling, ownership, cost and the provider's official product information.
Derwent Innovation
Derwent Innovation is a patent research platform for IP analysis, technology monitoring, and competitive intelligence.
Dimensions
Dimensions links publications, grants, patents and other research data for discovery, context analysis and repeatable bibliometric workflows.
Dremio
Dremio is a tool for the workflow described here. Before adoption, review data handling, ownership, cost and the provider's official product information.
DuckDB
DuckDB is an embedded SQL database for local and application-owned analytics across files, data frames, and relational data, not a universal transactional server.
Elasticsearch
A distributed search and analytics platform for full-text, structured data, logs, and hybrid retrieval, available self-managed, hosted, or serverless.
Elicit
Elicit supports literature search, paper screening, evidence tables, and structured research workflows for scientific and analytical work.
Espresso
Espresso is a tool for the workflow described here. Before adoption, review data handling, ownership, cost and the provider's official product information.
ExecVision
ExecVision is a tool for the workflow described here. Before adoption, review data handling, ownership, cost and the provider's official product information.
Flyr
Flyr is a tool for the workflow described here. Before adoption, review data handling, ownership, cost and the provider's official product information.
Glide
Glide is a no-code platform for quickly building internal tools, portals, and simple apps from tables and structured data, with a focus on practical workflows, access control, and team use.
Gong.io
Gong.io is a tool for the workflow described here. Before adoption, review data handling, ownership, cost and the provider's official product information.
Google Bigtable
A managed key-value store for very large datasets and low latency, where the value depends on a deliberate row-key design and cost model.
Graphcore IPU
A specialised accelerator platform for machine-learning training and inference, combining IPU hardware with the Poplar software stack and profiling tools.
IBM Watson Studio
IBM Watson Studio combines data, notebook, and model work for teams moving reproducible experiments into controlled workflows.
Innography
Innography is a research and analysis tool for patent and innovation analytics for IP teams, competitor monitoring, and technology landscapes.
InterpretML
Open-source package for interpretable machine learning, explanations, and model diagnostics.
Invoca
Invoca connects call tracking, attribution, and conversation analytics with routing and integrations so marketing and contact-center teams can evaluate phone conversions with evidence.
Jan
Jan is a tool for the workflow described here. Before adoption, review data handling, ownership, cost and the provider's official product information.
Jovian
Hands-on learning platform for Python, data analysis, machine learning, and Jupyter workflows.
KNIME
KNIME is a tool for the workflow described here. Before adoption, review data handling, ownership, cost and the provider's official product information.
LIME (Local Interpretable Model-agnostic Explanations)
LIME (Local Interpretable Model-agnostic Explanations) is a tool for the workflow described here. Before adoption, review data handling, ownership, cost and the provider's official product information.
Looker
Looker connects a semantic data model with analysis and dashboards so teams can use governed metrics consistently.
Looker Studio
Free Google tool for dashboards, data visualization, and recurring reports.
Marketo
Marketo is a tool for the workflow described here. Before adoption, review data handling, ownership, cost and the provider's official product information.
MAXQDA
MAXQDA is a tool for the workflow described here. Before adoption, review data handling, ownership, cost and the provider's official product information.
Microsoft Azure Event Hubs
Microsoft Azure Event Hubs is a tool for the workflow described here. Before adoption, review data handling, ownership, cost and the provider's official product information.
Microsoft Azure HDInsight
Microsoft Azure HDInsight is a tool for the workflow described here. Before adoption, review data handling, ownership, cost and the provider's official product information.
Microsoft Defender for Endpoint
Microsoft Defender for Endpoint is a tool for the workflow described here. Before adoption, review data handling, ownership, cost and the provider's official product information.
Milestone Systems
Milestone Systems is a business and operations platform for video management and security infrastructure for professional surveillance and site systems.
Mode Analytics
Mode Analytics is a tool for the workflow described here. Before adoption, review data handling, ownership, cost and the provider's official product information.
Moz Pro
Moz Pro is a tool for the workflow described here. Before adoption, review data handling, ownership, cost and the provider's official product information.
NVIDIA DGX Systeme
NVIDIA DGX Systeme is a tool for the workflow described here. Before adoption, review data handling, ownership, cost and the provider's official product information.
NVivo
NVivo is a tool for the workflow described here. Before adoption, review data handling, ownership, cost and the provider's official product information.
Observable
Observable is a tool for the workflow described here. Before adoption, review data handling, ownership, cost and the provider's official product information.
Observe.AI
Observe.AI is a tool for the workflow described here. Before adoption, review data handling, ownership, cost and the provider's official product information.
Paperspace Gradient
Paperspace Gradient is a tool for the workflow described here. Before adoption, review data handling, ownership, cost and the provider's official product information.
Pardot (Salesforce)
Pardot (Salesforce) is a tool for the workflow described here. Before adoption, review data handling, ownership, cost and the provider's official product information.
PatSnap
PatSnap is a research and analysis tool for innovation intelligence, patent data, and market information for research-driven strategy work.
Planoly
Planoly is a tool for the workflow described here. Before adoption, review data handling, ownership, cost and the provider's official product information.
Power BI
Power BI connects data sources, semantic models and governed reporting; shared metrics, permissions and reliable operations determine whether teams can trust it.
Propane
Propane is a tool for the workflow described here. Before adoption, review data handling, ownership, cost and the provider's official product information.
QDA Miner
QDA Miner supports structured qualitative analysis workflows for interviews, surveys, and text corpora, with tools for coding, categories, visual analysis, and mixed-methods work.
Qlik Sense
Qlik Sense is a tool for the workflow described here. Before adoption, review data handling, ownership, cost and the provider's official product information.
Redash
Redash is a tool for the workflow described here. Before adoption, review data handling, ownership, cost and the provider's official product information.
Research Rabbit
Research Rabbit helps explore scientific literature through paper networks, author relationships, citation paths, and thematic collections.
Salesforce Einstein
Salesforce Einstein adds predictions and assistance to CRM workflows whose value depends on data quality, permissions, and evaluation.
SAP Analytics Cloud
SAP Analytics Cloud is a tool for the workflow described here. Before adoption, review data handling, ownership, cost and the provider's official product information.
SAS Viya
SAS Viya is a tool for the workflow described here. Before adoption, review data handling, ownership, cost and the provider's official product information.
Scikit-learn
Scikit-learn is a tool for the workflow described here. Before adoption, review data handling, ownership, cost and the provider's official product information.
Semantic Scholar
Semantic Scholar is a tool for the workflow described here. Before adoption, review data handling, ownership, cost and the provider's official product information.
SEMrush
SEMrush is a tool for the workflow described here. Before adoption, review data handling, ownership, cost and the provider's official product information.
Serpstat
Serpstat is a tool for the workflow described here. Before adoption, review data handling, ownership, cost and the provider's official product information.
SHAP (SHapley Additive exPlanations)
SHAP (SHapley Additive exPlanations) is a tool for the workflow described here. Before adoption, review data handling, ownership, cost and the provider's official product information.
Sistrix
Sistrix supports SEO teams with visibility, keyword, and competitor analysis whose findings still need validation against first-party data.
Skater
Skater is a tool for the workflow described here. Before adoption, review data handling, ownership, cost and the provider's official product information.
Snorkel
Snorkel is a tool for the workflow described here. Before adoption, review data handling, ownership, cost and the provider's official product information.
Snowflake
Snowflake is a managed data platform for warehousing, analytics, and data sharing with separated resources and governed access models.
Splunk
Splunk is a tool for the workflow described here. Before adoption, review data handling, ownership, cost and the provider's official product information.
Splunk Observability
Splunk Observability is a tool for the workflow described here. Before adoption, review data handling, ownership, cost and the provider's official product information.
SpyFu
SpyFu is a tool for the workflow described here. Before adoption, review data handling, ownership, cost and the provider's official product information.
Surfer SEO
Surfer SEO is a tool for the workflow described here. Before adoption, review data handling, ownership, cost and the provider's official product information.
Tableau Prep
Tableau Prep is a tool for the workflow described here. Before adoption, review data handling, ownership, cost and the provider's official product information.
Tableau Public
Tableau Public is a tool for the workflow described here. Before adoption, review data handling, ownership, cost and the provider's official product information.
Talend Data Fabric
Talend Data Fabric is a tool for the workflow described here. Before adoption, review data handling, ownership, cost and the provider's official product information.
Teradata Vantage
Teradata Vantage is a tool for the workflow described here. Before adoption, review data handling, ownership, cost and the provider's official product information.
Trino
Trino runs distributed SQL queries across different data sources when catalogues, permissions, and resources are deliberately controlled.
Verkada
Verkada is a tool for the workflow described here. Before adoption, review data handling, ownership, cost and the provider's official product information.
Visier
Visier is a tool for the workflow described here. Before adoption, review data handling, ownership, cost and the provider's official product information.
Vyrill
Vyrill is a video-commerce and video-intelligence platform for making product, UGC and review videos searchable, analyzable and usable in commerce workflows.
XGBoost
XGBoost is a developer and infrastructure tool for machine-learning library for gradient boosting, tabular data, and robust predictive models.
Zabbix
Zabbix is a developer and infrastructure tool for open-source monitoring for infrastructure, servers, networks, applications, and operational alerts.