# Civis Reviews **Vendor:** Civis Analytics **Category:** [Data Science and Machine Learning Platforms](https://www.g2.com/categories/data-science-and-machine-learning-platforms) **Average Rating:** 4.7/5.0 **Total Reviews:** 4 ## About Civis Civis Customer Science is a single solution that combines the best of well-known technology categories like CDPs, DMPs, identity graphs, etc. at unprecedented scale, with leading-edge data science for better decisioning, targeting, and personalization. Aspects of Civis Customer Science include six “families”: Civis Platform: A workbench that enables data scientists and highly technical analysts to use their favorite tools to import and export data, conduct real-time analysis, and automate and scale their workflows so they can efficiently uncover and share insights with decision makers. Identity Resolution & Data Enrichment: Unifies disparate data sets to create a single view of consumers with first-party data, Civis’s proprietary data assets and a probabilistic person-matching algorithm. Research & Social Science: Survey science and creative testing to build better understanding of opinion using the Civis survey infrastructure and weighting methodology to remove bias from surveys. Predictive Modeling: Build and activate individual-level models that predict acquisition targets, lifetime value, likelihood to churn, persuadability, outcome-based segments, and media ingestion to effectively engage each consumer. Attribution & Optimization: Measurement of advertising performance across and within channels to optimize spend. Utilize algorithmic attribution attribution methodology to understand and optimize marketing ROI with a world-class causal inference model. ## Civis Reviews ### 1. Civis for redshift **Rating:** 4.0/5.0 stars **Reviewed by:** Zoe S. | Data Analyst, Small-Business (50 or fewer emp.) **Reviewed Date:** May 11, 2022 **What do you like best about Civis?** Civis' new query tool is super helpful and I do not need to use a VPN to write longer and more complicated queries. It has made it much easier to work with my data. **What do you dislike about Civis?** I have had mixed results with Civis support, sometimes they were super responsive and helpful but sometimes it takes a while to get a helpful response, but that is fewer and far between. **Recommendations to others considering Civis:** N/A **What problems is Civis solving and how is that benefiting you?** I find it really helpful to connect my Civis to Tableau show I can show reports and share them but internally and externally. The reports have been super helpful. ### 2. Civis - A Powerful Data Science tool **Rating:** 5.0/5.0 stars **Reviewed by:** Nitesh R. | Small-Business (50 or fewer emp.) **Reviewed Date:** September 20, 2023 **What do you like best about Civis?** Civis is a special technological tool used for checking various types of data related to various people. Its main purpose is to help NPO in effectively taking valuable data out for the use of organisation. **What do you dislike about Civis?** I haven't encountered any issue yet. So far, it's performing as I anticipated **What problems is Civis solving and how is that benefiting you?** It helped our NGO by providing valuable data data, streamlining processes, and helping in data-based decision-making. ### 3. Data provider, partner and excellent collaborator **Rating:** 5.0/5.0 stars **Reviewed by:** Hanoz G. | Chief Analytics Officer and EVP Strategy, Mid-Market (51-1000 emp.) **Reviewed Date:** April 23, 2019 **What do you like best about Civis?** They provide simple access to a broad range of data in a simplified package environment. They'll work with you either as a raw data provider, packaged data provider or a solutions partner. They are flexible, easy to work with and very willing to build something that works for you as the client. Their client centricity and partnership has you feeling like you're working with a nimble partner and their technical skills and resources are outstanding! **What do you dislike about Civis?** Nothing! They are a great partner and we whenever there is an issue, they solve it! **What problems is Civis solving and how is that benefiting you?** We use the population level data from Civis to help analyze, model and predict behavior at retail. Using their data we provide a very differentiated market level view at retail that competitors salivate over. ### 4. Great Data, Great Support **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Events Services | Enterprise (> 1000 emp.) **Reviewed Date:** November 26, 2018 **What do you like best about Civis?** Everyone we've worked with has been the smartest person we've ever encountered, yet they make complex data come alive. **What do you dislike about Civis?** Can't say there has been a downside. Cost is always an issue, but far and away the best investment we've ever made. **Recommendations to others considering Civis:** Absolutely let someone from your team who is more fluent in Data Science ask questions, but don't let them lead the conversations - far and away, even your most experienced data person is light years behind these guys. **What problems is Civis solving and how is that benefiting you?** Identifying customers needs and wants before they've clearly defined them for themselves. Heading off negative perception with course correction where applicable. - [View Civis pricing details and edition comparison](https://www.g2.com/products/civis/reviews?section=pricing&secure%5Bexpires_at%5D=2026-06-14+16%3A54%3A36+-0500&secure%5Bsession_id%5D=31d8ca43-aa93-4923-b1a3-e80de2da7db3&secure%5Btoken%5D=92b6a9a3589a245740092375a0e34503f30d6493a209d56cdb5deab6bb31bafb&format=llm_user) ## Civis Features **System** - Data Ingestion & Wrangling **Model Development** - Language Support - Drag and Drop - Pre-Built Algorithms - Model Training **Model Development** - Feature Engineering **Machine/Deep Learning Services** - Computer Vision - Natural Language Processing - Natural Language Generation - Artificial Neural Networks **Machine/Deep Learning Services** - Natural Language Understanding - Deep Learning **Deployment** - Managed Service - Application - Scalability **Generative AI** - AI Text Generation - AI Text Summarization - AI Text-to-Image **Agentic AI - Data Science and Machine Learning Platforms** - Autonomous Task Execution - Multi-step Planning - Cross-system Integration - Adaptive Learning - Natural Language Interaction - Proactive Assistance - Decision Making ## Top Civis Alternatives - [MATLAB](https://www.g2.com/products/matlab/reviews) - 4.5/5.0 (750 reviews) - [Databricks](https://www.g2.com/products/databricks/reviews) - 4.6/5.0 (782 reviews) - [Gemini Enterprise Agent Platform](https://www.g2.com/products/gemini-enterprise-agent-platform/reviews) - 4.3/5.0 (651 reviews)