Page 17 | Compare Business Software for Snowflake: December 2025 Reviews & Comparison

ZoomInfo GTM Studio

ZoomInfo

ZoomInfo GTM Studio is a powerful platform designed to streamline and enhance your go-to-market strategies. It offers a suite of tools that enable sales and marketing teams to identify, engage, and convert their target audiences more effectively. With GTM Studio, users can access a vast database of company and contact information, allowing for precise targeting and personalized outreach. It integrates seamlessly with various CRM and marketing automation systems, ensuring that your teams have real-time access to the most up-to-date data. Additionally, GTM Studio provides advanced analytics and reporting features, giving you insights into campaign performance and helping you make data-driven decisions. Whether you're looking to expand into new markets or deepen your reach within existing ones, ZoomInfo GTM Studio equips you with the tools necessary to execute your strategies efficiently and effectively.

View Software

Coworker.ai

Coworker is an AI-powered platform that acts as a smart teammate for your company, powered by OM1, a breakthrough memory architecture. It helps teams answer complex questions, plan projects, and execute tasks seamlessly by securely connecting to over 40 enterprise apps. With OM1's memory system, Coworker brings deep company context to every task, automating workflows and reducing administrative work across departments. Whether you're managing engineering, marketing, operations, or sales, Coworker ensures faster execution, improved collaboration, and intelligent decision-making, making your work smarter and more efficient.

Starting Price: $29.99/user/month

View Software

Arctic Embed 2.0

Snowflake

Snowflake's Arctic Embed 2.0 introduces multilingual capabilities to its text embedding models, enhancing global-scale retrieval without compromising English performance or scalability. Building upon the robust foundation of previous releases, Arctic Embed 2.0 supports multiple languages, enabling developers to create stream-processing pipelines that incorporate neural networks and complex tasks like tracking, video encoding/decoding, and rendering, facilitating real-time analytics on various data types. The model leverages Matryoshka Representation Learning (MRL) for efficient embedding storage, allowing for significant compression with minimal quality degradation. This advancement ensures that enterprises can handle demanding workloads such as training large-scale models, fine-tuning, real-time inference, and high-performance computing tasks across diverse languages and regions.

Starting Price: $2 per credit

View Software

Orchestra

Orchestra is a Unified Control Plane for Data and AI Operations, designed to help data teams build, deploy, and monitor workflows with ease. It offers a declarative framework that combines code and GUI, allowing users to implement workflows 10x faster and reduce maintenance time by 50%. With real-time metadata aggregation, Orchestra provides full-stack data observability, enabling proactive alerting and rapid recovery from pipeline failures. It integrates seamlessly with tools like dbt Core, dbt Cloud, Coalesce, Airbyte, Fivetran, Snowflake, BigQuery, Databricks, and more, ensuring compatibility with existing data stacks. Orchestra's modular architecture supports AWS, Azure, and GCP, making it a versatile solution for enterprises and scale-ups aiming to streamline their data operations and build trust in their AI initiatives.

View Software

FeatureByte

FeatureByte is your AI data scientist streamlining the entire lifecycle so that what once took months now happens in hours. Deployed natively on Databricks, Snowflake, BigQuery, or Spark, it automates feature engineering, ideation, cataloging, custom UDFs (including transformer support), evaluation, selection, historical backfill, deployment, and serving (online or batch), all within a unified platform. FeatureByte’s GenAI‑inspired agents, data, domain, MLOps, and data science agents interactively guide teams through data acquisition, quality, feature generation, model creation, deployment orchestration, and continued monitoring. FeatureByte’s SDK and intuitive UI enable automated and semi‑automated feature ideation, customizable pipelines, cataloging, lineage tracking, approval flows, RBAC, alerts, and version control, empowering teams to build, refine, document, and serve features rapidly and reliably.

View Software

Mastek Lightbeam

Mastek

Mastek Lightbeam is an AI-driven workload optimization solution for Snowflake Data Cloud that maximizes efficiency, minimizes costs, and accelerates performance by 2×–5× through real-time, in-place analytics, without ever storing your data. It features a query analyzer and advanced query optimizer to pinpoint and remediate expensive or underperforming queries, unified spend-control dashboards to monitor usage and avoid cost overruns, and usage & billing forecasting to project budgets accurately. Built-in generative AI insights & recommendations and predefined scenarios deliver immediate, actionable guidance, while a free trial (including a SaaS license, query analyzer, advanced optimizer, and one super admin) lets teams validate value on live workloads. Custom plans add tailored deployments, increased user/admin limits, and bespoke features.

View Software

OpenMetadata

OpenMetadata is an open, unified metadata platform that centralizes all metadata for data discovery, observability, and governance in a single interface. It leverages a Unified Metadata Graph and 80+ turnkey connectors to collect metadata from databases, pipelines, BI tools, ML systems, and more, providing a complete data context that enables teams to search, facet, and preview assets across their entire estate. Its API‑ and schema‑first architecture offers extensible metadata entities and relationships, giving organizations precise control and customization over their metadata model. Built with only four core system components, the platform is designed for simple setup, operation, and scalable performance, allowing both technical and non‑technical users to collaborate on discovery, lineage, quality, observability, collaboration, and governance workflows without complex infrastructure.

View Software

Claude for Financial Services

Anthropic

Claude for Financial Services transforms institutional finance by combining advanced AI with deep financial data infrastructure and enterprise‑grade security into a single, unified intelligence layer. The Financial Analysis Solution connects essential data sources, such as S&P Global, Daloopa, and internal systems, in one interface, with every data point linking directly to its original source for instant verification and full transparency. Its privacy‑first design ensures that, by default, your inputs and outputs will not be used to train underlying models, while guided onboarding and MCP‑based connectors streamline deployment across banking, insurance, asset management, and fintech environments. Native workflows and agentic search capabilities enable teams to manage demanding financial workloads at scale, instantly checking information across multiple sources to reduce errors and execute complex analyses in minutes rather than hours.

View Software

Airia

Airia’s enterprise AI orchestration platform seamlessly integrates with existing systems and data sources, offering a no-code agent builder for rapid prototyping, pre-built connectors for unified data integration, intelligent AI operations that optimize performance and costs through smart routing and centralized lifecycle management, and enterprise-grade security and governance with detailed audit capabilities and responsible AI guardrails. Model-agnostic and vendor-neutral, it supports flexible deployment across shared or dedicated cloud, private cloud, and on-premises environments, enabling both technical and business users to build, deploy, and manage secure AI agents at scale without complex installation or migration. Its intuitive interface and unified platform transform workflows across functions, from engineering and IT to finance, legal, marketing, sales, and support, so organizations can accelerate AI initiatives with confidence and compliance.

Starting Price: $49 per month

View Software

AlphaGeo

AlphaGeo is an AI-powered, enterprise-scale geospatial predictive analytics platform that transforms complex climate, socioeconomic, demographic, and market data into actionable insights to guide resilient investing and strategic decision-making. Through its cloud-based SaaS solution, it models and downscales global climate hazards (such as heat stress, wildfire, coastal and inland flooding, hurricane winds, and drought) across multiple future time periods (2025, 2035, 2050, 2100) and emission scenarios (SSP245, SSP370, SSP585, and a proprietary acceleration scenario), at highly granular geographic levels ranging from coordinates to postal codes. It also geolocates adaptation features, such as seawalls, reservoirs, green infrastructure, and emergency services, to assess resilience capacity. Complementary data products include a Climate Risk & Resilience Index, Financial Impact Analytics for modeling OpEx, CapEx, insurance, and more.

View Software

Aleph

Aleph is an AI-native FP&A platform that integrates data consolidation, spreadsheets, dashboards, and automated intelligence to streamline finance workflows. It connects to 150+ systems (ERP, HRIS/ATS, CRM, databases) using no-code tools to sync data in real time, transform raw imported data via mapping, combining tables, applying logic/calculations, and storing metrics. You can use Aleph as a web-based system, with spreadsheet add-ins, so existing models are preserved but powered by cleaner live data. It offers dashboards and drill-downs to spot variances, run reporting and close routines quickly, do forecasting and budget planning, model scenarios, do headcount planning, and visualize/share metrics across teams. Security is built in (SOC 2 Type II), compliance features are present, and the product is designed to give value quickly; clients report being up and running and producing reports in days or weeks.

View Software

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 tools

Starting Price: $25k per year

View Software

FutrOS

Futr Energy offers an operating-system-style platform dubbed FutrOS, which serves as a single “source of truth” for clean-energy asset management, enabling developers, operators, and investors to monitor, manage, and optimize generation performance across their portfolios. Key functionalities include real-time remote monitoring, digital twin modelling of assets, a connected CMMS (computerized maintenance-management system) workflow with asset inventory/spares tracking, automated reporting and alerts, drone thermography, and specialized features such as soiling-loss-based module-cleaning automation and warranty-claim tracking. It is hardware-agnostic and designed to integrate with multiple external systems, in cables and sensors, enabling holistic visibility of performance ratio, grid availability, spare inventory status, and preventive maintenance schedules.

View Software

Tray.ai

Tray.ai is an API integration platform that allows users to innovate, integrate, and automate organization with no developer resources needed. Tray.io enables users to connect their entire cloud stack on their own. With Tray.ai, users can easily build and streamline processes with a specifically designed visual workflow editor. Tray.io also empowers the users' workforce with automated processes. The intelligence powering the first iPaaS that everyone can use to complete business processes using natural language instructions. Tray.ai is a low-code automation platform designed for both non-technical and technical users to create sophisticated workflow automations that facilitate efficient data movement and actions across multiple applications. Our low-code builder and new Merlin AI transform the automation process by bringing together the power of flexible, scalable automation; support for advanced business logic; and native generative AI capabilities that anyone can use.

View Software

Data Virtuality

Connect and centralize data. Transform your existing data landscape into a flexible data powerhouse. Data Virtuality is a data integration platform for instant data access, easy data centralization and data governance. Our Logical Data Warehouse solution combines data virtualization and materialization for the highest possible performance. Build your single source of data truth with a virtual layer on top of your existing data environment for high data quality, data governance, and fast time-to-market. Hosted in the cloud or on-premises. Data Virtuality has 3 modules: Pipes, Pipes Professional, and Logical Data Warehouse. Cut down your development time by up to 80%. Access any data in minutes and automate data workflows using SQL. Use Rapid BI Prototyping for significantly faster time-to-market. Ensure data quality for accurate, complete, and consistent data. Use metadata repositories to improve master data management.

View Software

Mode

Mode Analytics

Understand how users are interacting with your product and identify opportunity areas to inform your product decisions. Mode empowers one Stitch analyst to do the work of a full data team through speed, flexibility, and collaboration. Build dashboards for annual revenue, then use chart visualizations to identify anomalies quickly. Create polished, investor-ready reports or share analysis with teams for collaboration. Connect your entire tech stack to Mode and identify upstream issues to improve performance. Speed up workflows across teams with APIs and webhooks. Understand how users are interacting with your product and identify opportunity areas to inform your product decisions. Leverage marketing and product data to fix weak spots in your funnel, improve landing-page performance, and understand churn before it happens.

View Software

Astro by Astronomer

Astronomer

For data teams looking to increase the availability of trusted data, Astronomer provides Astro, a modern data orchestration platform, powered by Apache Airflow, that enables the entire data team to build, run, and observe data pipelines-as-code. Astronomer is the commercial developer of Airflow, the de facto standard for expressing data flows as code, used by hundreds of thousands of teams across the world.

View Software

USEReady

Here’s a version reduced to approximately 800 characters: USEReady is a data, analytics, and AI solutions company that transforms data into actionable insights to drive better decisions. With over a decade of experience, USEReady offers migration tools like STORM and MigratorIQ, supported by a global team of experts. Their Pixel Perfect solution enhances BI platforms with advanced reporting workflows. USEReady’s two core practices, Data Value and Decision Intelligence, build modern data architectures and enable informed decisions for real-world outcomes. With offices in the U.S., Canada, India, and Singapore, USEReady has over 450 experts and has served more than 300 customers, including Fortune 500 firms. Partnering with Tableau, Salesforce, and AWS, USEReady has earned multiple awards like Tableau Partner of the Year. Headquartered in New York, USEReady promotes data democracy and self-service.

View Software

MessageGears

Use your modern data warehouse to power customer engagement and cross-channel marketing, opening a world of new possibilities for relevant, timely, personalized messaging that yields real results. Use all the data you have, not just what you’ve copied to your marketing cloud. Eliminate wasteful spending and send better messages across channels. MessageGears uses your data where it lives in the format it’s already in, giving you a full suite of enterprise marketing tools at a significantly lower cost of a typical marketing cloud. MessageGears Segment combines the power of an intuitive drag-and-drop segment builder with a segmentation engine that runs as fast as your data warehouse. MessageGears Message allows you to use any available data in any format to personalize messages to each of your customers at a scale that other email marketing providers can’t achieve.

View Software

Nucleon Database Master

Nucleon Software

Nucleon Database Master is a modern, powerful, intuitive and easy to use database query, administration, and management software with a consistent and modern user interface. Database Master simplifies managing, monitoring, querying, editing, visualizing, designing relational and NoSQL DBMS. Database Master allows you to execute extended SQL, JQL and C# (Linq) query scripts, provides all database objects such as tables, views, procedures, packages, columns, indexes, relationships (constraints), collections, triggers and other database objects.

Starting Price: $99 one-time payment

View Software

ActionIQ

The ActionIQ Customer Data Platform enables you to align your people, technology, and processes to deliver exceptional customer experiences across every touchpoint. How to separate the CDP posers from the true players. Download ActionIQ’s guide to save yourself months of frustrating research and get to the truth on the confusing CDP landscape. In today’s experience economy, consumers expect brands to know them and consistently deliver authentic, helpful experiences. The ActionIQ CDP enables large organizations to solve chronic customer data fragmentation and gain the customer intelligence needed to orchestrate experiences across all their brand touchpoints. Build an omnichannel “smart hub” stack that unifies data and empowers teams with the real-time insights they need. Gain deep customer understanding that enables you to deliver trust-building, profitable customer experiences at scale.

View Software

Striim

Data integration for your hybrid cloud. Modern, reliable data integration across your private and public cloud. All in real-time with change data capture and data streams. Built by the executive & technical team from GoldenGate Software, Striim brings decades of experience in mission-critical enterprise workloads. Striim scales out as a distributed platform in your environment or in the cloud. Scalability is fully configurable by your team. Striim is fully secure with HIPAA and GDPR compliance. Built ground up for modern enterprise workloads in the cloud or on-premise. Drag and drop to create data flows between your sources and targets. Process, enrich, and analyze your streaming data with real-time SQL queries.

View Software

mParticle

mParticle is the leading Customer Data Platform (CDP) for multi-channel consumer brands . Companies such as Airbnb, Overstock, Venmo, Spotify and Postmates use mParticle to create a unified, real-time customer data pipeline that enables them to win in key moments of the customer journey. Founded in 2013, mParticle is headquartered in New York City with offices in Delray Beach, London, San Francisco and Seattle.

View Software

BDB Platform

Big Data BizViz

BDB is a modern data analytics and BI platform which can skillfully dive deep into your data to provide actionable insights. It is deployable on the cloud as well as on-premise. Our exclusive microservices based architecture has the elements of Data Preparation, Predictive, Pipeline and Dashboard designer to provide customized solutions and scalable analytics to different industries. BDB’s strong NLP based search enables the user to unleash the power of data on desktop, tablets and mobile as well. BDB has various ingrained data connectors, and it can connect to multiple commonly used data sources, applications, third party API’s, IoT, social media, etc. in real-time. It lets you connect to RDBMS, Big data, FTP/ SFTP Server, flat files, web services, etc. and manage structured, semi-structured as well as unstructured data. Start your journey to advanced analytics today.

View Software

Mage Sensitive Data Discovery

Mage Data

Uncover hidden sensitive data locations within your enterprise through Mage's patented Sensitive Data Discovery module. Find data hidden in all types of data stores in the most obscure locations, be it structured, unstructured, Big Data, or on the Cloud. Leverage the power of Artificial Intelligence and Natural Language Processing to uncover data in the most complex of locations. Ensure efficient identification of sensitive data with minimal false positives with a patented approach to data discovery. Configure any additional data classifications over and above the 70+ out of the box data classifications covering all popular PII and PHI data. Schedule sample, full, or even incremental scans through a simplified discovery process.

View Software

Azquo

Azquo is a ground-breaking Business Intelligence tool that saves time and resources by combining processing, calculation and analytics in a single platform which integrates seamlessly with Excel. Its unique Smart Data Store acts as a virtual ‘Satellite Data Warehouse’ which connects with all your internal and external data sources/repositories without any disruption to existing systems. Its control and reporting interface is Excel-based, meaning that Line of Business Analysts can extract the information they need simply, whilst providing total transparency for their Data Scientist colleagues in the I.T. department. Azquo® is an innovative new approach to Business Intelligence and to the way in which data is stored, labelled and used by a computer. No other system for reporting is capable of the flexible efficiencies that can be achieved by Azquo. We don’t call it a database as such – because that suggests a dimensionality that simply doesn’t exist in Azquo.

View Software

actiondesk

Actiondesk

Don't learn a new tool: use spreadsheet features and formulas you already know like COUNTIF(), SUMIF() and much more. Connect two tables without SQL with our LOOKUP() function. Go deeper in your analyses by building pivot tables with your company data. Don’t spend time updating or rebuilding your reports. Instead, enjoy automatically updated data. Reveal your data trends overtime, compare and get fast insights by adding line, stacked or pie or charts to your reports. Explore our popular templates to create dashboards with data from other platforms.

View Software

CaptivateIQ

Created by a team with decades of commissions experience, CaptivateIQ is pioneering the new standard in commission management and enabling companies to reclaim the power of incentives with a platform built for revenue teams. Twenty-eight of the Forbes Cloud 100, including leading brands like Amplitude, Gong, and Hopin, use CaptivateIQ to power their commission programs. They have over $164.6M in funding from ICONIQ, Workday Ventures, Sequoia, Accel, Sapphire, Bessemer, Y Combinator, Amity Ventures, S28, and other leading investors.

View Software

Trifacta

The fastest way to prep data and build data pipelines in the cloud. Trifacta provides visual and intelligent guidance to accelerate data preparation so you can get to insights faster. Poor data quality can sink any analytics project. Trifacta helps you understand your data so you can quickly and accurately clean it up. All the power with none of the code. Trifacta provides visual and intelligent guidance so you can get to insights faster. Manual, repetitive data preparation processes don’t scale. Trifacta helps you build, deploy and manage self-service data pipelines in minutes not months.

View Software

Sigma

Sigma Computing

Sigma is a modern business intelligence (BI) and analytics application built for the cloud. Trusted by data-first companies, Sigma provides live access to cloud data warehouses using an intuitive spreadsheet interface empowering business experts to ask more of their data without writing a single line of code. With the full power of SQL, the cloud, and a familiar interface, business users have the freedom to analyze data in real time without limits. Sigma is self-service analytics as it was meant to be.

View Software

Business Software for Snowflake - Page 17

Top Software that integrates with Snowflake as of December 2025 - Page 17

ZoomInfo GTM Studio

Coworker.ai

Arctic Embed 2.0

Orchestra

FeatureByte

Mastek Lightbeam

OpenMetadata

Claude for Financial Services

Airia

AlphaGeo

Aleph

Codd AI

FutrOS

Tray.ai

Data Virtuality

Mode

Astro by Astronomer

USEReady

MessageGears

Nucleon Database Master

ActionIQ

Striim

mParticle

BDB Platform

Mage Sensitive Data Discovery

Azquo

actiondesk

CaptivateIQ

Trifacta

Sigma