Alternatives to Subsets

Conversational predictive AI agent that turns plain-English business questions into validated churn, LTV, demand, and ROAS forecasts delivered to your

Better Analyst — formerly Formula Bot — turns plain-English data questions into charts, dashboards, spreadsheets, and scheduled analytics workflows.

C3 AI is an agentic operating system for building and governing enterprise AI applications at scale.

Open source BI with AI answers you can trace back to the underlying query.

Domo prepares governed data for AI agents, giving you a platform for BI dashboards, workflows, and embedded analytics.

Lucanet's xP&A platform for real-time financial and operational planning in one live model instead of scattered spreadsheets.

Warehouse-native AI analytics runtime for governed apps, agents, and reporting on live cloud data.

Hex's agentic AI layer: natural-language questions answered as inspectable Python and SQL inside a governed multiplayer notebook.

Qualtrics turns customer, employee, and market signals into guided decisions for enterprises running high-stakes experience programs.

AI-powered interface for your own database — natural language queries, embeddable dashboards, and a spreadsheet-like table editor.

Product growth platform uniting analytics, in-app engagement, feedback, and session replay in one suite.

Polymer embeds AI-generated dashboards and conversational BI chat inside your own SaaS app.

Rows AI is a browser spreadsheet where you type '=' in a cell and describe the job in plain English — formulas, charts, joins, forecasts, even PDF-to-table

FP&A software inside HiBob that blends headcount and financial planning for mid-market teams.

RowSpeak turns messy Excel, CSV, PDF, and image tables into charts, dashboards, and reports using plain-English prompts.

AI-native data platform that folds ingestion, warehouse, BI, and AI agents into one private deployment in your own cloud.

Dash is Plotly's open-source Python framework for building interactive analytics web apps and dashboards without writing front-end code.

Describe a dashboard in plain English and Basedash Dashboard Agent builds it live on your governed warehouse metrics.

Calk AI lets marketing agencies build no-code AI agents that run client reporting, CRM updates and briefs from a plain-English prompt.

DataLab is DataCamp's cloud notebook that pairs an AI chat with a full Python, R, and SQL IDE so you can go from data to insight in the browser.

Sprig embeds AI-assisted in-product studies with session replay so you see what users did before they answered.

AI marketing attribution for B2B SaaS and agencies — see which channels, campaigns, and touchpoints drive pipeline and revenue

Enterprise DXP bundling an agentic CMS, experimentation, personalization, and data so brands can create and optimize digital experiences in one place.

Mastercard-owned enterprise personalization and experimentation platform that pairs machine learning with transaction data to tune content, offers, and

AI-native customer service platform and CRM that tunes every conversation toward retention and revenue

Geospatial AI that scores physical climate risk across 1M+ global assets under RCP 2.6, 4.5 and 8.5 scenarios.

Statsig unifies experimentation, feature flags, and product analytics on one data model — run it on Statsig's infra or inside your own warehouse.

Amplitude combines product analytics, session replay, experimentation, and an MCP server so AI agents can query your product data where you already work.

Stop guessing why users churn: Mapster turns every product feedback response into contextual, behavioral, and persona-specific data.

AI energy optimization for commercial buildings — automated HVAC and lighting control plus GRESB-ready ESG reporting.