CLUSTER ANALYZES-DATA-INSIGHTS · 17 ENTRIES · EARLIEST ENTRY 2025-07-21
AI decision insight tools
This cluster consists of AI-powered applications that analyze diverse data types—position, business, materials, customer feedback, financial, and visual—to generate insights, recommendations, and visualizations for decision support. The dated entry history before the index start shows a sparse, steady pattern: one entry in each of seven months from March 2025 to July 2026, with no discernible acceleration. Traction leaders are MATASSIST-AI and insightlens-ai, each with 1 star, though the overall activity signal remains low.
Entry timeline
ENTRY TIMELINE
Each bar is the month a member carries, which is a creation date where the source published one and a crawl date otherwise. Nothing in the index was found before 11 August 2026, and coverage broadened sharply on 14–15 August, so a bar from then on reports how much we found that month, not how much was built; an earlier bar reports how far back a member's own source dated it — not how long we have been watching.
Members by activity
Activity signals, not revenue.
Build origin · 9 ai-built · 1 hand-coded · 7 unlabelled
Operator · 1 hobby · 1 indie · 15 unlabelled
Two labels per entry, never collapsed into one: how it was built, and who stands behind it. Counted over the 17 listed below. Unlabelled means nothing has decided yet — not that the answer is small.
- 01MATASSIST-AI1★1 moliveAI assistant that analyzes materials data and provides decision support for engineers.
- 02insightlens-ai1★2 moliveai-builtAI app that analyzes customer feedback from CSV uploads to generate executive insights and recommendations.
- 03Company-intelligence-agent0★1 mo—AI-driven tool that researches and compiles insights about companies to support business intelligence decisions.
- 04Fiscal0★1 moliveAI assistant that analyzes financial and business data and delivers actionable insights to help users make informed decisions.
- 05decisionpaleo0★2 mo—Offers AI-powered decision intelligence with fossil layer detection for analyzing agent choices.
- 06simolyai-report-craft-main2★1 yrabandoned—ai-builthobbyApp that uses AI to generate structured reports from user-provided data or inputs.
- 07simpleinsights-ai0★8 mostale—ai-builtAI-powered app that generates simple insights from business data for non-technical users.
- 08koru-ai-insight0★11 mostale—ai-builtAI app that analyzes uploaded data and generates insights and recommendations to help users make informed decisions.
- 09intellexa-ai-insight0★1 yrabandoned—ai-builtAI-powered tool that analyzes data and generates summarized insights for users seeking quick decision support.
- 10neurovision-insights-speak0★1 yrabandoned—ai-builtAI tool that analyzes visual data and generates spoken insights for users.
- 11Insight Canvas0★unknownlivehand-codedAI collaborative tool that helps users reason through and explore data analysis tasks interactively.
- 12Architectus0★unknownliveAI-powered business application that helps companies optimize workflows, reduce inefficiencies, and discover opportunities for growth through data-driven insights.
- 13AI Data Analyst0★unknownliveAI application that analyzes data and provides insights and visualizations to help users make decisions.
- 14어피니티버블 - 정성 분석 시각화0★unknownliveai-builtAI tool that analyzes large amounts of qualitative user data, derives insights, and visualizes them.
- 15AeroLens — AI Position Analysis0★unknownliveAI application that analyzes position data and delivers actionable insights to users.
- 16Adepoco — AI productivity tools and decision guides0★unknownliveai-builtindieProductivity suite that offers AI tools, browser extensions, and decision guides for tab management, stock analysis, and decision clarity.
- 17AI Decision Analytics0★unknownliveai-builtAI platform that helps users make better decisions by learning from historical strategies and insights.
Ranked by traction, highest first, and paged 20 at a time — this is a window on the cluster, never the whole of it. Ties are broken by a stable id so a product cannot appear on two pages or fall between them. Browse every cluster.