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CLUSTER ANSWERS-COPILOT-SUPPORT · 19 ENTRIES · EARLIEST ENTRY 2025-09-13

Vertical AI copilot assistants

This cluster consists of AI copilots tailored to specific domains such as customer support, IT operations, fraud investigation, interviews, and homework. The dated history before the index start is too thin (only 4 entries) to identify a trend shape. In terms of traction, wishpilot leads with 12 stars, followed by keet (1 star) and opspulse-ai (0 stars).

Entry timeline

ENTRY TIMELINE

SEP 2025: 1DEC 2025: 1JUL 2026: 1AUG 2026: 3SEP 2026: 8OCT 2026: 5
SEP 2025OCT 2026

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 · 2 ai-built · 2 hand-coded · 15 unlabelled

Operator · 11 hobby · 2 indie · 6 unlabelled

Two labels per entry, never collapsed into one: how it was built, and who stands behind it. Counted over the 19 listed below. Unlabelled means nothing has decided yet — not that the answer is small.

  1. 01SupportIQ0★1 day—hobbyCustomer support copilot that triages incoming tickets, predicts urgency, retrieves similar past resolutions, and drafts answers for human review.
  2. 02iCopilot0★17 days—hobbyDesktop meeting copilot that listens to system audio and reads on-screen coding problems to generate spoken answers and code for technical interviews.
  3. 03Enterprise-IT-Support-Agentic-RAG-Copilot0★2 days—hobbyEnterprise IT support copilot that answers employee questions from private knowledge sources and supplements with web search when internal evidence is weak.
  4. 04FundLens0★6 days—hobbyAI research copilot that answers questions about Indian mutual funds from official regulations and historical NAV data, citing sources and refusing personalized investment advice.
  5. 05ai-support-ops-copilot0★5 days—AI support copilot that answers customer questions from a knowledge base, triages tickets, and drafts replies for human approval.
  6. 06yokoten0★13 dayslivehobbyAI knowledge copilot that answers engineering teams' questions from lessons-learned documents with cited source pages and abstains when evidence is missing.
  7. 07StudyCompanion0★13 days—hobbyStudy copilot that watches a shared tablet screen, answers spoken questions with hint-first tutoring, and visually points to relevant parts of study material.
  8. 08tracc0★12 daysliveindieAI operations copilot for freight logistics that monitors KPIs, predicts shipment delays, and answers operational questions in chat.
  9. 09financial-RAG-copilot0★6 days—AI copilot that answers questions about SEC filings and analyzes earnings reports to support financial research.
  10. 10discount-copilot0★22 dayslivehobbyAI copilot that answers food-delivery sales reps' questions about discount campaign performance and recommends better offers, showing the queries behind each answer.
  11. 11education1★1 mo—AI homework copilot that scans incorrect questions and generates a personalized study path with practice.
  12. 12opspulse-ai0★1 molivehand-codedhobbyAI operations copilot for customer support that provides decision feeds and analytics dashboards to identify risks and actions.
  13. 13ops-pilot-ai0★1 mo—AI support copilot that ingests tickets, logs, and runbooks to provide answers, triage, summarization, and automated remediation.
  14. 14AI_MERCHANT0★1 molivehobbyAI copilot for merchants that answers revenue and inventory questions from commerce data and queues risky actions for approval.
  15. 15AI-Customer-Success-Copilot0★1 molivehobbyAI support copilot that answers questions from uploaded company documents with cited sources.
  16. 16support-copilot-rag0★4 molivehand-codedhobbyAI support copilot that answers customer questions using hybrid retrieval and reranking, ingests screenshots via OCR, and displays response analytics.
  17. 17health-care-copilot0★9 mostaleliveai-builtindieAI copilot that assists users with health care related questions, guidance, or information management.
  18. 18SEC Filing Intelligence Copilot0★unknownliveAI research copilot that answers questions about public SEC filings with cited workflows for financial analysts.
  19. 19Conference Navigator0★unknownliveai-builtAI guide that helps conference attendees discover relevant sessions, connect with speakers, and understand Copilot and licensing topics.

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.