Agentic.ai

Overview

Agentic.ai is a news intelligence platform that watches the web for topics you care about and delivers signal over noise. You create Agents—semantic watchlists for topics, companies, or niche interests—and the platform continuously matches incoming coverage using vector similarity, not keyword spam.

Near-identical articles are deduplicated into clean story Clusters backed by multiple sources. For each cluster, AI Lenses explain what happened and why it matters from perspectives you choose—whether you're reading as a CEO, an engineer, an investor, or a parent. Lenses range from concise factual summaries to simplified explainers and forward-looking outlooks.

Beyond news, Company Tracker monitors specific company websites for meaningful changes—product launches, pricing updates, team changes, policy shifts—evaluated and categorized by AI so you only hear about what matters.

Save important clusters into Collections, then use Collection Chat to ask questions across your saved knowledge. Answers cite back to the underlying sources, turning your collection into a queryable research library.

Why we built it

Keyword alerts are noisy, duplicate-ridden, and never explain implications. Agentic.ai is built to deliver fewer, better alerts—deduplicated coverage with fast, role-aware interpretation and receipts. It's the difference between drowning in headlines and understanding what actually matters to you.

How it works

1. Create Agents for topics, companies, or interests you want to track 2. Incoming articles are deduplicated into story Clusters with multiple sources 3. AI Lenses interpret each cluster from your chosen perspective (factual, simplified, outlook, personal meaning) 4. Optionally monitor company websites for meaningful changes via Company Tracker 5. Save clusters to Collections and ask AI questions across your saved knowledge (with citations) 6. Get daily or weekly email briefings tailored to your timezone and schedule

Feature highlights

• Semantic Agents that track topics, competitors, and niche interests via vector matching—not keywords
• Deduplicated story Clusters that collapse repeated coverage into a single view with multiple sources
• Role-aware AI Lenses: factual summary, ELI12, outlook, personal meaning, and integrated brief
• Company Tracker for monitoring website changes (product launches, pricing, team, policy updates)
• Collections to save and organize important clusters
• Collection Chat: ask AI questions across saved clusters with cited answers
• Preference learning that refines match quality over time based on your feedback
• Configurable email briefings (daily/weekly, timezone-aware)
• Adjustable match quality threshold so you control signal vs. coverage

Notes

• Web App Only: No native iOS/Android app; responsive web app
• Audience: Competitive intelligence, research, investing, tech tracking, niche interests, anyone tired of noisy news alerts
• Disclaimers: Links to original sources; does not republish full paywalled text
• Tech Stack (high-level): Next.js 15 + Tailwind + shadcn/ui; Node (Fastify) API + BullMQ workers; Postgres (Neon) + pgvector + Drizzle ORM; Redis; OpenAI embeddings + GPT-5; Firecrawl for site monitoring; Render + Sentry + Amplitude