Every knowledge graph solution sucks.

Not "could be better." Not "has room for improvement." They actually suck.

Either they're academic research projects that barely work outside of toy examples, or they're enterprise bloatware that costs six figures and takes three months to set up.

There's nothing in between. Nothing you can just... use.

So we built it.

The Problem

I needed a knowledge graph for a project. Simple use case: track relationships between research papers, authors, and institutions.

Here were my options:

Neo4j: Great database. Absurd pricing. Want to use it in production? $72k/year minimum. Oh, and you need to hire someone who knows Cypher.

Academic solutions: Some professor's PhD thesis turned into a GitHub repo with 47 stars. Last commit: 3 years ago. Documentation: "see paper."

Build it myself: Sure, I'll just casually implement a graph database, query engine, and API layer. Should only take... 6 months? A year?

All terrible options.

What Was Missing

Nobody was building the obvious thing: a managed knowledge graph service that doesn't suck.

Something with:

Actual graph database (not just SQL with JOINs)
Simple API (not "read this 400-page manual first")
Reasonable pricing (not enterprise BS)
AI integration (because it's 2026, not 2006)
Free tier (to actually try it)

This seemed... obvious? Like someone should have built this already?

But nobody did. So we did.

Design Principles

1. Start in 5 minutes, not 5 months

No "contact sales." No "schedule a demo." No "enterprise onboarding process."

If you can't get value in the first session, we failed.

2. Pricing that makes sense

Free tier: 5k events/month. Enough to actually build something.

Paid tiers: Based on usage, not "user seats" or whatever pricing consultants dream up.

You know exactly what you'll pay. No surprise bills.

3. AI-native from day one

Everyone's bolting AI onto their products as an afterthought. We built it in from the start.

Your knowledge graph gets an AI agent. It understands your schema. It can traverse relationships. It actually helps.

Not a chatbot that regurgitates your docs. An agent that queries your graph intelligently.

4. No lock-in

Export your data anytime. Full export. No games.

We're not trying to trap you. We're trying to be good enough that you don't want to leave.

What We Built

Antonlytics is:

A real graph database (ontological triplets, not fake relationships)
REST API + Python/JS SDKs (use it however you want)
Visual query builder (for when you don't want to write code)
AI agent (powered by Claude, understands your graph)
Dashboard & analytics (see what's happening)
Team collaboration (invite your team, share projects)

It's the platform I wanted to exist when I was building systems that needed knowledge graphs.

Who This Is For

You should use Antonlytics if you're building:

Research tools: Track papers, citations, collaborators
Knowledge bases: Documentation with actual relationships
Recommendation engines: Based on real connections, not just similarity
Org charts: Who knows who, who worked where
Supply chains: Track dependencies and relationships
AI agents: That need structured memory, not vibes

Basically: if you have data with relationships and you want to query those relationships, you need a knowledge graph.

And if you need a knowledge graph, you should use Antonlytics. Because the alternatives suck.

What Makes Us Different

We're not trying to be everything to everyone.

We're not building "the enterprise knowledge graph solution for Fortune 500 digital transformation initiatives" or whatever.

We're building for people who want to ship products. Who need a knowledge graph that just works. Who don't want to read a PhD thesis to get started.

If that's you, we built this for you.

Try It

Free tier. 5k events/month. No credit card required.

If you can't get value from it in the first session, we're doing something wrong.

If you can, you'll probably stick around. Because the alternatives suck.

Ready to build with knowledge graphs that don't suck? Sign up for Antonlytics — 5k events free, forever.