Available January 2026

The fastest way to give your AI models clean, reliable facts.

10M+ atomized, vectorized, context-complete knowledge units, ready to query.

Independent and pre-chunked
Semantic + vector search
Fast and reliable API
Sources Restructured
5,114,834+
Context-Complete Atoms
10M+
Vector Dimensions
384–1024D

Built for the next generation of apps.

For Small Models

Small LLMs perform like much larger ones when they're grounded with precise facts.

For Retrieval Quality

Cleaner inputs → better outputs. Our atoms remove ambiguity, filler, and noise from text.

For Cheaper Context

Atoms average 4-12x fewer tokens than raw web content, without losing information.

Soon

For Your Data

Bring your own docs to our atomization pipeline so proprietary knowledge lives alongside public atoms.

The Bottleneck

Web search is
slow and inefficient.

The Search Trap

error_log.txt
  • Low Value, High Token Costs Web content is verbose and noisy.
  • Expensive Costs Popular web search APIs are costly.
  • High Latency Models aren't optimized for reading messy web content.

Our Atomic Standard

atom_v1.json
  • Context-Complete Ambiguity resolved. No "he" or "it" without reference.
  • Lossless Fidelity Every date, number, and qualifier preserved intact.
  • RAG-Optimized Written for retrieval. Clean inputs, clean outputs.
  • Pre-Vectorized Indexed and ready for semantic search immediately.
The Solution

Switch to
Knowledge Atoms.

The Pipeline

From raw text to intelligent atoms.

Our pipeline transforms messy unstructured data into AI-ready vectorized atoms.

01. INGEST

Raw Ingestion

We ingest terabytes of public corpora, preserving structural metadata while filtering noise.

02. ATOMIZE

Atomization

Complex documents are split into self-contained "atoms" with resolved references and context.

03. VECTORIZE

Vector Embedding

Each atom is embedded into high-dimensional space (384-1024d) for semantic retrieval.

04. SERVE

API Delivery

Millisecond retrieval via our global edge network. Ready for your LLM context window.

Pricing

Start for free, scale as you grow.

Simple usage-based pricing. No hidden fees.

Developer

Perfect for starting out.

$0 /month
  • $2 API Usage Monthly
  • Standard 72-Hour Support
  • Unlimited Paid Usage
  • Standard Rate Limits
Get Started
Most Popular

Scale

For production applications.

$0.0001 /request
  • Retrieve Up To 25 Atoms Per Request
  • 24-Hour Priority Support
  • 99.9% Uptime SLA
  • Extended Rate Limits
Contact Us

Enterprise

For large-scale deployments.

Custom
  • Unlimited requests
  • Dedicated support channel
  • Highest Uptime SLA
  • Private cloud deployment
Contact Sales

Give your AI cleaner facts.

Join early access + claim your $5 API credit.