Knowledge layer platform

The reasoning layer your knowledge deserves

Structured knowledge.
Expert reasoning.

Tesserix is a knowledge layer platform and AI reasoning marketplace. Users publish and subscribe to structured knowledge layers — from personal overlays to foundation knowledge graphs. Your domain. Your depth. Adversarially verified.

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Knowledge architecture

Four layers. One reasoning engine.

Knowledge builds from personal context up through community consensus to foundation truth — and Andamento queries all of it simultaneously.

Your Personal Overlay
Your notes, your context, your interpretations
Personal
Org & Team Layers
Shared institutional knowledge and standards
Org
Community Layers
Domain expert networks — publish, subscribe, and build
Community
Foundation Knowledge Graphs
Authoritative sources, structured at practitioner depth
Foundation
The problem

Markdown files aren't
agent memory.

The AI community settled on a solution: dump everything into text files. CLAUDE.md. AGENTS.md. Skills. Knowledge bases. Your agent loads 40 files just to start a conversation — half your context window gone before it thinks.

Worse: it's not memory. It's re-reading. Every session, from scratch. You're not building knowledge. You're maintaining text files.

✗
Markdown Stack
AGENTS.md · MEMORY.md · 12 skill files loaded every session. Context used before the first question. Agent re-reads your notes. Forgets everything by morning.
✗
The Real Problem
Update a markdown file. Forget next week. Your agent confidently answers from stale context — and you have no idea.
✓
With Tesserix
Structured knowledge that connects, persists, and updates. Your agent doesn't re-read your notes — it actually knows things. And shows its work.
How it works

Three steps to expert depth.

01

Name your domain

Finance, crypto, real estate, law — or any niche. Any depth, any field.

02

We build your knowledge layer

Authoritative sources, verified facts, structured at practitioner depth. Ready in ~15 minutes.

03

Plug into your agent

OpenClaw skill, Claude MCP tool, or REST API. Your existing agent becomes an expert.

Andamento Engine

4–8 agents.
In parallel.

Andamento — from andamento, the flow and direction of tesserae in a mosaic — is the multi-agent pipeline at Tesserix's core. Each query runs through Scout, Analyst, Challenger, Synthesizer, and Formulator simultaneously.

The Challenger agent adversarially reviews every answer before it's returned. No confident hallucinations.

andamento/
scout
1.2s
analyst
2.1s
challenger
1.8s
synthesizer
0.9s
formulator
0.6s
Total pipeline ✓ 2.4s · Verified
Why it works

Not another RAG.
Genuinely verifiable.

Three things that make Tesserix agents fundamentally more trustworthy.

⚔

Adversarial Review

Every answer is challenged by a second model before your agent delivers it. Errors are caught, corrections are made. Not just retrieved — interrogated.

3-tier
verification on every query
◈

Structured Knowledge

Knowledge stored as connected triplets — not text blobs. Entities, relationships, and confidence scores. Your agent understands, not just retrieves.

∞
persistent, connected knowledge
⬡

Drops Into Any Agent

OpenClaw skill, Claude MCP tool, or REST API. One integration replaces multi-step retrieval, verification, and memory orchestration — at a fraction of the token cost.

85%
fewer tokens than equivalent pipelines
What this unlocks

Expert knowledge for
any professional domain

Not built for one industry. Infrastructure for any agent that needs to go beyond general knowledge.

Crypto & DeFi Options Trading Financial Analysis Tax & Accounting Legal Research Medical & Clinical Real Estate Engineering Macro Investing Compliance & Risk Your Domain →
Get early access

Make your agents
genuinely expert.

We'll build your first domain knowledge layer free and drop it into your agent — OpenClaw, Claude, or anything with an HTTP call.