Methodology
The IP: 17+ proprietary, science-grounded methodologies. Built on 4,000+ studies, not "prompts on a hunch".
Symbiosis Lab · Evgeny Orlov's AI lab
Model size isn't the edge. Methodology is.
A small model with our method beats an expensive one without it by up to 700×. Proven across 6 studies. On that foundation: 11 AI products for research, hiring, content and sales. They run locally, without sending your data to OpenAI, Yandex or Sber.
700×
That's what methodology adds on top of the model. Not "a little better", but hundreds of times. The market pays for model size. You pay for results.
Why it works
Everyone chases model size. We win with methodology and hand it to you.
The market believes bigger models are smarter. We proved the opposite. Methodology beats model size by 700×, across 6 studies. That's why our products are more accurate, cheaper, and run on your own infrastructure, so your data never leaves. You get frontier-model results at the price of an ordinary one.
Technology
Orchestration and multi-agent systems. Model councils, peer-review, self-healing, audit trail.
Data
Accumulation and network effect. Every run makes the next one sharper, so the advantage compounds.
A competitor copies one layer at a time. All three at once, plus the science behind them: that's years of lead.
Products
One foundation. Eleven products.
Each one solves a single expensive problem. Take one or build your whole ecosystem on them.
01
Research & Knowledge
When a data error costs money and reputation
PRISMLIVE
A council of 6 frontier models runs and double-checks your research, with a source for every number.
quality composite 8.05 / 10
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Tessera·HPLIVE
NotebookLM for proprietary methodologies: bilingual, with citations and memory for your AI agents.
retrieval $0.65 / year · answer ~18.8 s
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Startup AnalyticsLIVE
A council of AI analysts scans the startup market and delivers an honest "Pulse" every day.
corpus ~3,100 startups · ~3.5 ₽ / issue
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02
Hiring & Team
When a bad hire costs months and millions
HANTIBETA
An AI recruiter sees what a résumé can't: whether the candidate can think alongside AI.
scoring in ~13 s · 1000+ ADI measurements
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Team PulseSoon
Direct AI hiring without a recruiter: the candidate interviews with AI, and you get a scored report.
~$5–6 per interview · pre-invite
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03
Marketing, Sales & Visibility
When you need leads and sales, not just traffic
Content FactoryBETA
A content factory that builds the strategy first, then generates the content. Not the other way around.
130K visits/quarter · average deal 350,000 ₽
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GEO OptimisationOPEN BETA
Get into AI answers instead of your competitors. Customers already ask the AIs, and only 2-3 brands show up.
first check free, no card
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Epic HunterLIVE
An AI seller in a video widget sells for you 24/7 and lifts site conversion 2-3×.
conversion ×2–3 · from 2,990 ₽/mo · 14 days free
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04
Building & Operations
When you need to build and ship, not hire
SYNAPSESoon
Describe an idea, get a working app at a link. And watch every AI decision happen live.
launch summer 2026 · invite-only
Join the waitlist →
Symbiosis CRMLIVE
Just talk a contact into it: the card fills itself in and moves down the funnel on its own.
AI qualifier 8/8 on test cases
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Who it's for
What you get depends on who you are.
For enterprises
AI on your own infrastructure, so data stays in. Start with a pilot, scale to a strategic partnership.
Discuss a pilot →For agencies
Ready-made tools for your clients: content, marketing, hiring. Plus a license to our methodologies under your own brand.
Explore the tools →For startups & experts
Products you can switch on today. Self-serve, no integrators, no long rollouts.
Try it now →For researchers & partners
Access to the author's stack: methodologies, publications, co-authorship, licensing.
To the methodologies →
Trust
Proof, not promises.
"We measure not hard skills, but the ability to think alongside AI. These are the new rules of hiring, and we wrote them."
Lidia Kobilyatskaya
Co-founder, COO · co-author of "The New Rules of Hiring in the AI Era" · 50/50 IP on ADI/HRP
First investor secured in the hiring vertical. Talks under way with investors from Bahrain / UAE. Interest from government bodies in local AI solutions.
Fitoro
Endemika
ChocoBerry
Bricks
WB / Ozon
Founder
Evgeny Orlov
AI Systems Architect
"I build agents that build and manage agents. And methodologies for the points of failure."
Not an "AI consultant", but a methodologist-architect. Author of 17+ methodologies (SPE, CAPE, INoT, GEO, ADI/HRP) and the "local AI for business, no data sent outside" approach.
SPECAPEINoTGEOADIHRP
Tell us the problem, and we'll match a product or build the solution.
Locally. On your own perimeter. With methodology, not hype.