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. Local — without sending your data to OpenAI, Yandex or Sber.
700×
That's what methodology adds on top of the model. Not "a little better" — 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 — 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 — an advantage that 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 — 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 — 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 — at 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 — we'll match a product or build the solution.
Locally. On your own perimeter. With methodology, not hype.