Genla · Lab

GenEtics

Next-generation human-centred cybernetic systems

GenEtics
About the lab

GenEtics

GenEtics designs and builds intelligent cybernetic systems that unite people, large language models, corporate knowledge, data, software tools and dynamically evolving AI agents into a single control loop. We see artificial intelligence neither as a standalone service nor as a set of disconnected assistants — our task is to embed intelligence directly into the architecture of the organisation. We build systems that understand context, receive feedback, interact with people and digital infrastructure, and help the organisation move towards its goals.

Capabilities

What's inside

01

Corporate AI agents

Specialised digital agents for specific functions: executive assistants, employee helpers, internal consultants, support agents, analysts, agents for documents and knowledge management. Each gets its own role, toolset, permissions, limits and interaction rules.

02

Multi-agent systems

Several specialised agents interact with each other: an agent receives the request → an analyst gathers data → an expert forms the solution → a controller verifies the result → an executor triggers the action → the system records feedback.

03

Corporate memory

Knowledge loops that combine documents, instructions, policies, knowledge bases, technical and product documentation, decision history, methodologies and accumulated expertise. AI works not only from the general knowledge of the model, but with the context of the specific organisation.

04

Feedback

The system accounts for the results of its own actions: was the outcome achieved, did the user accept the recommendation, did the business metric change, was there an error, is human involvement required. Intelligence becomes part of a closed control loop.

05

Ethics by Design

During design we define which decisions AI may take on its own, where human confirmation is required, which data the system can access, which actions are forbidden, which events require escalation and who bears responsibility. Ethics, control and security are designed together with the intelligence.

06

Human-in-the-Loop

For business-critical decisions people stay inside the control loop: AI gathers information, performs analysis and proposes a solution, while execution requires confirmation from an authorised employee. The level of autonomy is set by process risk, not by model capability.

Advantages

Why it works

A single intelligent layer

AI stops existing as dozens of independent services and becomes part of the overall architecture.

Access to corporate knowledge

Organisational knowledge becomes available at the moment a decision is made, and employees find and use accumulated expertise faster.

Automation of intellectual operations

Repetitive tasks can run autonomously or under human control, reducing the information load on employees.

Preserving corporate context

The system accounts for internal rules, knowledge and the specifics of the organisation — its digital DNA.

Managed autonomy

The company itself decides which actions AI may perform independently.

Scaling expertise

The knowledge of the best specialists becomes available to more employees through corporate intelligent systems.

Products & services

What's included

Layer 1 — People Employees, managers, clients, partners.
Layer 2 — Interface Chats, applications, corporate systems, voice interfaces and other points of interaction.
Layer 3 — AI agents Specialised intelligent roles and multi-agent teams.
Layer 4 — Knowledge and data Documents, databases, CRM, ERP, analytics and corporate memory.
Layer 5 — Tools Software, APIs, automation, compute services and external systems.
Layer 6 — Control Access rights, limits, logging, checks, confirmations and security mechanisms.
Layer 7 — Feedback Action results, user ratings, process metrics and changes in system state.
Use cases

How it is used

Knowledge management

Instead of searching through hundreds of documents, an employee interacts with an intelligent system in natural language: find a policy, compare documents, get an answer with a source reference, prepare a document from an internal template, review project history, check compliance with internal rules.

Intelligent process management

The system tracks metrics, detects deviations, analyses causes, raises warnings and recommendations, monitors task completion, prepares management reporting and initiates action sequences — a single intelligent loop instead of disconnected AI tools.

FAQ

Frequently asked questions

Is GenEtics about building AI agents?
Yes, but the direction is much wider. A single agent is only one element of the system. GenEtics designs the whole architecture: models, agents, knowledge, data, tools, rules, security, feedback and human involvement.
How does GenEtics differ from GenDev?
GenDev builds the software system. GenEtics builds the intelligent control loop inside that system. In practice the directions often work together.
Can the system run entirely locally?
Yes. Depending on client requirements the system can use local models, its own servers and a closed corporate loop — for this GenEtics integrates with GenFleet and GenBlock solutions.
Can AI perform actions on its own?
Yes, if the requirements of the specific process allow it. We design different levels of autonomy — from a recommendation system to autonomous agents acting within strictly defined boundaries.
How does the system account for company rules?
Corporate knowledge, instructions, roles, access rights, limits, escalation rules and control mechanisms are built into the architecture.
Can we start with one agent?
Yes. Often the optimal path is to start with one process, verify the effect and then gradually extend the intelligent loop of the organisation.
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The information on this website is for informational purposes only, reflects the results of specific integration projects and does not constitute a public offer as defined by Article 437 of the Civil Code of the Russian Federation. All calculations, partner-program terms and economic indicators are individual for each project and are fixed solely in bilateral agreements.