Sensei — AI Agent Inside Your Perimeter
Sensei Platform

AI Employee

from 2 days to 10 minutes

Sensei is a virtual employee that lives on-premise inside your perimeter. Connects to CRM, OSS/BSS, NMS and billing and returns ready results. Data never leaves your perimeter.

2-3 days → 10 min
Ticket processing speed
Hundreds hrs/mo
Saved on routine
100% on-prem
Inside your infrastructure
sensei · ticket #ISS-054
live
AI Task Analyst
Trusted by telecom operators
Problems → Solutions

What business processes can you
optimize with Sensei

Every day engineers and operators spend hours on routine tasks that Sensei completes in minutes — within your regulations, under your audit.

01

Technical Feasibility Check

Sensei collects data from OSS/BSS, checks ports and routes, and forms a ready answer to the ticket.

Before2-3 days
After10 min
02

L1 Incident Analysis

Context gathering, prioritization, recommendations — automatically. The engineer gets a ready action plan.

Before40 min
After5 min
03

Subscriber Service Routine

Customer card, request history, response preparation — without switching between systems.

Before200+ hrs/mo
After20 hrs
04

Windows Needed per Task

Sensei navigates the systems itself and returns the result to your familiar interface.

Before8 systems
After1 chat
05

Your Task

Describe your task and we'll explain how Sensei can help solve it

Platform Architecture

One agent between your business and all your systems

Sensei lives inside the company's secure perimeter. Accepts tasks via familiar channels, accesses internal systems, and returns ready results. Nothing leaves the perimeter.

company perimeter
Sensei.
CRM
OSS/BSS
NMS
NetBox
JiraJira
TelegramTelegram
TrelloTrello
MiroMiro
Automation Areas

What tasks Sensei takes on

  • 01Technical ChecksConnectivity, equipment, ports and route verification. Answer with full justification.
  • 02L1 IncidentsData collection for the incident, SLA prioritization, recommendations for the operator.
  • 03Subscriber ServiceCustomer card, request history, first-line response template.
  • 04Commercial BlockTariff reconciliations, billing operations, service replies and documents.
  • 05IntegrationsCRM, OSS/BSS, NMS, NetBox, billing, ticketing systems.
How It Works

Simple. Fast. Secure.

Four steps from task to ready result.

01

Assign a Task

Through a ticket, service desk, messenger, or voice. The familiar way for the team.

TicketMessengerVoice
02

Sensei Connects

To your internal systems — inside the company's secure perimeter.

CRMOSS/BSSNMSNetBoxBilling
03

Analyzes Context

Collects data, checks regulations, evaluates parameters. Data stays inside.

100% of data stays inside your infrastructure
04

Returns the Result

Ready answer to a ticket, report, letter, or card. Critical actions require human confirmation.

AnswerReportCardDocument
Closed Perimeter

Everything your security team needs — already built into the platform

Air-gapped

Works without internet access — Sensei lives entirely within your perimeter.

RBAC

Role-based access control — each agent acts strictly within its assigned permissions.

Audit

Logging of all prompts and actions — the event stream goes to your SIEM.

Standards Compliance

Sensei architecture is designed to meet the requirements of international information security standards.

ISO 27001ISMS
SOC 2Type II
OWASP ASVSLevel 2
Frequently Asked Questions

FAQ

If your security team still has open questions — we are ready to provide an architecture document and conduct a security review.

Where does customer and employee data go?

Nowhere. Sensei works in your on-premise perimeter. No outgoing connections to the external internet, no external LLM providers, no telemetry from us.

Which LLMs are used and where do they run?

Locally deployed open-source models on your hardware. We support Llama 3, Qwen within the perimeter. External API services (OpenAI, Anthropic) are not used.

What can Sensei do autonomously?

Only what is permitted by your regulations. By default — reading and preparing a response. Any changes in the system require human confirmation or explicit permission in the policy.

How is Sensei's access to systems controlled?

Standard service account with minimum privileges. Access to CRM, OSS/BSS, NMS is assigned by your admin on a least-privilege basis. Revoked with one click.

Can every action be tracked?

Yes. Full audit log for every request: which systems were queried, what data was read, what changes were proposed or made. The log integrates with your SIEM.

How is the platform updated? What about the delivery pipeline?

Images are delivered according to your regulations — DEV → STAGE → PROD. No forced updates. Each release passes your security checks before deployment.

Still have questions?

We'll walk you through the architecture, conduct a security review, and answer everything personally.

Cases

What Sensei already does in telecom

Five roles in which the AI employee replaces routine: from incident analysis and technical checks to configs and network and subscriber analytics.

Team

34 AI experts

The expertise of ICEROCK specialists in artificial intelligence plays a key role in creating innovative solutions.

Vlad Pakhomov

Vlad Pakhomov

co-founder

Shapes Sensei's product strategy and helps connect customer business goals with the capabilities of the AI platform.

  • Product Strategy
  • AI Transformation
Alexander Pogrebnyak

Alexander Pogrebnyak

CEO

Provides strategic vision for what business challenges AI is being built to solve, and secures the necessary resources for the project.

Team34 members
  • AI-based Business Automation
Alexey Mikhailov

Alexey Mikhailov

AI Architect

Designs the fundamental technical structure of the entire AI system, ensuring its scalability and reliability.

Team12 members
  • Business Analysts
  • ML Engineers
Stanislav Karakovsky

Stanislav Karakovsky

Head of Web Development

Responsible for building user interfaces and APIs across the entire platform.

Team8 members
  • Frontend & Backend Developers
  • Full-Stack Developers
Client Reviews

What they say after deploying Sensei AI Agent

Stories from telecom operators who have integrated Sensei into their processes — from technical checks to subscriber service.

Network fault diagnostics that used to occupy our NOC team for days now resolve in under 15 minutes. Sensei sits entirely within our infrastructure — our compliance team signed off without a single objection.

Markus Brenner
Markus Brenner
VP of Network Operations, TLV

We went from pilot to production in four weeks. Call-centre ticket volume dropped by 40% in the first month — Sensei handles routine subscriber queries before they even reach an agent.

Sophie Leclercq
Sophie Leclercq
Head of Customer Experience, EuLink

OSS/BSS integration was smoother than any vendor tool we have deployed in the past five years. Incident correlation across three systems now happens automatically — engineers get a clear action plan, not raw logs.

Rafael Costa
Rafael Costa
Director of Technology, Televo

The on-premise deployment model was the deciding factor for us. Data sovereignty is non-negotiable in our region, and Sensei delivered exactly that — no external API calls, no telemetry leaving our perimeter.

Anna Eriksson
Anna Eriksson
Chief Information Security Officer, Eurion

Network fault diagnostics that used to occupy our NOC team for days now resolve in under 15 minutes. Sensei sits entirely within our infrastructure — our compliance team signed off without a single objection.

Markus Brenner
Markus Brenner
VP of Network Operations, TLV

We went from pilot to production in four weeks. Call-centre ticket volume dropped by 40% in the first month — Sensei handles routine subscriber queries before they even reach an agent.

Sophie Leclercq
Sophie Leclercq
Head of Customer Experience, EuLink

OSS/BSS integration was smoother than any vendor tool we have deployed in the past five years. Incident correlation across three systems now happens automatically — engineers get a clear action plan, not raw logs.

Rafael Costa
Rafael Costa
Director of Technology, Televo

The on-premise deployment model was the deciding factor for us. Data sovereignty is non-negotiable in our region, and Sensei delivered exactly that — no external API calls, no telemetry leaving our perimeter.

Anna Eriksson
Anna Eriksson
Chief Information Security Officer, Eurion
Get Started

Request a Demonstration

Leave your contacts — we'll prepare an implementation scenario for your processes and show how Sensei solves your business tasks.

On-premise, no data export

Data stays within your perimeter

Pilot in 2–4 weeks

Quick launch on the first process

Measurable result

Effect visible from the first process

We'll call within an hour and prepare a scenario for your process.

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