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Building Reliable and Automated AI Systems.

A successful machine learning model is only the beginning. Our MLOps solutions bridge the critical gap from the lab to production, implementing the automated machine learning workflows needed to deploy, monitor, and govern your AI models at scale.

30+ Custom AI projects completed

50+ Certified Google Cloud Experts

Is Your Best AI Model Stuck on a Laptop?

The most common point of failure in an AI initiative isn't building a trained model; it's getting that model into production and keeping it there. Many organizations find their valuable ML models are stuck in the data science "lab," unable to create business value because of a chaotic operational process. Without a strategy for machine learning operations (MLOps), your business faces:

Manual, Error-Prone Deployments

Your machine learning engineers spend weeks manually deploying each new model, a slow and risky process that stifles innovation.

"Stale" and Decaying Models

Once deployed, your models are left unmonitored. Their performance degrades over time as they encounter new, unseen data (a problem known as data drift), making their predictions unreliable.

A Lack of Governance and Control

With no central process, you can't track which model version is running, who deployed it, or why it's making certain predictions, creating a black box of operational and compliance risk.

РСшСния

From a Static Model to a Living ML System

Machine learning operations (MLOps) is a discipline that applies the principles of DevOps to the machine learning lifecycle. It's about creating automated, reliable, and repeatable processes for managing your machine learning models. As your expert MLOps partner, we design and build robust ML pipelines that ensure your AI investments are not just one-time projects, but are living, breathing ML systems that deliver continuous, measurable value.

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Automate Everything for Speed and Reliability

We build automated AI workflows that handle everything from model training and validation to deployment and serving. This frees up your data science and engineering teams to focus on innovation, not manual operations.

Ensure Continuous Performance with Proactive Monitoring

Don't let your models go stale. We implement automated monitoring to detect performance degradation and data drift, triggering alerts or even automated retraining to ensure your ml model is always performing at its peak.

Implement Robust Governance and Control

Gain a single source of truth for your entire AI ecosystem. Our MLOps solutions provide the framework to version, audit, and manage your models, ensuring your AI is transparent, compliant, and trustworthy.

ΡƒΡΠΏΠ΅ΡˆΠ½ΠΈ истории

Π”ΠΎΠΊΠ°Π·Π°Π½ΠΈ Ρ€Π΅ΡˆΠ΅Π½ΠΈΡ.
Π˜Π·ΠΌΠ΅Ρ€ΠΈΠΌΠΈ Ρ€Π΅Π·ΡƒΠ»Ρ‚Π°Ρ‚ΠΈ.

Akkodis
Technopolis
Payhawk
Nasekomo
Eleven Ventures

β€œΠ•ΠΊΡΠΏΠ΅Ρ€Ρ‚ΠΈΠ·Π°Ρ‚Π° Π½Π° Cloud Office Π² Google Cloud ΠΈ познанията ΠΈΠΌ Π·Π° индустрията ΠΈΠΌ ΠΏΠΎΠ·Π²ΠΎΠ»ΠΈΡ…Π° Π΄Π° прСдоставят ΠΌΠ°Ρ‰Π°Π±ΠΈΡ€ΡƒΠ΅ΠΌΠΎ Ρ€Π΅ΡˆΠ΅Π½ΠΈΠ΅, ΠΊΠΎΠ΅Ρ‚ΠΎ ΠΎΡ‚Π³ΠΎΠ²ΠΎΡ€ΠΈ Π½Π° настоящитС Π½ΠΈ Π½ΡƒΠΆΠ΄ΠΈ ΠΈ Π½ΠΈ ΠΏΠΎΠ΄Π³ΠΎΡ‚Π²ΠΈ Π·Π° Π±ΡŠΠ΄Π΅Ρ‰ растСТ.”

Mark Neil
Π ΡŠΠΊΠΎΠ²ΠΎΠ΄ΠΈΡ‚Π΅Π» "ИВ ΠΈ Π΄Π°Π½Π½ΠΈ"

Akkodis – Автоматизация Π½Π° Π²Π΅Ρ€ΠΈΠ³Π°Ρ‚Π° Π½Π° доставки

Автоматизирано ΠΏΡ€ΠΈΠ΅ΠΌΠ°Π½Π΅ ΠΈ ΠΎΠ±Ρ€Π°Π±ΠΎΡ‚ΠΊΠ° Π½Π° Π΄Π°Π½Π½ΠΈ

ΠžΠΏΡ‚ΠΈΠΌΠΈΠ·ΠΈΡ€Π°Π½ΠΈ ΠΎΠΏΠ΅Ρ€Π°Ρ†ΠΈΠΈ ΠΈ Π²Π·Π΅ΠΌΠ°Π½Π΅ Π½Π° Ρ€Π΅ΡˆΠ΅Π½ΠΈΡ

ΠžΠΏΡ‚ΠΈΠΌΠΈΠ·ΠΈΡ€Π°Π½ΠΈ ΠΎΠΏΠ΅Ρ€Π°Ρ†ΠΈΠΈ ΠΈ Π²Π·Π΅ΠΌΠ°Π½Π΅ Π½Π° Ρ€Π΅ΡˆΠ΅Π½ΠΈΡ

ΠŸΠΎΠ΄ΠΎΠ±Ρ€Π΅Π½ΠΎ ΡƒΠΏΡ€Π°Π²Π»Π΅Π½ΠΈΠ΅ Π½Π° Π²Π΅Ρ€ΠΈΠ³Π°Ρ‚Π° Π½Π° доставки

β€œΠ’Π½Π΅Π΄Ρ€ΡΠ²Π°Π½Π΅Ρ‚ΠΎ Π½Π° новия Π½ΠΈ AI-Π±Π°Π·ΠΈΡ€Π°Π½ Ρ‡Π°Ρ‚Π±ΠΎΡ‚ Π·Π½Π°Ρ‡ΠΈΡ‚Π΅Π»Π½ΠΎ ΠΏΠΎΠ΄ΠΎΠ±Ρ€ΠΈ потрСбитСлското Π½ΠΈ прСТивяванС. Π’ΠΎΠΉ Π°Π½Π°Π»ΠΈΠ·ΠΈΡ€Π° запитванията Π½Π° ΠΊΠ»ΠΈΠ΅Π½Ρ‚ΠΈΡ‚Π΅ Π² Ρ€Π΅Π°Π»Π½ΠΎ Π²Ρ€Π΅ΠΌΠ΅ ΠΈ ΠΏΡ€Π΅ΠΏΠΎΡ€ΡŠΡ‡Π²Π° подходящи ΠΏΡ€ΠΎΠ΄ΡƒΠΊΡ‚ΠΈ. Π’ ΡΡŠΡ‰ΠΎΡ‚ΠΎ Π²Ρ€Π΅ΠΌΠ΅ Π½Π°Ρ‚ΠΎΠ²Π°Ρ€Π²Π°Π½Π΅Ρ‚ΠΎ Π½Π° нашия Π΅ΠΊΠΈΠΏ Π·Π° обслуТванС Π½Π° ΠΊΠ»ΠΈΠ΅Π½Ρ‚ΠΈ намаля."

Π’Π΅Π½Π΅Π»ΠΈΠ½ Николов
Π ΡŠΠΊΠΎΠ²ΠΎΠ΄ΠΈΡ‚Π΅Π» "Π•Π»Π΅ΠΊΡ‚Ρ€ΠΎΠ½Π½Π° Ρ‚ΡŠΡ€Π³ΠΎΠ²ΠΈΡ ΠΈ Π΄ΠΈΠ³ΠΈΡ‚Π°Π»Π½Π° трансформация"

Technopolis – Π˜Π½ΠΎΠ²Π°Ρ‚ΠΈΠ²Π΅Π½ AI Ρ‡Π°Ρ‚Π±ΠΎΡ‚

По-Π±ΡŠΡ€Π·ΠΈ ΠΎΡ‚Π³ΠΎΠ²ΠΎΡ€ΠΈ ΠΈ ΠΏΠΎΠ΄ΠΎΠ±Ρ€Π΅Π½Π° удовлСтворСност

Π’ΡŠΠ·ΠΌΠΎΠΆΠ½ΠΎΡΡ‚ Π·Π° ΠΎΠ±Ρ€Π°Π±ΠΎΡ‚ΠΊΠ° Π½Π° ΠΏΠΎ-голям ΠΎΠ±Π΅ΠΌ запитвания

НамалСни ΠΎΠΏΠ΅Ρ€Π°Ρ‚ΠΈΠ²Π½ΠΈ Ρ€Π°Π·Ρ…ΠΎΠ΄ΠΈ ΠΈ ΠΏΠΎ-висока СфСктивност

Услуга, която сС Π°Π΄Π°ΠΏΡ‚ΠΈΡ€Π° към Ρ‚ΡŠΡ€ΡΠ΅Π½Π΅Ρ‚ΠΎ

β€œΠΠ· съм CTO, Π° Π½Π΅ DevOps спСциалист, Π½ΠΎ Π·Π° ΠΏΠΎ-ΠΌΠ°Π»ΠΊΠΎ ΠΎΡ‚ сСдмица успях Π΄Π° изградя сигурна ΠΈ Π½Π°Π΄Π΅ΠΆΠ΄Π½Π° ΠΎΠΏΠ΅Ρ€Π°Ρ‚ΠΈΠ²Π½Π° инфраструктура. Π’ΠΎΠ²Π° Π½ΠΈ ΠΏΠΎΠ·Π²ΠΎΠ»ΠΈ Π΄Π° ускорим Ρ€Π°Π·Ρ€Π°Π±ΠΎΡ‚ΠΊΠ°Ρ‚Π° Π½Π° Π½Π°ΡˆΠ΅Ρ‚ΠΎ ΠΏΡ€ΠΈΠ»ΠΎΠΆΠ΅Π½ΠΈΠ΅ ΠΈ Π΄Π° ΠΈΠ·Π΄Π°Π΄Π΅ΠΌ ΠΏΡŠΡ€Π²Π°Ρ‚Π° си ΠΊΠ°Ρ€Ρ‚Π° само Π·Π° осСм мСсСца.”

Π‘ΠΎΠΉΠΊΠΎ ΠšΠ°Ρ€Π°Π΄ΠΆΠΎΠ²
Π‘ΡŠΠΎΡΠ½ΠΎΠ²Π°Ρ‚Π΅Π» ΠΈ CTO

Payhawk – Врансформация с Google Cloud

ΠŸΡŠΡ€Π²Π° ΠΊΠ°Ρ€Ρ‚Π°, ΠΈΠ·Π΄Π°Π΄Π΅Π½Π° Π² Ρ€Π°ΠΌΠΊΠΈΡ‚Π΅ Π½Π° 8 мСсСца

УдвояванС Π½Π° Π΅ΠΊΠΈΠΏΠ° ΠΏΡ€Π΅Π· ΠΏΡŠΡ€Π²Π°Ρ‚Π° ΠΏΠΎΠ»ΠΎΠ²ΠΈΠ½Π° Π½Π° 2022 Π³.

ДСйност Π² 32 Π΄ΡŠΡ€ΠΆΠ°Π²ΠΈ

ΠŸΠΎΡΡ‚ΠΈΠ³Π½Π°Ρ‚Π° ΠΎΡ†Π΅Π½ΠΊΠ° ΠΎΡ‚ 1 ΠΌΠ»Ρ€Π΄. Π΄ΠΎΠ»Π°Ρ€Π°

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"Π§Π΅Ρ‚ΠΈΡ€ΠΈΡ‚Π΅ цСнностни ΡΡ‚ΡŠΠ»Π±Π° Π½Π° Nasekomo са биология, Ρ‚Π΅Ρ…Π½ΠΎΠ»ΠΎΠ³ΠΈΠΈ, дигитализация ΠΈ ΠΏΠ°Ρ€Ρ‚Π½ΡŒΠΎΡ€ΡΡ‚Π²ΠΎ. Π’Π΅ Ρ„ΠΎΡ€ΠΌΠΈΡ€Π°Ρ‚ Π·Π΄Ρ€Π°Π²Π° Ρ€Π°ΠΌΠΊΠ° Π·Π° трансформиранС Π½Π° Π±ΡŠΠ΄Π΅Ρ‰Π΅Ρ‚ΠΎ Π½Π° ΠΏΡ€ΠΎΡ‚Π΅ΠΈΠ½Π° Ρ‡Ρ€Π΅Π· ΠΈΠ·ΠΏΠΎΠ»Π·Π²Π°Π½Π΅ Π½Π° Π΄Π°Π½Π½ΠΈ ΠΈ Π΄ΠΈΠ³ΠΈΡ‚Π°Π»Π½ΠΈ инструмСнти. Π—Π°Π΅Π΄Π½ΠΎ с Π½Π°ΡˆΠΈΡ‚Π΅ стратСгичСски ΠΏΠ°Ρ€Ρ‚Π½ΡŒΠΎΡ€ΠΈ Π½ΠΈΠ΅ поставямС Π½ΠΎΠ²ΠΈ стандарти Π·Π° нарастващата индустрия Π·Π° насСкоми. Π‘ΡŠΡ‚Ρ€ΡƒΠ΄Π½ΠΈΡ‡Π΅ΡΡ‚Π²ΠΎΡ‚ΠΎ Π½ΠΈ с Cloud Office Π΅ ΠΏΡ€ΠΈΠΌΠ΅Ρ€ Π·Π° Ρ‚ΠΎΠ·ΠΈ ΠΏΠΎΠ΄Ρ…ΠΎΠ΄. Вяхната СкспСртиза бСшС ΠΎΡ‚ Ρ€Π΅ΡˆΠ°Π²Π°Ρ‰ΠΎ Π·Π½Π°Ρ‡Π΅Π½ΠΈΠ΅ Π·Π° ΠΏΡ€ΠΎΠ΅ΠΊΡ‚ΠΈΡ€Π°Π½Π΅Ρ‚ΠΎ Π½Π° Π½Π°ΡˆΠ°Ρ‚Π° цялостна Π΄ΠΈΠ³ΠΈΡ‚Π°Π»Π½Π° стратСгия, осигурявайки оптимизация, прСцизност ΠΈ мащабируСмост. "

Marc Bolard
Π“Π»Π°Π²Π΅Π½ ΠΈΠ·ΠΏΡŠΠ»Π½ΠΈΡ‚Π΅Π»Π΅Π½ Π΄ΠΈΡ€Π΅ΠΊΡ‚ΠΎΡ€

Nasekomo - ΠŸΠΈΠΎΠ½Π΅Ρ€ Π² ΠΏΡ€ΠΈΠ»Π°Π³Π°Π½Π΅Ρ‚ΠΎ Π½Π° ИИ Π·Π° устойчиво Π·Π΅ΠΌΠ΅Π΄Π΅Π»ΠΈΠ΅ Π½Π° основата Π½Π° насСкоми

Π¦Π΅Π½Π½ΠΈ производствСни Π΄Π°Π½Π½ΠΈ ΠΎΡ‚ ΠΌΠΎΠ΄Π΅Π»ΠΈΡ‚Π΅

ΠšΠΎΡ€Π΅ΠΊΡ†ΠΈΠΈ, Π±Π°Π·ΠΈΡ€Π°Π½ΠΈ Π½Π° Π΄Π°Π½Π½ΠΈ, Π·Π° намаляванС Π½Π° ΠΎΡ‚ΠΏΠ°Π΄ΡŠΡ†ΠΈΡ‚Π΅

Π”ΡŠΠ»Π³ΠΎΡΡ€ΠΎΡ‡Π½ΠΎ ΠΏΠΎΠ΄ΠΎΠ±Ρ€Π΅Π½ΠΈΠ΅ Π½Π° производитСлността

ОбСдинСна ΠΎΠ±Ρ€Π°Π±ΠΎΡ‚ΠΊΠ° Π½Π° Π΄Π°Π½Π½ΠΈ

"Gemini ΠΎΡ‚Π³ΠΎΠ²ΠΎΡ€ΠΈ Π½Π° прСдизвикатСлствата, ΠΊΠ°Ρ‚ΠΎ Π°Π²Ρ‚ΠΎΠΌΠ°Ρ‚ΠΈΠ·ΠΈΡ€Π° Π²ΠΎΠ΄Π΅Π½Π΅Ρ‚ΠΎ Π½Π° Π±Π΅Π»Π΅ΠΆΠΊΠΈ ΠΎΡ‚ срСщи ΠΈ ускори Π²Ρ€Π΅ΠΌΠ΅Ρ‚ΠΎ Π·Π° ΠΎΡ‚Π³ΠΎΠ²ΠΎΡ€ ΠΏΠΎ ΠΈΠΌΠ΅ΠΉΠ». Cloud Office осигури ΠΏΠΎΠ΄ΠΊΡ€Π΅ΠΏΠ° Ρ‡Ρ€Π΅Π· пСрсонализирани обучСния ΠΈ 24/7 наличност."

Π ΠΎΠ±Π΅Ρ€Ρ‚Π° Π’ΠΈΡ…ΠΎΠΌΠΈΡ€ΠΎΠ²Π°
Π ΡŠΠΊΠΎΠ²ΠΎΠ΄ΠΈΡ‚Π΅Π» "ΠœΠ°Ρ€ΠΊΠ΅Ρ‚ΠΈΠ½Π³"

Π£ΡΠΏΠ΅Ρ…ΡŠΡ‚ Π½Π° Eleven с Gemini

ПовишСна продуктивност ΠΈ СфСктивност

Автоматизирани Π±Π΅Π»Π΅ΠΆΠΊΠΈ ΠΎΡ‚ срСщи ΠΈ ΠΏΠΎ-Π±ΡŠΡ€Π·ΠΈ ΠΈΠΌΠ΅ΠΉΠ»ΠΈ

ΠŸΠΎΠ΄ΠΎΠ±Ρ€Π΅Π½ Π°Π½Π°Π»ΠΈΠ· Π½Π° Π΄Π°Π½Π½ΠΈ

Π˜Π·Π²Π»Π΅Ρ‡Π΅Π½ΠΈ скрити прозрСния Π·Π° ΠΏΠΎ-Π±ΡŠΡ€Π·ΠΈ дСйствия

Building Your Automated AI Factory

Our end-to-end MLOps solution establishes a robust, automated framework for your entire machine learning workflow.

ЧСсто Π·Π°Π΄Π°Π²Π°Π½ΠΈ Π²ΡŠΠΏΡ€ΠΎΡΠΈ

What is the difference between MLOps and DevOps?

DevOps focuses on automating the software development lifecycle. Machine learning operations (MLOps) applies those same principles to the unique challenges of the machine learning lifecycle. It adds complexities like data validation, model validation, and managing data drift, which are not present in traditional DevOps.

What is "model drift" or "data drift"?

Data drift is the phenomenon where the data your ML model sees in production slowly changes over time, becoming different from the data it was trained on. This causes the model's performance to degrade. A core goal of MLOps is to detect and mitigate this drift.

Do we need a dedicated team of machine learning engineers to benefit from MLOps?

No. Our MLOps solutions are designed to empower your existing teams. By automating the most complex operational tasks, we enable your data science experts to manage the full lifecycle of their models without needing to be deep infrastructure specialists.

Ready to Turn Your Models into Reliable Products?

Let's discuss how our MLOps expertise can help you automate your AI workflows and get a real return on your machine learning investments. Schedule a complimentary MLOps strategy session today.