MLOPs (Machine Learning Operations)
At Hoop Konsulting, we help enterprises streamline their machine learning lifecycle with robust MLOps solutions. From model training to deployment, monitoring, and governance, our MLOps practices ensure faster AI delivery, higher reliability, and scalable impact without compromising compliance or performance.”
Products
Key Features
End-to-End Lifecycle Management
Managing machine learning models doesn’t stop at training. Our MLOps solutions cover the complete lifecycle data preparation, model development, deployment, monitoring, and retraining. This ensures that AI models move from experimentation to production faster and stay reliable over time.
Automated
Pipelines
Manual model deployment often slows teams down. With MLOps, we implement automated CI/CD pipelines for data, features, and models. This reduces errors, eliminates bottlenecks, and allows teams to push updates continuously without downtime.
Scalable Infrastructure
As data grows, models need to scale too. Our MLOps frameworks are cloud native and containerized, supporting Kubernetes, Docker, and hybrid environments. This enables businesses to deploy models at scale while optimizing compute resources and costs.
Model Monitoring & Observability
A model in production is only useful if it performs as expected. We provide real-time monitoring of drift, bias, accuracy, and latency. With dashboards and alerting systems, teams can quickly detect anomalies and maintain consistent performance.
Governance & Compliance
In regulated industries, AI must be transparent and auditable. Our MLOps setups include version control, lineage tracking, and explainability tools. This ensures compliance with standards while giving leaders confidence in AI-driven decisions.
Project Journey
From Concept to Deployment: MLOPs
Foundation Models
GPT4, GPT Turbo
Claude
Gemini 1.5
Mistral
LLAMA 2&3
Langchain
Grok
Haystack
Pinecone
Cohere RAG
Weaviate
Command R
TTS & ASR
Eleven Labs
Vosk
Valle E
Amazon Polly
ConQuis TTS
Resemle AI
Whisper
Google STT
IBM Watson
Image, Audio, Video
Eleven Labs
Playground V2
Pika Lab
Synthesia
Suno AI
Sound Raw
Firefly AI
Runway AI
ADobe Premier
Da Vinci AI
Kaiber
Boomy
Multimodal Models
GPT Vision
Claude
Gemini 1.5
Grok
Clip AI
Kosmos -2
Object and Face Detection
Yolov 8
SAM.AI
Detectron
D-DI
Synthesia
Deepface
Heygem
Heygem
ZMO AI
Emotion Detection
Hume AI
Affectiva
Symanto
Watson Cone
Legal, Medical, Educational
Hume AI
Spell Book
Lunito
Lexion AI
Zebra Medical
Path AI
Khanmigo
Scribe AI
Socratic
Testimonials
What Our Clients Say
From startups to enterprises, our clients share how Hoop Konsulting delivered impact, value, and real results every step of the way.
We approached Hoop Konsulting with a complex project that needed real technical know-how. They delivered exactly what we needed, with seamless integration to Salesforce and HubSpot. The rollout went smoothly, and the app has made our team’s daily work much simpler.
Steffan Baermann
SalesChap
We needed a software partner who understood the specifics of our industry. Hoop Konsulting provided practical solutions, kept us informed, and helped us stay compliant with regulations. Their process was clear and straightforward.
Natalia Meissner
Future Edge Consultants
Hoop Konsulting built our custom wine e-commerce platform and got us up and running as planned. The site is reliable, and support has been responsive whenever we had questions. No surprises, just solid work.
Simon Hardy
Fitting Wines
The team at Hoop Konsulting was easy to work with and communicated well throughout the project. Subscription system which is the heart of our platform is successful and successfully handles thousands of daily orders. We will continue to use them as our technology partner.
