Architect, migrate, and optimize your cloud infrastructure for AI workloads
Cogninest AI helps enterprises design cloud architectures that support ML training, real-time inference, and data-intensive workflows. As an AWS Advanced Tier partner, we bring deep expertise in building secure, cost-optimized, production-grade cloud environments.
Your cloud bill is growing faster than your revenue. GPU instances run idle overnight, storage costs spiral, and there is no clear separation between development and production environments. Security reviews flag issues every quarter, and your team spends more time on infrastructure than on building products.
A right-sized, secure cloud architecture with automated scaling, cost alerts, and environment parity. Infrastructure as code for repeatable deployments, CI/CD pipelines for your ML models, and a monthly cost optimization review that consistently reduces spend.
Core use cases
Cloud Architecture Design
Multi-account, multi-region architectures built for security, compliance, and performance. VPC design, IAM policies, and network topology tailored to your requirements.
Cloud Migration
Lift-and-shift, re-platform, or re-architect your workloads with minimal downtime. We handle data migration, DNS cutover, and rollback planning.
ML Infrastructure
GPU cluster management, model serving infrastructure, and feature store setup. Optimized for training throughput and inference latency at the lowest cost per prediction.
Cost Optimization
Reserved instance planning, spot instance strategies, storage tiering, and right-sizing recommendations. We find savings without compromising performance or reliability.
How it works
We are an AWS Advanced Tier Services Partner with deep expertise across AWS, Azure, and GCP. Our team holds multiple cloud certifications and has deployed production workloads across all three platforms.
- AWS (EC2, EKS, SageMaker, Bedrock)
- Azure (AKS, Azure ML, OpenAI Service)
- Terraform / Pulumi / CloudFormation
- Docker / Kubernetes / Helm
- GitHub Actions / GitLab CI
- CloudWatch / Datadog / Grafana
Other capabilities
Data Engineering
AI models are only as good as the data that feeds them. Cogninest AI designs and builds the pipelines, warehouses, and data platforms that give your ML and analytics teams clean, reliable, real-time d
Next-Gen Data Solutions
Legacy data infrastructure was not built for AI workloads. Cogninest AI designs and implements next-generation data solutions including lakehouses, real-time feature stores, vector databases, and know
AI Strategy Consulting
Before writing a single line of code, you need to know which problems are worth solving with AI, what data you actually have, and how to sequence investments for maximum ROI. Cogninest AI provides str
Deep Learning
When tabular models hit their ceiling, deep learning breaks through. Cogninest AI builds custom neural network architectures for complex pattern recognition across images, text, audio, time series, an
Cloud Consulting FAQs
Ready to build AI that reaches production?
Book a strategy call with our engineering team. We will scope your use case, estimate timelines, and show you what production-grade AI looks like for your business.