Navera - AI Pipeline Cost Estimate Feature
What Is Navera Engine
Navera Engine enables teams to run AI & data applications in the cloud faster by providing ready-to-use templates, real-world use cases, and a visual builder to define applications.
Navera turns those definitions into running cloud environments by provisioning, connecting, and deploying the required services underneath.
This lets teams ship faster, collaborate easily, and understand costs without managing cloud infrastructure themselves.
What Is An AI & Data Application
Navera's AI and data applications are made up of multiple cloud-native services working together to process data, train models, and deliver results.
These applications are represented as "pipeline". Navera's pipelines are different and broader than traditional CI/CD, ETL, or ML pipelines.
Examples Of Navera's Applications (Pipelines)
For hobbyists and individual developers building small experiments
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Data Ingestion Pipeline
Cloud Storage → Dataflow → BigQuery
Ingest and process structured data
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Simple AI Experiment
BigQuery → Vertex AI Training
Train a lightweight model on structured data
For professional developers deploying production-ready pipelines
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ETL + Dashboard
Storage → Dataflow → BigQuery → Looker
Transform & visualize your data
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AI Model Training + Registry
BigQuery → Vertex AI → Model Registry
Train and track production-grade models
For teams working and collaborating on multiple pipelines
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Hybrid Data + AI Pipeline
Storage → Dataflow → BigQuery → Vertex AI → Model Registry Endpoint
End-to-end ML pipeline from raw data to deployed model
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Streaming Data Pipeline with Alerting
Pub/Sub → Dataflow → BigQuery → Cloud Functions + Logging
Stream and analyze real-time data with alerting hooks
A Strong Fit If You:
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Deploy AI and data applications in the cloud frequently
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Want to go from experiment to running application quickly
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Prefer building models and logic over wiring cloud services
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Need structured, reproducible deployments without extra operational overhead
Not the Right Fit If You:
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Prefer managing infrastructure code for every deployment
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Maintain highly customized, long-lived cloud stacks
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Optimize primarily at the infrastructure layer and want full manual control
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Do not need shared templates, reproducibility, or cost visibility
Who Navera Is For
How It Works
1. Define what your application needs
Visually define the cloud services and their cost for your application, such as storage, processing, training, or serving.
You focus on the application logic and data flow. Navera handles the setup.
2. Deploy and run in minutes
Navera provisions the required cloud services, configures them correctly, and makes the application runnable.
You get a real cloud environment, not a mock or a one-off script.
3. Run, evolve, and scale
Run your application, monitor it, update it, and grow it as needs change.
Move from experiments to production without rebuilding infrastructure.
Why Navera Engine
Declarative Applications
Define what you want — Navera provisions the cloud infrastructure
Cost-Aware Applications
Navera fetches real-time cost data per cloud deployed service
Reproducible & Versioned
Applications you can redeploy, track, and evolve — with traceability
DevOps-Approved Infrastructure
Secure, auditable, and Terraform-aligned by design
Dynamic Deployments
AI applications that morph automatically based on triggers
What Teams Are Saying
AI Engineer
“With Navera, I feel like my AI and data pipelines are on steroids. I can spin up multiple pipelines, train different modules in parallel, and get results 10x faster than before.”
Senior DevOps Engineer
“With Navera, my coworkers — AI and data engineers — can build real pipeline prototypes without needing Docker or manual Terraform. I no longer have to reverse-engineer their work.”
Senior AI Engineer
“I’ve never seen anything like the Navera Engine. It’s a smart, reactive, and even proactive data infrastructure that adapts automatically to AI workloads.”
Simple Pricing That Scales With You
We’re in Soft Launch — Early Users Get Lifetime Perks!
Sign up now and get:
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Pro Plan: 50% off — for Life
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Business Plan: 50% off— for life
