ZeroOps

Drag. Drop. Deploy. Let the bots handle the chaos while you ship like a legend

Project Problem Statement

In the modern cloud-native landscape, DevOps automation and infrastructure orchestration have become increasingly complex. Engineering teams often struggle with:

• The steep learning curve of Infrastructure as Code (IaC) tools

• The manual overhead of maintaining state files

• The operational burden of ensuring security, compliance, and cost-efficiency

• The disconnect between high-level architectural design and low-level implementation details

These challenges often lead to "shadow IT," security vulnerabilities, and unoptimized resource provisioning that impact organizational efficiency and increase operational risk.

Project Solution Approach

ZeroOps addresses these challenges as a no-code DevOps automation and infrastructure orchestration platform. It empowers users to visually design server architectures through an intuitive drag-and-drop interface, completely abstracting the underlying operational complexities.

By leveraging advanced Google Cloud technologies—including the Google ADK and Gemini 2.5 Pro models—ZeroOps facilitates intelligent requirement analysis, architectural reasoning, and automated infrastructure synthesis. The platform dynamically produces production-grade Terraform HCL code that aligns with Google Cloud reference architectures and best practices, ensuring that what is visually designed is mechanically sound and deployment-ready.

Key Features

Visual Infrastructure Design

Intuitive drag-and-drop interface for designing complex server architectures without writing code.

AI-Powered Architecture Synthesis

Leverages Gemini 2.5 Pro to reason about requirements and automatically generate optimized infrastructure.

Automated Terraform Generation

Instantly produces production-grade, conformant Terraform HCL code from visual designs.

Intelligent Cost Optimization

Dedicated agents powered by GCP Cost API analyze workloads to recommend rightsizing and pricing strategies.

Legacy Migration Engine

Automatically ingests, analyzes, and refactors legacy or faulty Terraform code/state for modern Google Cloud environments.

Native Security & Compliance

Built-in integration with Security Command Center and policy-driven validation.

End-to-End DevOps Lifecycle

Unified platform covering design, deployment, scaling, and observability through Cloud Logging and Cloud Trace.

Technical Architecture

Google Cloud Technologies Stack

ZeroOps is built entirely on Google Cloud Platform, leveraging a comprehensive suite of native services for optimal performance, scalability, and reliability.

Core Technologies & AI Ecosystem

Gemini 2.5 Pro Integration
ZeroOps utilizes Gemini 2.5 Pro as its primary intelligence engine for:

• Natural language processing of infrastructure requirements

• Architectural pattern recognition and recommendation

• Automated Terraform HCL code generation with best practices

• Intelligent error detection and correction in existing configurations

Google ADK (Agent Development Kit)
The platform leverages Google ADK to build sophisticated autonomous agents that:

• Analyze workload characteristics and performance constraints

• Provide context-aware architectural recommendations

• Execute multi-step reasoning for complex infrastructure decisions

• Coordinate between different optimization strategies

Terraform HCL Code Generation
Dynamically generates production-grade, idiomatic Terraform HCL code that:

• Adheres to Google Cloud reference architectures

• Implements security and compliance best practices

• Maintains modularity and reusability

• Ensures state management and lifecycle handling

Infrastructure & Compute Layer

Cloud Run
Serves as the primary compute platform for:

• Hosting the ZeroOps application backend

• Running containerized microservices

• Auto-scaling based on demand

• Cost-efficient serverless execution

Anthos
Provides hybrid and multi-cloud capabilities for:

• Unified management of Kubernetes workloads

• Policy enforcement across environments

• Application modernization and migration

• Consistent deployment patterns

Cloud Build
Powers the CI/CD pipeline with:

• Automated infrastructure provisioning workflows

• Terraform plan and apply automation

• Container image building and deployment

• Integration testing and validation

Networking & Security

VPC (Virtual Private Cloud)
Establishes secure network foundations through:

• Isolated network environments for deployments

• Custom subnet configurations

• Private Google Access for secure API communication

• Network peering and hybrid connectivity

Firebase
Provides backend services including:

• Real-time database for application state

• User authentication and authorization

• Secure API endpoints

• Real-time synchronization across clients

Cost Optimization & Financial Management

GCP Cost API
The Cost Optimization Agent utilizes GCP Cost API to:

• Retrieve real-time pricing information

• Analyze historical spending patterns

• Calculate cost projections for proposed architectures

• Recommend resource rightsizing strategies

• Generate detailed cost breakdowns by service and resource

Observability & Performance

Cloud Logging
Comprehensive logging infrastructure for:

• Centralized log aggregation from all services

• Audit trails for compliance and security

• Error detection and alerting

• Log-based metrics and analysis

Cloud Trace
Distributed tracing capabilities providing:

• End-to-end request latency analysis

• Performance bottleneck identification

• Service dependency mapping

• Real-time performance monitoring

Stitch
Create visually appealing ui using Gemini:

• Drag and drop interface

• UI modules for every action

• UX architectural planning

• Keeping component in place using architectural icons Call

Specialized Agents & Engines

Cost Optimization Agent

Powered by GCP Cost API and Gemini 2.5 Pro, this agent:

• Analyzes proposed infrastructure designs for cost efficiency

• Retrieves real-time pricing data across all Google Cloud services

• Applies intelligent resource rightsizing recommendations

• Identifies opportunities for committed use discounts and sustained use savings

• Generates detailed cost forecasts and optimization reports

• Monitors deployed infrastructure for cost anomalies via Cloud Logging

Cloud Migration & Correction Engine

Leveraging Gemini 2.5 Pro and Google ADK, this engine:

• Ingests legacy Terraform configurations and state files

• Analyzes code quality, security vulnerabilities, and anti-patterns

• Automatically refactors configurations to modern Google Cloud best practices

• Generates migration plans with Anthos for hybrid scenarios

• Validates corrected configurations through Cloud Build pipelines

• Tracks migration progress and success metrics via Cloud Trace

Intelligent Architecture Agent

Built on Google ADK and Gemini 2.5 Pro, this agent:

• Interprets natural language infrastructure requirements

• Reasons about architectural trade-offs and constraints

• Selects optimal Google Cloud services for specific use cases

• Generates comprehensive Terraform HCL modules

• Validates designs against security and compliance policies

• Suggests improvements based on Google Cloud reference architectures

Compliance, Security & Observability

The platform enforces security, observability, and compliance by default through native Google Cloud integrations:

Security & Compliance

• Security Command Center for unified security and risk management

• Cloud IAM for fine-grained access control

• VPC for network isolation and security

• Policy-Driven Validation enforced during Terraform generation

Observability Stack

• Cloud Logging for comprehensive audit trails and debugging

• Cloud Trace for distributed tracing and performance analysis

• Cloud Build for CI/CD pipeline visibility

• GCP Cost API for financial observability and cost tracking

Google Cloud Service Deep Integration

ZeroOps seamlessly integrates with the following Google Cloud services for production-grade deployments:

Compute & Container Services

• Cloud Run - Serverless containers

• Google Kubernetes Engine (GKE) - Managed Kubernetes

• Compute Engine - Virtual machines

• Anthos - Hybrid and multi-cloud platform

Networking & Content Delivery

• VPC - Virtual Private Cloud

• Cloud Load Balancing - Global load distribution

• Stitch - Appealing component design

Developer Tools & CI/CD

• Cloud Build - Continuous integration and delivery

• Artifact Registry - Container and package management

• Terraform HCL - Infrastructure as code

AI & Machine Learning

• Gemini 2.5 Pro - Large language model

• Google ADK - Agent development framework

Observability & Management

• Cloud Logging - Log management

• Cloud Trace - Distributed tracing

• GCP Cost API - Cost management and optimization

Backend & Application Services

• Firebase - Backend as a service

• Cloud IAM - Identity and access management

Unique Selling Propositions & Market Disruption

How We Disrupt the Market

ZeroOps disrupts the traditional DevOps landscape by bridging the massive gap between architectural intent and operational execution through comprehensive Google Cloud integration.

Democratization of DevOps

We remove the high barrier to entry associated with Terraform HCL and Kubernetes complexity, allowing developers and architects to deploy production-ready infrastructure without deep operational expertise.

Elimination of Implementation Gaps

By treating diagrams as code and leveraging Gemini 2.5 Pro for code generation, we ensure that the deployed infrastructure matches the design exactly, eliminating configuration drift and misinterpretation between teams.

Active Waste Reduction

Unlike passive monitoring tools, our GCP Cost API-powered Cost Optimization Agent proactively rightsizes resources before they are even deployed, preventing unnecessary expenditure from the outset.

Speed to Market

Reduces infrastructure provisioning time from weeks to minutes through Cloud Build automation, allowing teams to focus on shipping features rather than managing Terraform HCL configuration files.

Unique Selling Propositions

No-Code Visual Interface with AI-Powered Generation
Truly drag-and-drop infrastructure powered by Gemini 2.5 Pro that produces valid, best-practice Terraform HCL code without requiring manual intervention.

Advanced AI-Driven Reasoning
Uses Gemini 2.5 Pro and Google ADK not just for code completion, but for deep architectural reasoning—understanding why a component is needed, how it integrates with Google Cloud services, and what trade-offs exist.

Self-Healing & Correction
Unique capability to ingest broken legacy Terraform code and fix it using Gemini 2.5 Pro, making it essentially a repair shop for problematic infrastructure configurations.

Native Google Cloud Optimization
Performance and cost intelligence via GCP Cost API are baked into the design phase, not applied as a remediation measure later in the lifecycle.

Comprehensive Observability
Built-in integration with Cloud Logging and Cloud Trace ensures full visibility from design through deployment and operations.

Production-Grade CI/CD
Automated pipelines powered by Cloud Build ensure consistent, reliable deployments with built-in validation and rollback capabilities.

Revenue Model

Subscription & Licensing Tiers

Freemium SaaS Tier

• Free access for individual developers

• Limited project scope and community support

• Basic Firebase authentication and storage

• Access to core Gemini 2.5 Pro features

• Ideal for evaluation and personal projects

Pro Subscription

• Monthly per-user fee for small teams

• Advanced Gemini 2.5 Pro reasoning capabilities

• Unlimited projects and priority support

• Enhanced GCP Cost API analytics

• Advanced Cloud Logging and Cloud Trace features

Enterprise Platform License

• Custom pricing for large organizations

• On-premise deployment options via Anthos

• Private VPC configurations

• Single Sign-On (SSO) integration with Cloud IAM

• Dedicated success managers

• Custom Cloud Build pipelines

Usage-Based Revenue Streams

Consumption-Based Agent Pricing

• Pay-as-you-go model for advanced autonomous agents

• Gemini 2.5 Pro API usage for complex reasoning tasks

• GCP Cost API calls for optimization analysis

• Cloud Build execution minutes

• Transparent metering and billing via Firebase

Marketplace Revenue Share

• Commission on third-party Terraform HCL modules

• Pre-built Cloud Run and GKE templates

• Anthos configuration packages

• Sold through the ZeroOps marketplace ecosystem

On-Premises/VPC Deployment

• Premium charges for private cloud self-hosted instances

• Dedicated VPC configurations

• Ensures complete data sovereignty

• Dedicated infrastructure management

Support & Training Packages

• Tiered professional services for onboarding

• Custom training programs on Google Cloud technologies

• 24/7 SLA-backed operational support

• Architecture review and optimization consulting

Future Scope

Advanced Autonomous Operations

Further expansion of the Google ADK-based agentic engine to handle Day-2 operations and self-healing systems automatically, leveraging Cloud Logging and Cloud Trace for proactive issue detection and resolution.

Ecosystem Expansion

Broadening the library of supported Google Cloud services and third-party integrations to provide comprehensive coverage of modern cloud infrastructure requirements, including deeper Anthos multi-cloud capabilities.

Enhanced Migration Capabilities

Deepening the Gemini 2.5 Pro-powered correction engine's ability to handle complex, multi-cloud to Google Cloud migration scenarios via Anthos, including hybrid and legacy system transitions with automated Terraform HCL refactoring.

Advanced Cost Intelligence

Expanding GCP Cost API integration to provide:

• Predictive cost modeling using machine learning

• Automated budget alerts and enforcement

• Cross-project cost allocation and chargeback

• Reserved capacity and commitment planning

Enterprise Observability Suite

Enhanced monitoring and analytics through:

• Custom Cloud Logging dashboards

• Advanced Cloud Trace analysis with ML-powered anomaly detection

• Integration with third-party observability platforms

• Real-time performance optimization recommendations