DemandOps
AI-Powered FinOps for Smarter Cloud Spending
A next-generation FinOps platform that brings together AI-driven forecasting, real-time AWS discovery, automated approval workflows, and budget intelligence into one unified system. Transform complex cloud cost data into clear decisions your teams can act on instantly.
Up to 40%
AWS Cost Reduction
Real-Time
Resource Discovery
AI-Native
Forecasting Engine
Automated
Approval Workflows
Up to 40%
AWS Cost Reduction
Real-Time
Resource Discovery
AI-Native
Forecasting Engine
Automated
Approval Workflows
Architecture
DemandOps Architecture
A modular, cloud-native architecture combining real-time AWS discovery, agentic AI reasoning, structured approval workflows, and unified dashboards.
AWS Discovery
- EC2, EBS, RDS, S3, VPC
- Bedrock AI Usage Tracking
- Zero-cost Resource Filtering
- Real-time Inventory Sync
AI Engine
- AWS Bedrock (Claude)
- Natural Language Queries
- Multi-resource Cost Estimation
- Optimization Scoring
Workflow & Governance
- CSV Upload & Cost Computation
- 4-Button Approval System
- Budget Compliance Checks
- Automated Email Notifications
Dashboards & Insights
- Streamlit Interactive UI
- Billing & Tax Modeling
- Trend Analysis & Forecasting
- Budget Progress Indicators
AWS Discovery
AI Engine
Workflow & Governance
Dashboards & Insights
Features
Key Features
Real-Time AWS Cost Intelligence
Continuously discovers your AWS environment to provide up-to-date cost visibility across Compute, Storage, Network, Database, and AI/ML services.
- Auto-discovery of EC2, EBS, RDS, VPC, S3 & Bedrock
- Zero-cost filtering to highlight only impactful resources
- Categorized views by service type
- Clear explanations of cost drivers & trends
AI-Powered Forecasting & Planning
Agentic AI that understands natural language cost queries and generates precise predictions — ask questions like "What will 2 EC2 large instances with 20GB storage cost monthly?"
- Natural language cost estimation queries
- Multi-resource pricing via AWS Pricing API
- AI-driven cost breakdowns & recommendations
- Smart forecasting with confidence scores
Decision Workflows & CSV Automation
Structured approval workflows that improve team collaboration — upload resource plans, get instant cost computation, and route decisions to the right stakeholders.
- CSV upload for instant resource cost computation
- Four-button approval: Approve / Optimized / Review / Reject
- Automated email templates for Finance, DevOps & CTO
- Optimization suggestions with estimated savings
Unified Cost Dashboards
Every cost metric in one clear interface — current inventory, forecasting results, billing analysis with tax modeling, and team decision tracking.
- Current usage inventory & resource mapping
- Forecasting results with detailed breakdowns
- Billing analysis with tax modeling
- Team decisions, approvals & optimization impact
Budget Governance & Risk Alerts
Real-time budget monitoring with intelligent alerts for overuse, budget breaches, and high-growth services — giving leaders a single source of truth for cloud financial governance.
- Real-time budget consumption tracking
- Historical trend projections
- Budget-based AI recommendations
- Risk indicators for overuse & budget breaches
Intelligent Optimization Engine
AI-generated recommendations for right-sizing, Reserved Instance purchases, spot instance usage, and storage class optimization — with estimated savings for every suggestion.
- Resource right-sizing suggestions
- Reserved & Spot instance optimization
- Storage class & lifecycle recommendations
- Orphaned resource detection & cleanup
Use Cases
How Teams Use DemandOps
Executive Cloud Governance
Give CTOs and CFOs clear visibility into cloud spend, savings opportunities, and budget health with AI-driven forecasts and automated reports for faster decision-making.
- Single-pane cloud spend visibility
- AI-driven savings recommendations
- Automated financial reports
- Budget compliance monitoring
DevOps Cost Optimization
Empower cloud engineers with real-time resource discovery, intelligent optimization tips, and automated approval workflows — reducing manual effort and cloud waste.
- Real-time resource discovery & inventory
- Right-sizing & spot instance recommendations
- Automated notification workflows
- Infrastructure cost tagging & attribution
FinOps Team Enablement
Streamline cost governance with detailed AWS service breakdowns, budget compliance checks, and a structured approval pipeline for resource requests.
- Cost breakdowns across all AWS services
- Budget compliance automation
- CSV-based resource planning & costing
- Approval pipeline with audit trail
AI Workload Cost Control
Track and optimize AWS Bedrock, SageMaker, and other AI/ML service costs as GenAI adoption scales — prevent runaway spending on model inference and training.
- Bedrock & SageMaker cost tracking
- Per-model inference cost attribution
- AI spend forecasting & budgeting
- Optimization for training vs inference workloads
Integrations
AWS-Native Ecosystem
Deep integration with the AWS ecosystem — from compute and storage to AI services and identity management.
AWS Compute & Storage
AWS Data & AI
AWS Networking & Security
Platform & Tooling
Technology
Built With Modern Tech Stack
Ready to get started with DemandOps?
See how DemandOps can transform your business. Schedule a personalized demo with our team today.