Aetion
The Agentic Cloud is almost here.
The world's first autonomous cloud & security platform, built for everyone from solo founders to Fortune 500 enterprises.
Why Now: Autonomous Cloud Is Inevitable
Runaway cloud complexity, GenAI workloads, and a chronic talent shortage have converged. Boards are mandating autonomous guardrails, not more headcount.
0
Global cloud spend in 2024 (B USD)
(Gartner)
0
% of enterprises citing multi-cloud risk as the #1 blocker to AI deployment
0
Average tools per cloud team today — each with manual policy drift
Cloud Complexity is Outpacing Human Capacity
Headcount grows linearly while services, spend, and security incidents accelerate exponentially.
Cloud Complexity Metrics
Human Capacity
Data shows the exponential growth of cloud complexity vs. linear human scaling. *Projected values for 2025.
Status Quo = Runaway OpEx & Risk
Enterprise cloud leaders have three simultaneous fires: ballooning spend, exploding policy surface area, and a talent market that cannot keep up.
Operational Debt
Cloud change velocity is up 5x in the last 18 months, while review cycles are still human-gated. Every sprint adds unmanaged debt that balloons incident MTTR.
Security Surface Explosion
GenAI services ship weekly. Each service introduces dozens of new IAM policies. Manual attestation simply cannot scale.
Talent Supply Gap
There are fewer than 25k senior cloud security engineers worldwide. Enterprises are paying $350k+ for talent that spends 60% of time on toil.
Board-Level Pain Points
- ➤ Spend predictability is broken: unit economics move inversely with growth because automation is missing.
- ➤ Risk posture lags policy updates by weeks, leaving enterprises exposed to the next MOVEit-style breach.
- ➤ Innovation throughput stalls as top engineers babysit infrastructure instead of shipping product.
Board Mandate
"Automate guardrails without slowing releases."
45%
of CIOs plan to consolidate tooling into autonomous platforms by 2026.
$3.4M
Average annual spend on DevOps + SecOps headcount in our ICP today.
Source: Gartner Cloud Strategy 2024, Aetion customer discovery (n=14).
Cloud Waste is a Top-3 C-Suite Concern
Aetion's initial value proposition is simple: we convert wasted spend back into innovation budget.
From Instructions to Intent.
The next leap isn't about writing better code; it's about eliminating it. No more config files. No more prescriptive scripts. Just pure intent.
What Vercel Did For Frontend,
Aetion Does For Everything.
The greatest companies create new abstraction layers that make complex technology accessible to everyone. Aetion is the final, and largest, abstraction layer for the cloud.
| Platform | Abstracts Away... | Enterprise Compliance |
|---|---|---|
| Vercel / Supabase | Frontend / BaaS Complexity | Manual / Enterprise Tier |
| Aetion | Entire Cloud & Security Complexity | Automated & Built-in |
1
Unified Abstraction Layer
Aetion provides a single interface for managing all cloud resources, from infrastructure to security policies, eliminating the need for multiple specialized tools.
2
AI-Powered Automation
Our proprietary agents continuously optimize your cloud environment, making decisions in milliseconds that would take human operators hours or days.
3
Zero-Touch Compliance
Built-in compliance frameworks ensure your infrastructure meets industry standards without manual intervention or complex configuration.
The Aetion Advantage
For Developers
- ✓ Focus on code, not infrastructure
- ✓ Instant deployment with zero configuration
- ✓ Automatic scaling and optimization
For Security Teams
- ✓ Proactive threat prevention, not reaction
- ✓ Immutable audit trails and compliance reports
- ✓ Zero-trust execution by default
The New Workflow:
From Toil to Velocity.
Aetion doesn't just change your infrastructure; it changes how you build. Slow, manual review cycles are replaced by autonomous speed.
The Old Way: Manual & Slow
- Plan new feature
- Write application code
- Manually write Terraform/IaC
- Submit Pull Request for IaC
- Wait for security review
- Wait for cost review
- Wait for peer review
- Deploy to staging
- Manually test
- Finally deploy to production
The Aetion Way: Autonomous & Fast
- Connect Code Repository
Aetion analyzes your application. - Define Business Intent
Set budget, performance, and security goals. - Innovate
Push code. Aetion handles the rest, securely and instantly.
Trust & Safety: The Aetion Shield
Aetion is a security company first. We don't just secure your infrastructure; we create an environment where misconfigurations are impossible. Security is the foundation, not an afterthought.
Before Deployment
Secure & Compliant by Default
Agents generate hardened infrastructure pre-configured for SOC 2, ISO 27001, HIPAA, and PCI DSS, eliminating risks before they ever exist.
During Deployment
Verifiably Safe
The Safe Execution Framework verifies every action against your chosen compliance controls, guaranteeing no insecure or non-compliant change can ever be made.
After Deployment
Continuously Hardened
Agents provide real-time evidence for audits, monitor for new CVEs, autonomously patch vulnerabilities, and adapt your posture to emerging threats.
Radical Transparency: The Glass Box
Other AI tools are a black box. Aetion is a glass box. We provide complete auditability of every agent decision, traced back to the original human intent. This is how we build trust.
> User Query:
"Why was a t4g.medium instance chosen for the Redis cache?"
Business Model: Aligned with Your Success
Value-Based Pricing
Our pricing is simple and directly tied to the value we deliver. We charge a small percentage of the cloud spend we manage, ensuring that we only succeed when our customers do.
This model eliminates upfront risk and aligns our incentives with yours: to optimize your cloud for cost, performance, and security.
Pricing Tiers
Growth Tier
Perfect for startups and growing businesses. We manage your cloud spend and you pay a percentage of the savings we generate for you.
Enterprise Tier
For large-scale deployments, we offer custom pricing with dedicated agent tuning, premium support, and a private, on-premise agent option.
Competition: An Unfair Advantage.
Existing tools offer incremental improvements on a broken paradigm. Aetion is a fundamental shift in how humans interact with the cloud.
| Dimension | IaC (Terraform, Pulumi, Ansible) |
Cloud/Security Management (Wiz, Palo Alto, Firefly) |
Aetion |
|---|---|---|---|
| Abstraction Level | Prescriptive Code |
Observe & Report |
Business Intent |
| Autonomy | Manual Execution |
Human in the Loop |
Fully Autonomous |
| Security Posture | Manual & Reactive |
Detect & Alert |
Prevent & Self-Heal |
| Human Role | Mechanic / Coder |
Analyst / Operator |
Architect / Strategist |
IaC Tools
(Terraform, Pulumi, Ansible)
Abstraction: Prescriptive Code
Autonomy: Manual Execution
Security: Manual & Reactive
Human Role: Mechanic
Cloud/Security Mgmt
(Wiz, Palo Alto, Firefly)
Abstraction: Observe & Report
Autonomy: Human in the Loop
Security: Detect & Alert
Human Role: Analyst
Aetion
(Agentic Cloud & Security)
Abstraction: Business Intent
Autonomy: Fully Autonomous
Security: Prevent & Self-Heal
Human Role: Architect
Financials: Sustainable Growth
Financial Projections
Our financial model is built on strong unit economics and a scalable, value-based pricing model. We project the following growth over the next three years.
| Metric | Year 1 (2025) | Year 2 (2026) | Year 3 (2027) |
|---|---|---|---|
| Revenue | $500K | $2.5M | $10M |
| Customers | 10 | 50 | 200 |
| Annual Recurring Revenue (ARR) | $1M | $5M | $20M |
The Aetion Platform.
Simply connect your code repository and define your intent. The agents handle the rest. This is your new cloud command center.
Deploy our fraud detection service for production. It needs to be PCI compliant, handle 1M transactions/day, and stay under $8k/month.
> Agent Collaboration
[Planner]: Generating execution graph...
[Cost]: Analyzing budget constraints...
[Security]: Verifying PCI controls...
[Provisioner]: Awaiting final plan.
Proposed Execution Plan
This plan satisfies all security, performance, and cost requirements based on your intent.
Action: Deploy Geo-Redundant K8s Cluster
Cloud: AWS
Regions: `eu-west-1`, `eu-central-1`
Data Store: Aurora Global Database
Est. Cost: $7,850 / month
Compliance: SOC 2 & PCI-DSS Controls Met
Blast Radius: Zero Downtime
Behind the Hood: Aetion's Architecture
Our platform is not a monolith. It is a distributed system of specialized agents, governed by a sophisticated orchestrator and secured by a zero-trust execution framework.
1. Intent Layer
User defines goals via UI/API.
2. Orchestrator & Planner
Translates intent into a high-level plan.
3. Agent Network
Specialized agents collaborate on the plan.
4. Safe Execution Framework
Verifies and executes actions on the cloud.
Our Core Technology.
Our defensible moat is built on three pillars of deep technology. Click each component to learn more.
Multi-Agent Orchestrator
The "Operating System" for agents to collaborate, negotiate, and execute complex tasks under strict governance.
Intent-Based Planning LLM
Proprietary model that translates high-level goals into verifiable, low-level execution plans.
Provably Safe Execution Framework™
A zero-trust environment that cryptographically verifies every agent action against the original intent before execution.
Go-To-Market:
The Aetion Audit.
We don't ask for trust, we earn it. Our initial engagement is a risk-free, high-value audit that proves our worth before a customer pays a single dollar.
1
Connect
A prospective customer connects their cloud accounts in secure, read-only mode. No changes are made.
2
Observe
For 14 days, our agents observe the live environment, analyzing cost, security, and performance against stated goals.
3
Report
We deliver a powerful "Intent vs. Reality" gap analysis, detailing the exact savings and security improvements Aetion will deliver.
A $250 Billion+ Opportunity.
Our market isn't just "DevOps tools." We are targeting the two largest operational expenses in the cloud: waste and the engineering overhead to manage it.
of cloud spend is wasted on over-provisioning, idle resources, and lack of optimization
of engineering time is spent on manual infrastructure management instead of innovation
addressable market combining cloud waste reduction and engineering productivity gains
Serviceable Market Breakdown
We capture value by converting waste into savings and augmenting engineering teams to make them 10x more productive.
Market Trends
The autonomous cloud management market is experiencing explosive growth as enterprises seek to control costs and complexity.
Calculate Your Savings
Estimated Annual Savings with Aetion:
$1,600,000
Based on 80% automation efficiency
The Ecosystem: The App Store
for Cloud Operations
Aetion is not a closed system. It is the operating system for the autonomous cloud. Our ultimate vision is a marketplace where third-party vendors can build their own specialized agents.
Aetion Agent Marketplace
Datadog
Wiz
MongoDB
Snowflake
Cloudflare
New Relic
This creates an unassailable network effect, making Aetion the undisputed center of the entire cloud ecosystem.
The Roadmap to Full Autonomy.
2026: Co-Pilot
Observes existing infrastructure to recommend improvements, focusing on cost optimization and security posture.
Key Milestones:
- Enhanced AWS support with advanced FinOps dashboards
- Proactive security recommendations and compliance checks
- Onboard 20 enterprise design partners
2027: Autopilot
Autonomous execution of approved, non-destructive tasks, with a focus on self-healing and predictive operations.
Key Milestones:
- Full multi-cloud integration (AWS, GCP, Azure)
- Autonomous cost-saving actions and incident remediation
- Integrated anomaly detection and predictive analytics
- Launch "Autopilot" product with advanced AI capabilities
2028: Autonomous FinOps
AI-powered financial orchestration that eliminates waste and optimizes cloud spend in real-time without human intervention.
Key Features:
- Real-time spend forecasting with 99.2% accuracy
- Autonomous resource rightsizing and termination
- Dynamic budget allocation based on business priorities
- Intelligent reserved instance and savings plan optimization
- Predictive cost anomaly detection and prevention
2029: Agentic Cloud & FinOps Unification
Complete integration of autonomous infrastructure management with financial orchestration for holistic cloud optimization.
Unified Capabilities:
- End-to-end autonomous cloud lifecycle management
- Self-optimizing cost and performance engine
- Proactive security and compliance with zero human intervention
- Cross-cloud resource orchestration with financial intelligence
- Predictive business outcome optimization
2030: TBD
The future of autonomous cloud computing is limitless. More breakthrough innovations to come.
What's Next:
- Continued advancement of AI-driven cloud management
- Expansion to edge and hybrid computing environments
- Further integration with business intelligence systems
- Evolution toward fully autonomous digital infrastructure
The Right Team for the Hardest Problem.
Shahar Danus
Founder
DevOps Manager, With a vast experience(Over a Decade in the Cloud) in Start Ups and Enterprise companies.
CEO
CEO
TBD
Vision:
The Self-Driving Data Center.
In the future, developers won't know or care if their code is running on AWS, GCP, or a private data center. They will simply push code to Aetion.
Our agents will continuously and autonomously shift workloads across a hybrid, multi-cloud fabric, moving resources to wherever is cheapest, most performant, and most secure at that microsecond. Aetion doesn't just manage the cloud it becomes the cloud.
Join Us in Building the Future.
We are raising a Seed Round.
This funding will secure a 24-month runway to scale our world-class AI Safety and Distributed Systems team, onboard 10 enterprise design partners, and launch our "Autopilot" product with initial multi-cloud support.
Contact Us