The Operating System for DevOps Efficiency
HycosAI is a deep tech company building the autonomous operating system for modern DevOps to help you ship faster, safer, and automatically.
The Problem: DevOps is Drowning
Modern software development is crippled by inefficiencies that cost millions in revenue and burn out top engineering talent. The complexity of current toolchains has reached a breaking point.
Massive Financial Bleeding
$300K+
Lost by 90% of businesses for every hour of system downtime.
Wasted Engineering Talent
57% of a developer's time is consumed by "war rooms" and debugging instead of innovation.
Tool Sprawl & Burnout
14+
Average tools per team, forcing constant context-switching and slowing releases.
The Solution: The HycosAI Intelligence Platform
We provide a single, unified system that integrates with your entire DevOps toolchain. Our platform eliminates blind spots, predicts failures, and automates remediation to give you total control.
Drastic MTTR Reduction
HycosAI cuts incident resolution time from hours to minutes, freeing your team to focus on building value.
Without HycosAI
180 minutes
With HycosAI
15 minutes
How It Works: From Chaos to Control
Why Now: The Tipping Point for AI in DevOps
Three powerful forces are converging, creating a perfect storm and a massive, immediate opportunity for an AI-driven DevOps platform like HycosAI.
Complexity Overload
Modern toolchains generate unmanageable data volumes. Human-led analysis is no longer viable, creating a critical need for automation.
AI Maturity
Advancements in AI/ML, especially specialized models, make intelligent, cost-effective automation feasible for the first time.
Intense Market Pull
Engineering leaders are actively seeking solutions to reduce downtime and increase efficiency, creating a greenfield opportunity with high demand.
Market Potential: A Multi-Billion Dollar Revolution
The shift to AI-driven DevOps is not just inevitable, it's already happening. HycosAI is perfectly positioned to lead this transformation in a massive and rapidly growing market.
Total Addressable Market (TAM)
The combined DevOps and AIOps market is enormous and set for explosive growth.
Our Market Slice
Strategic focus on high-growth segments with clear path to scale
TAM (Total Addressable Market)
$32B
DevOps + AIOps Global Market
SAM (Serviceable Available)
$13.6B
Enterprise CI/CD + Observability
SOM (Serviceable Obtainable)
$51M
Our Initial Target (5 years)
Targeting mid-sized tech companies (100-1000 devs) with proven pain points and budget allocation for DevOps solutions
Competition and Alternatives
While many tools address parts of the DevOps lifecycle, HycosAI is unique in its ability to provide proactive, end-to-end intelligence and automation. We don't just report problems; we predict and solve them.
Competitor Type
Unified Telemetry (CI/CD + Runtime)
Predictive Failure Analysis
Automated Remediation
HycosAI
Developer Portals (e.g., Backstage)
CI/CD Toolchains (e.g., GitLab)
Observability/AIOps (e.g., Datadog)
Business Model: Clear Path to Revenue
Our model is a simple, scalable SaaS subscription designed for growth, with clear upsell paths for enterprise customers.
Core SaaS Subscription
$50
per user / month
With volume discounts for larger teams.
Enterprise Licensing
Custom packages and site licenses available for large-scale deployments and specific on-premise needs.
Value-Add Upsells
Modules for advanced analytics, premium 24/7 support, and specialized training to deepen customer value and increase revenue.
• Advanced Analytics Module
• Premium Support (24/7)
• Specialized Training
Revenue Model Advantages
Predictable ARR
Subscription model with high retention rates
Scalable Growth
Per-user pricing grows with customer success
Enterprise Expansion
Clear path to high-value enterprise deals
The Team: Experienced & Passionate Innovators
Our founding team brings decades of deep tech experience from industry-leading companies, with a shared history of building successful solutions at Ravello Systems (acquired by Oracle).
Herzel Mishel
CEO & Co-Founder
20+ years in Dev/DevOps/Test. Ex-Ravello, Oracle, IBM-XIV, Check Point.
Udi Razmovitch
CTO & Co-Founder
20+ years full-stack expert. Ex-Ravello, Oracle, Checkmarx.
Yehuda Itkin
Chief Data Scientist & Co-Founder
15 years in Machine Learning. Ex-Ravello, Huawei, CodeFuel.
Team Strengths
Proven Track Record
Successful exit at Ravello Systems, acquired by Oracle for enterprise cloud solutions
Deep Technical Expertise
Combined 55+ years in DevOps, AI/ML, and enterprise software development
Industry Recognition
Alumni of top-tier companies including Oracle, IBM, Check Point, and Huawei
Traction: Proven Results & Validation
We are already demonstrating significant value with early partners and have gained validation from key industry players.
Proven Impact Across Key Metrics
70% Reduction
in incident Mean Time To Resolution (MTTR)
42% More Capacity
redirected from firefighting to new feature development
10x Faster Debugging
Reduced debug time from 3 hours to 30 minutes for our partner SCEENIC
Trusted by Industry Leaders
Active partnerships with Fortune 500 companies and innovative startups validating our technology
Financials: The Ask & Projections
We are seeking a $3 million seed investment to accelerate product development, scale our go-to-market strategy, and achieve key revenue milestones.
Use of Funds
Projected Revenue Growth (ARR)
Our model shows a clear path to significant ARR growth, reaching profitability by 2030.
Investment Opportunity
$3M
Seed Round
18-month runway to achieve key milestones
$24M
Projected ARR by 2030
Clear path to profitability and scale
10x+
Potential Return
Based on market comps and growth trajectory
Vision for the Next Five Years
Our platform is the critical first step towards a future where software delivery is truly autonomous, intelligent, and seamlessly integrated.
Year 1-2:
Expand from CI/CD to autonomously manage security, performance, and cost across the entire cloud-native lifecycle (Intelligent DevSecOps).
Year 3-4:
Evolve beyond self-healing to create systems that intelligently learn, adapt, and continuously self-optimize for peak efficiency.
Year 5:
Become the industry standard for autonomous software delivery, empowering organizations to achieve continuous innovation with unprecedented speed and reliability.
The Future We're Building
Imagine a world where software systems don't just respond to problems—they prevent them. Where development teams spend 100% of their time on innovation because operational excellence is fully automated. Where businesses can deploy continuously with complete confidence, knowing their systems are self-optimizing and self-healing.
This is the autonomous DevOps future HycosAI is creating.