# Wavoblem

*/Startups/Wavoblem*

## Startup Overview

Instead of stopping at alerts, this infrastructure security platform operates as an active remediation engine. It ingests vulnerability data and automatically generates and tests infrastructure-as-code pull requests to resolve misconfigurations across cloud environments.

Security and DevOps teams typically manage posture through scanners like Prisma Cloud or Wiz. While those tools identify flaws, they dump the actual repair work into endless manual ticket creation pipelines and engineering backlogs.

This system eliminates that operational bottleneck through autonomous infrastructure remediation. Rather than handing engineers a list of problems, it delivers ready-to-merge code fixes while remaining fully zero-trust verified, ensuring that automated changes never compromise access controls or production stability.

## Startup Founding Hypothesis

**Approach**: that automatically generates and tests infrastructure remediation pull requests
**Competitors**:
- [Prisma Cloud](/Competitors/Prisma_Cloud)
- [Wiz](/Competitors/Wiz)
- [manual ticket creation](/Competitors/manual_ticket_creation)
**Differentiator2x2**: capable of autonomous infrastructure remediation while remaining fully zero-trust verified

## Startup Solution Coordinate

**Solution**: [TrustFix Agent](/Agents/TrustFix_Agent)

## Startup Position2x2

```mermaid
quadrantChart
    x-axis "Manual Remediation" --> "Autonomous Remediation"
    y-axis "Broad Permissions" --> "Zero-Trust Verified"
    quadrant-1 "Defensible Autonomy"
    quadrant-2 "Auditable Visibility"
    quadrant-3 "Status Quo Ops"
    quadrant-4 "Reckless Automation"
    "Wavoblem": [0.85, 0.85]
    "Wiz": [0.35, 0.80]
    "Prisma Cloud": [0.45, 0.70]
    "Manual ticket creation": [0.10, 0.30]
```

## Startup Offer

**Proof**:
- Targeting a reduction in infrastructure vulnerability resolution time from days to under 1 hour for mid-market DevOps teams.
- Aiming to validate 100% of generated Terraform and Pulumi pull requests against enterprise zero-trust policies pre-merge.
- Designing for a human reviewer acceptance rate of over 95% on automatically generated infrastructure fixes.
**Tiers**:
- Name: Pay-per-Remediation · Price: ~$15–$30 per successfully merged PR · Inclusions: Automated generation, sandbox testing, and zero-trust verification of infrastructure-as-code remediation pull requests, billed only when the fix is accepted.
- Name: Platform License · Price: ~$40,000–$60,000/yr · Inclusions: Unlimited automated remediation PRs, intended direct integration with custom Open Policy Agent (OPA) rules, and dedicated private sandbox environments for enterprise DevOps teams.
**Guarantee**: If a generated remediation pull request fails your continuous integration tests or violates a mapped zero-trust policy prior to merge, the fee for that fix is waived and the system flags the specific policy conflict for manual review.
**Business Function**: ProvideService
**Objection Handlers**:
- Objection: Automated remediation might break our production environment. Rebuttal: Every generated PR is designed to deploy into an isolated sandbox to run your existing CI/CD test suite before a human reviewer ever sees it.
- Objection: How does the system understand our specific zero-trust architecture? Rebuttal: The platform is built to ingest and map your existing Open Policy Agent (OPA) or cloud IAM rules directly into the PR validation step.
- Objection: We cannot grant an AI system write access to our main branch. Rebuttal: The system only creates feature branches and submits PRs; it does not possess merge rights, ensuring your engineers retain final authority.
- Objection: Why not just use Wiz or Prisma Cloud for this? Rebuttal: Those platforms primarily generate alerts and manual tickets; this system is designed to write and test the actual infrastructure-as-code fix.
**Pricing Architecture**: UsageMeter
**Agent Checkout Support**:
- agentic-commerce-protocol

## Startup Brand

**Voice**: Authoritative engineering register defined by uncompromising precision and technical restraint.
**Tagline**: Fix infrastructure vulnerabilities with zero-trust verified remediation pull requests.
**Icon Concept**: caliper
**Palette Intent**: institutional-cool
**Visual Identity**: Slate grays and crisp navy blues dominate the palette alongside stark sans-serif typography, projecting the uncompromising verification standards of zero-trust infrastructure.
**Archetype Reference**: the-sage

## Startup Buyer Chain

**Chain**: Wavoblem → Cloud Security Engineer → Platform Engineering
**Gtm Motion**: Acquires security practitioners through an individual self-serve connector that generates remediation pull requests for a single repository's infrastructure-as-code alerts. Expands by converting platform teams to an organizational tier that automatically enforces and tests these zero-trust infrastructure fixes across all connected cloud environments.
**Agent Channel**: Designed to list in the LangChain tool registry and the Model Context Protocol (MCP) catalog as an infrastructure remediation tool, allowing autonomous security monitoring agents to delegate the generation and testing of verifiable infrastructure pull requests.
**Primary Channel**: GitHub Marketplace and AWS Marketplace listings, discovered when cloud security engineers search for infrastructure-as-code remediation tools or automated pull request actions.

## Startup Customer Journey

```mermaid
flowchart LR; A[GitHub Marketplace]-->B[Self-Serve Connector]; B-->C[First Remediation PR]; C-->D[Sandbox Environment]; D-->E[Continuous IaC Fixes]; E-->F[Platform License]; F-->G[Open Policy Agent Rules]; G-->H[DevOps Team Advocacy];
```

## Startup Proof Points

_Illustrative — target and order-of-magnitude estimate figures, not an achieved track record (this Thing is concept-stage)._

**Pilot Goals**:
- A 14-day scoped pilot on a non-production repository aiming to demonstrate a 90% reduction in manual vulnerability ticket handling by generating viable remediation PRs.
- A 30-day sandbox trial mapping a specific subset of the client's OPA rules to prove the system correctly identifies policy conflicts pre-merge and successfully waives fees for any failed tests.
**Target Metrics**:
- Target: Reduce infrastructure vulnerability resolution time from an average of 3 days to under 1 hour.
- Aim: Achieve over a 95% human reviewer acceptance rate on automatically generated infrastructure-as-code fixes.
- Target: Validate 100% of generated Terraform and Pulumi pull requests against mapped enterprise zero-trust policies pre-merge.
- Aim: 0 production breakages by validating every generated PR in an isolated CI/CD sandbox environment.
**Target Case Studies**:
- Target: Mid-market FinTech DevOps team. Transformation: Reduce cloud vulnerability backlogs by automatically generating Terraform remediation PRs that map directly to their custom OPA rules, converting days of manual coding into minutes of human review.
- Target: Enterprise Security Engineering team. Transformation: Eliminate alert fatigue from traditional CSPM tools by transitioning from manual ticket creation to a pipeline that outputs fully sandbox-tested infrastructure fixes ready for human merge approval.
**Testimonial Targets**:
- VP of Cloud Infrastructure: Earning praise for providing actual written and tested infrastructure-as-code fixes rather than just generating more security alerts.
- Lead DevOps Engineer: Securing validation that the read-only PR submission model and sandbox testing preserves their final merge authority and operational trust.
- DevSecOps Manager: Capturing relief that direct ingestion of existing Open Policy Agent rules prevents zero-trust policy regressions before code reaches the main branch.

## Startup Top Risks

**Risks**:
- Severity: existential · Description: An automated remediation pull request introduces a breaking change or secondary vulnerability into a client's production environment. · Mitigation Status: in-progress
- Severity: high · Description: Incumbents like Wiz or Prisma Cloud natively integrate automated infrastructure-as-code remediation into their widely adopted security platforms. · Mitigation Status: unmitigated
- Severity: high · Description: Enterprise security teams refuse to grant write access to their infrastructure repositories due to strict internal compliance policies. · Mitigation Status: in-progress
- Severity: moderate · Description: The platform fails to parse and correctly test remediation pull requests in highly customized or legacy CI/CD pipelines. · Mitigation Status: unmitigated

## Startup Competitors

- [Prisma Cloud](/Competitors/Prisma_Cloud) — Incumbent
- [Wiz](/Competitors/Wiz) — Incumbent
- [Manual Ticket Creation](/Competitors/Manual_Ticket_Creation) — Status Quo
- [Snyk Infrastructure](/Competitors/Snyk_Infrastructure) — Developer Security
- [Aqua Security](/Competitors/Aqua_Security) — Incumbent

## Startup Solution Stack

- [Infrastructure Remediation Service](/Services/Infrastructure_Remediation_Service) — Service-as-Software
- [TrustFix Agent](/Agents/TrustFix_Agent) — Agent
- [Pull Request Generation Worker](/Agents/Pull_Request_Generation_Worker) — Agent
- [Zero Trust Verification Engine](/Software/Zero_Trust_Verification_Engine) — Software
- [State Validation API](/Software/State_Validation_API) — Software

## Startup Story Brand

**Hero**:
- **Need**: to act as a strategic systems architect instead of a ticket-closer
- **Want**: to eliminate the backlog of infrastructure vulnerabilities in their cloud environments
- **Identity**: the Lead DevOps Engineer at a mid-market cloud enterprise
**Plan**:
- Step: Review PRs · Detail: Examine automatically generated remediation pull requests directly in GitHub or GitLab with full context.
- Step: Audit tests · Detail: Inspect the sandbox results and zero-trust policy reports bundled with every proposed infrastructure change.
- Step: Merge fix · Detail: Approve the verified code to close the vulnerability without writing a single line of Terraform manually.
**Guide**:
- **Empathy**: You shouldn't still be manually patching security debt. Wiz wasn't built to write the actual infrastructure-as-code fixes your environment needs.
**Problem**:
- **Villain**: alert fatigue
- **External**: Scanning tools like Wiz and Prisma Cloud generate thousands of critical alerts that require manual Terraform or Pulumi updates and multi-day ticket cycles
- **Internal**: You feel like a manual script-monkey chasing a never-ending list of security debt
- **Philosophical**: Every DevOps lead deserves a self-healing environment — not a mountain of manual tickets.
**Success**: Vulnerability backlogs clear in hours instead of weeks, with every fix verified against your specific zero-trust policies before it touches production.
**One Liner**: What if your cloud security alerts fixed themselves? Wavoblem generates and tests infrastructure remediation pull requests, resolving vulnerabilities in under an hour.
**Positioning**:
- **So That**: automatically generate and test code-level fixes for infrastructure vulnerabilities
- **Unlike**: Prisma Cloud or Wiz
- **For Whom**: Lead DevOps Engineers at cloud-native enterprises
- **Category**: Autonomous Infrastructure Remediation
**Call To Action**:
- **Direct**: Merge a remediation
- **Transitional**: View sample remediation report
**Failure Stakes**:
- Critical vulnerabilities remain unpatched
- Manual tickets pile up indefinitely
- Production environments face security breaches
**Transformation**:
- **To**: free to architect resilient systems, no longer stuck doing the drudgery
- **From**: a ticket-bound engineer manually editing Pulumi scripts
**Controlling Idea**: Infrastructure security should be fixed by code, not just identified by alerts.

## Startup Token Hero

**Genre**: founding-hypothesis
**Rendered**: What if your cloud security alerts fixed themselves? Wavoblem generates and tests infrastructure remediation pull requests, resolving vulnerabilities in under an hour.
**Mechanism**: spine-derived-v1
**Template Id**: spine-founding-hypothesis
**Vocab Fingerprint**: db095c007a920597

## Startup Token Positioning

**Genre**: moore-positioning
**Rendered**: Autonomous Infrastructure Remediation for Lead DevOps Engineers at cloud-native enterprises. Unlike Prisma Cloud or Wiz — automatically generate and test code-level fixes for infrastructure vulnerabilities.
**Mechanism**: spine-derived-v1
**Template Id**: spine-moore-positioning
**Vocab Fingerprint**: 489fac81efb3dff1

## Startup Token Pitch Deck

**Genre**: pitch-deck
**Rendered**: Problem: Scanning tools like Wiz and Prisma Cloud generate thousands of critical alerts that require manual Terraform or Pulumi updates and multi-day ticket cycles
Solution: What if your cloud security alerts fixed themselves? Wavoblem generates and tests infrastructure remediation pull requests, resolving vulnerabilities in under an hour.
Customer: Lead DevOps Engineers at cloud-native enterprises
Unlike: Prisma Cloud or Wiz
**Mechanism**: spine-derived-v1
**Template Id**: spine-pitch-deck
**Vocab Fingerprint**: 7132185370bf7a40

## Startup Token M E D D P I C C

**Pain**: Scanning tools like Wiz and Prisma Cloud generate thousands of critical alerts that require manual Terraform or Pulumi updates and multi-day ticket cycles
**Metrics**: Target: Vulnerability backlogs clear in hours instead of weeks, with every fix verified against your specific zero-trust policies before it touches production.
**Rendered**: Pain: Scanning tools like Wiz and Prisma Cloud generate thousands of critical alerts that require manual Terraform or Pulumi updates and multi-day ticket cycles
Economic buyer: Cloud Security Engineer
Metrics: Target: Vulnerability backlogs clear in hours instead of weeks, with every fix verified against your specific zero-trust policies before it touches production.
Competition: Prisma Cloud or Wiz
**Mechanism**: spine-derived-v1
**Competition**: Prisma Cloud or Wiz
**Economic Buyer**: Cloud Security Engineer
**Vocab Fingerprint**: 07947359465e4ee0

## Startup Token Cold Email

**Genre**: cold-email
**Rendered**: Subject: Autonomous Infrastructure Remediation for Lead DevOps Engineers at cloud-native enterprises

Lead DevOps Engineers at cloud-native enterprises — Scanning tools like Wiz and Prisma Cloud generate thousands of critical alerts that require manual Terraform or Pulumi updates and multi-day ticket cycles What if your cloud security alerts fixed themselves? Wavoblem generates and tests infrastructure remediation pull requests, resolving vulnerabilities in under an hour.
**Mechanism**: spine-derived-v1
**Template Id**: spine-cold-email
**Vocab Fingerprint**: 378382d41418d7cf

## Startup Token Agent Spec

**Genre**: ai-agent-spec
**Rendered**: Autonomous Infrastructure Remediation. What if your cloud security alerts fixed themselves? Wavoblem generates and tests infrastructure remediation pull requests, resolving vulnerabilities in under an hour. Serves Lead DevOps Engineers at cloud-native enterprises.
**Mechanism**: spine-derived-v1
**Template Id**: spine-ai-agent-spec
**Vocab Fingerprint**: 0bb81c3063e11747

## Neighborhood

### Candidate solutions

- [Defect Reporting Latency](/Problems/Defect_Reporting_Latency) — candidate solution for · Problems

### What it offers

- [Scan Prism](/Software/Scan_Prism) — offers · Software
- [Volumetric Extraction Engine](/Agents/Volumetric_Extraction_Engine) — offers · Agents
- [TrustFix Agent](/Agents/TrustFix_Agent) — offers · Agents

### Composed of

- [Volumetric Scan Triage Service](/Services/Volumetric_Scan_Triage_Service) — composes · Services
- [Defect Characterization Engine](/Software/Defect_Characterization_Engine) — composes · Software
- [PAUT Ingestion API](/Software/PAUT_Ingestion_API) — composes · Software
- [Compliance Transcription Worker](/Agents/Compliance_Transcription_Worker) — composes · Agents
- [Flaw Dimensioning Agent](/Agents/Flaw_Dimensioning_Agent) — composes · Agents
- [Isometric Mapping Agent](/Agents/Isometric_Mapping_Agent) — composes · Agents
- [Defect Compliance Service](/Services/Defect_Compliance_Service) — composes · Services
- [Anomaly Triage Worker](/Agents/Anomaly_Triage_Worker) — composes · Agents
- [Volumetric Extraction Engine](/Software/Volumetric_Extraction_Engine) — composes · Software
- [Raw Data Ingestion API](/Software/Raw_Data_Ingestion_API) — composes · Software
- [Pull Request Generation Worker](/Agents/Pull_Request_Generation_Worker) — composes · Agents
- [State Validation API](/Software/State_Validation_API) — composes · Software
- [Infrastructure Remediation Service](/Services/Infrastructure_Remediation_Service) — composes · Services
- [Zero Trust Verification Engine](/Software/Zero_Trust_Verification_Engine) — composes · Software

### Embodies

- [Software](/Theses/Software) — embodies · Theses
- [Agent](/Theses/Agent) — embodies · Theses

### Who it serves

- [Non-Destructive Testing (NDT) Contractor](/CompanyTypes/Non-Destructive_Testing_(NDT)_Contractor) — serves · CompanyTypes

### Competitors

- [SD card transport](/Competitors/SD_card_transport) — competes with · Competitors
- [Evident OmniPC Software](/Competitors/Evident_OmniPC_Software) — competes with · Competitors
- [Zetec TomoView Analysis](/Competitors/Zetec_TomoView_Analysis) — competes with · Competitors
- [Physical SD Card Transport](/Competitors/Physical_SD_Card_Transport) — competes with · Competitors
- [MISTRAS PCMS Platform](/Competitors/MISTRAS_PCMS_Platform) — competes with · Competitors
- [Evident OmniPC](/Competitors/Evident_OmniPC) — competes with · Competitors
- [MISTRAS PCMS](/Competitors/MISTRAS_PCMS) — competes with · Competitors
- [Zetec TomoView](/Competitors/Zetec_TomoView) — competes with · Competitors
- [Physical SD Cards](/Competitors/Physical_SD_Cards) — competes with · Competitors
- [Manual SD Card Transport](/Competitors/Manual_SD_Card_Transport) — competes with · Competitors
- [Manual Ticket Creation](/Competitors/Manual_Ticket_Creation) — competes with · Competitors
- [Snyk Infrastructure](/Competitors/Snyk_Infrastructure) — competes with · Competitors
- [Aqua Security](/Competitors/Aqua_Security) — competes with · Competitors
- [Prisma Cloud](/Competitors/Prisma_Cloud) — competes with · Competitors
- [Wiz](/Competitors/Wiz) — competes with · Competitors

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