Oplane
Oplane provides continuous, always-on threat modeling for AI-first engineering teams, connecting read-only to GitHub or GitLab to identify architectural security threats that traditional SAST scanners miss. The platform generates security requirements for each pull request and its Fixes feature produces complete, ready-to-apply diffs that pass all verification cases. Oplane detects threats like prompt injection, tool misuse, and cross-service trust gaps that span the full system architecture.
- Cybersecurity
- Developer Tools
- Artificial Intelligence
- Software Only
Funding
Founders
Founder details are not available yet.
Product
Problem
AI-generated code is shipping at a pace that outstrips human review, and legacy security tools built for human-paced commits cannot keep up. Static analysis misses architectural threats like prompt injection, tool misuse, and cross-service trust gaps because these issues span the system rather than appearing in a single file. Additionally, AI agents and Model Context Protocol (MCP) integrations create attack paths that traditional SAST scanners cannot see.
Solution
Oplane provides continuous, always-on threat modeling that understands the full architecture, not just individual lines of code. The platform connects to GitHub or GitLab in one click, read-only, and automatically identifies which security requirements apply to each change, then reports which of those requirements the code does not meet. Its new Fixes feature goes further by generating complete, ready-to-apply diffs that satisfy all verification cases for each requirement, including dependent changes like imports and configuration. Each fix is reviewed before being applied, and a follow-up review validates that the fix worked without introducing new issues. By separating the writing of fixes from the certification of their correctness, Oplane maintains accountability and prevents self-certification of AI-generated patches.
Target Audience
Primary customers are AI-first engineering teams at organizations shipping code at scale, along with security teams that need continuous visibility into architectural threats that traditional scanners miss.
Features
- One-click read-only integration with GitHub and GitLab, requiring no deployment or code modification
- Continuous threat modeling that maps security requirements to what each pull request actually does
- Fix with Oplane button in review comments that generates complete, ready-to-apply diffs for unresolved requirements
- Suggested fixes written to pass all verification cases, not just one failing example, and checked against the rest of the file for the same gap
- Automatic detection of fix collisions or stale branches, declining to commit when results would be unsafe
- Plans instead of patches for large changes, naming every place that must change and where to start
- Prompts embedded in each requirement for Claude, Cursor, or other coding agents
- Audit logging that records who applied each fix, with commits made under the Oplane app identity on the branch under review