Improve code quality and accelerate reviews with AI-assisted analysis.
Accelerate incident triage and resolution with automated runbook guidance.
Accelerate incident triage and resolution with automated runbook guidance.
Reduce cycle times across the SDLC without compromising security controls.
Enforce best practices with standardized reviews and significantly fewer regressions.
Protect intellectual property with granular access control and compliance.
Achieve faster incident response times with better runbook adherence.
Automate complex, multi-step SDLC tasks with fully configurable AI agents.
Ground AI responses on your private code repositories, docs, and runbooks.
Integrate with your identity provider for RBAC, SSO, and user policies.
Ensure full traceability and system monitoring with comprehensive audit logs.
Deploy on-premise, in your private cloud, or use our secure hybrid model.
Data Privacy & IP
Public Model
Limited data control
In-VPC data isolation
VPC / On-Prem Deployment
Not available
SaaS deployment only
Full VPC or On-Prem
RBAC / SSO Control
Basic user management
Team-based
Enterprise RBAC and SSO
Audit Logs
No access to logs
Limited log access
Complete audit trail
Internal RAG
Uses public data
Manual RAG setup
Automated and secure RAG
Engineering Integrations
Manual API calls
Few integrations
Native SDLC integrations
Single step only
Single step only
Basic agents
Multi-agent orchestration
Model Flexibility
Single model
Vendor locked
Model-agnostic choice
Deployment Model
Public Cloud SaaS
Self-hosted, complex
Private VPC / On-Premise
Data Privacy
Vendor dependent
Relies on user config
Total data isolation
Execution Engine
Non-deterministic
Often unpredictable
Fully deterministic
Governance
Limited to none
Requires 3rd party tools
Native, built-in
Audit Logs
Basic usage logs
Manual setup
Immutable, automatic
Security Posture
Shared tenant model
Depends on environment
Zero-trust architecture
Not available
Not available
Requires custom code
Automated and native
Model Control
Locked to one API
Community supported
Fully model-agnostic
Reduce data risk with robust controls and a compliance-ready architecture.
Enable collaboration with shared context and consistent, reliable outputs.
Maintain full oversight with clear policies, audits, and admin visibility.
Align with your infrastructure strategy via VPC, on-prem, or hybrid model.
B2B SaaS Platform
Data Exfiltration Incidents
Configure SSO, RBAC, and access policies in your secure environment.
Securely index private code repos, docs, and runbooks with permissions.
Activate pre-built agents for code reviews, Q&A, and incident triage.
Monitor performance, track quality metrics, and expand to new teams.
Get a custom architecture review and pilot plan in 48 hours.