Alfred AI

What is Alfred AI?

Treblle’s API Intelligence platform gives teams a complete, real-time understanding of every API across their organization—no matter where it runs or how it was built. Instead of juggling separate tools for security, performance, and design, Treblle unifies signals from the entire API lifecycle into one clear picture.

It automatically discovers all your APIs (even hidden "shadow" ones), scores them based on quality, security, and performance, and predicts problems before they cause outages. This means developers, security teams, and executives can act faster, reduce risk, and ship better APIs with confidence.

What are the features of Alfred AI?

• Unified API Discovery

  Continuously scans code repos, API gateways (like Kong, AWS, Azure), and live traffic to build a self-updating inventory of every endpoint.
• Composite API Heartbeat

  A single, real-time score that combines design quality, security posture, performance, documentation, and compliance into one production-readiness indicator.
• Cross-Signal Correlation

  Links security threats with design flaws and user behavior to reveal true risk—not just isolated alerts.
• Predictive Risk Detection

  Flags APIs likely to fail by analyzing trends in heartbeat scores, traffic growth, and design drift—before incidents happen.
• Executive Dashboards

  Translates complex API data into leadership-friendly views on security, compliance, adoption, and overall health.
• Design-to-Runtime Tracking

  Compares your OpenAPI spec against actual production behavior to catch dangerous drift between design and reality.

What are the use cases of Alfred AI?

• Eliminating shadow APIs

  Automatically detect undocumented or forgotten endpoints receiving live traffic across cloud and on-prem environments.
• Prioritizing engineering work

  Use the Composite API Heartbeat to focus fixes on APIs with poor design, high usage, and active security threats.
• Executive reporting

  Give CTOs and CISOs clear dashboards showing API health, compliance status, and risk trends without technical noise.
• Preventing outages

  Identify degrading APIs early by spotting declining scores combined with rising consumer load.
• Strengthening security posture

  Correlate OWASP API Top 10 violations, SQL injection attempts, and IP reputation data with specific endpoints and their design flaws.
• Improving governance

  Enforce standards by scoring APIs against internal policies at both design time and runtime.

How to use Alfred AI?

• Connect Treblle to your source code repositories (GitHub, GitLab, etc.) to auto-discover APIs from specs.
• Integrate with your API gateways (Kong, AWS API Gateway, Azure APIM) for real-time traffic visibility.
• Deploy Treblle’s lightweight agent or use its proxy mode to capture live API payloads without code changes.
• Review your unified API catalog and investigate any shadow APIs or low-heartbeat endpoints.
• Set up alerts for predictive risk signals or sudden drops in Composite API Heartbeat scores.
• Share Executive Dashboards with leadership for ongoing visibility into API program health.