Comparative Analysis

Corveil vs Cloudflare AI Gateway

Every AI gateway routes traffic. Corveil captures organizational intelligence from that traffic — what your people know, what they're working on, and how the organization actually operates. Here's how we compare.

The Bottom Line

Three Things That Matter Most

Intelligence, Not Just Proxy

Corveil captures organizational ontology from AI interactions and injects institutional context back into every query. Cloudflare sees packets — Corveil sees knowledge.

Org Intelligence

Data Stays With You

Corveil deploys inside your VPC or on-premises. Cloudflare AI Gateway is SaaS-only — every prompt transits third-party infrastructure.

Self-Hosted

Know What Your Org Is Doing

Activity summaries, auto-built user profiles, expertise mapping, and actionable recommendations — all generated from real AI usage patterns. Cloudflare offers none of this.

Insights Engine

Feature Comparison

Deployment & Data Sovereignty

Where your data lives determines what you can do with it.

Capability	Corveil	Cloudflare AI Gateway
Deployment model	Self-hosted — Docker, Kubernetes, ECS Fargate, bare metal	SaaS-only — runs on Cloudflare edge
Air-gapped / disconnected operation	Yes	No
AWS GovCloud	Native — Bedrock GovCloud adapter (us-gov-west-1)	Not available
Data residency control	Full — you own the infrastructure and database	None — traffic transits Cloudflare global network

Security & Compliance

Capability	Corveil	Cloudflare AI Gateway
Authentication	Multi-layer — virtual API keys + OIDC/Okta SSO + session management	Basic — token-based gateway auth only
Key management	Virtual API keys (sk-citadel-xxx) shield real provider credentials. SHA-256 hashed at rest.	Cloudflare Secrets Store with AES encryption
SSRF protection	Built-in — DNS rebinding defense, private IP blocking, cloud metadata protection	N/A (SaaS model)
Admin impersonation tracking	Yes — full audit trail of impersonated sessions	Not available
Decision audit trail	Yes — records every guardrail decision with reasons	Logging only — no decision-level audit

Guardrails & Content Filtering

Capability	Corveil	Cloudflare AI Gateway
Content moderation	OpenAI Moderation API + custom keyword/regex blocklists	Llama Guard (Meta) — fixed categories, not pluggable
PII detection	Built-in — SSN, credit card, email, phone, IP (with smart internal IP exclusions)	Yes — via Cloudflare DLP profiles
PII handling	Block or redact — scrubs PII and continues the request	Block or alert — no redaction option
PII anonymization with restoration	Yes — strips PII before provider call, restores it in the response	Not available
Jailbreak / prompt injection detection	Built-in — 8+ default patterns + custom regex	Not a distinct feature
Custom guardrails	Runtime-configurable via API — keyword, regex, PII, and custom plugins	No — Llama Guard categories only
Guardrail testing endpoint	Yes — test content against guardrails before deploying	Not available
Pre-call and post-call filtering	Both — input and output checked independently	Both

Organizational Intelligence

This is where Corveil leaves the “AI gateway” category entirely.

Capability	Corveil	Cloudflare AI Gateway
Ontology capture	Yes — captures corporate ontology from AI interactions (entities, relationships, structure)	Not available
Organizational context injection	Yes — auto-injects relevant org context into LLM system prompts	Not available
Knowledge graph	Yes — queryable organizational intelligence from interaction data	Not available
Activity summaries & user profiles	Yes — auto-generated from AI usage patterns	Not available
Living intelligence layer	Yes — continuous capture, stays deployed as ongoing service	Not available — pure proxy layer

Extensibility

Capability	Corveil	Cloudflare AI Gateway
Plugin system	10 lifecycle hooks — pre-request, check-input, pre-provider, post-provider, check-output, post-request, on-error, on-stream-chunk, startup, shutdown	No plugin system
Built-in plugins	6 — anonymizer, jailbreak detector, cost alerter, webhook notifier, decision audit, ontology context	N/A
Custom guardrails via API	Yes — create, update, test, enable/disable at runtime	No
Webhook notifications	Built-in — SSRF-safe webhook plugin	Via Workers — separate Cloudflare product

Cost Management & Analytics

Capability	Corveil	Cloudflare AI Gateway
Budget controls	Per-user, per-key, per-team with hard budget limits	Gateway-wide — daily/weekly/monthly
Spend tracking	Per-request cost, daily aggregates, timeseries by user/team/key/model	Per-request cost, aggregate dashboard
Analytics API	Full REST API — overview, timeseries, top-N, cost-by-provider	Dashboard only
Response caching	Not built-in	Edge caching — exact-match, configurable TTL
Unified billing	Not available	Yes — single invoice across providers

Provider Support

Capability	Corveil	Cloudflare AI Gateway
Model coverage	200+ models via OpenRouter + direct Anthropic, Vertex AI, Bedrock	20+ native providers + custom endpoints
Anthropic native API	Full passthrough — streaming, extended thinking, prompt caching, tools	Via universal endpoint
OpenAI-compatible endpoint	Yes — drop-in replacement	Yes
Model fallback routing	Via OpenRouter	Built-in — fallback chains, A/B testing, geo-routing

No Cloudflare Equivalent

What Only Corveil Delivers

Capabilities with no counterpart in Cloudflare AI Gateway.

Organizational Ontology Capture

Every AI interaction reveals what your people know, what they're working on, and how the organization actually operates. Corveil captures this as a queryable knowledge graph.

Activity Summaries & User Profiles

Hourly, daily, and weekly digests of what teams worked on. Auto-built profiles of expertise, projects, and focus areas. Know what happened without asking.

Contextual Intelligence Injection

The ontology context plugin auto-injects relevant organizational knowledge into every LLM query. Your AI tools understand your org structure, terminology, and institutional context.

Self-Hosted Deployment

Deploy inside your VPC, on-premises, or in any cloud region. Your data stays on your infrastructure — no third-party transit required.

PII Anonymization with Restoration

The anonymizer plugin strips PII before the LLM ever sees it, then restores real values in the response. Users get useful answers without exposing sensitive data.

Decision Audit Trail

Every guardrail decision, every routing choice is recorded with full context. Not just “what happened” but “why it was allowed or blocked.”

Fair Assessment

Where Cloudflare Excels

Capabilities where Cloudflare AI Gateway has an advantage.

Edge Caching

Exact-match response caching at the edge. For high-volume repeated queries, this reduces latency and cost. Corveil does not include built-in response caching.

Global Edge Network

Cloudflare's worldwide network provides low-latency access from any geography. Best suited for globally distributed, unclassified workloads.

Zero-Config Start

A single API call creates a gateway — no infrastructure provisioning required. Corveil requires deploying and managing your own infrastructure.