Executive AI Control Plane
Clean high-level overview of AI agent health, security posture, and token efficiency.
SIGNATURE METRIC
Overall AI Reliability Score
94/100
+4 pts this week
Accuracy
98%
Hallucination
99.8%
Safety WAF
100%
Cost Score
92%
Latency Score
95%
Tool Success
100%
AI Requests
1.2M
+12% this month
Blocked Attacks
189
100% WAF Mitigation
Money Saved
$1,284
82% Semantic Cache
Proxy Latency
12 ms
Sub-15ms Target
Success Rate
99.98%
Healthy SLA
Security Score
96/100
Grade A+ Enterprise
Real-Time Request Volume & Latency Trend
SLA: 99.99%
The 4 Core Pillars Overview
🛡️ Security & Guardrails: Real-Time WAF, PII DLP, Tool RBAC
⚡ Cost & Performance: <5ms Semantic Cache, Smart Router, Loop Breaker
👁️ Observability & DevTools: Session Replay, Agent Graph, OTel Spans
🏢 Enterprise & Governance: SOC 2 / HIPAA Exporters, SSO/SCIM, PostgreSQL
Live AI Gateway Interactive Playground
Test real-time WAF jailbreak scanning, PII redaction, semantic caching, and tool RBAC live in your browser.
1. Select or Type Sample Prompt Test
Agent Role: support_agent
Model: gpt-4o
2. Real-Time Gateway Output & Audit Trace
Select a sample test prompt above or click "Run Live Gateway Test" to inspect real-time security scanning.
Pillar 1: Security & Guardrails
Real-time prompt injection firewall, PII data loss prevention, and tool RBAC enforcement.
Prompt Injection WAF & PII Redactor Interactive Suite
[WAF ENGINE]: Active | 189 Attacks Blocked Today | 0 False Positives
[PII DLP]: Redacting Emails, Credit Cards, SSNs, and IP Addresses before LLM egress.
Declarative Policies & Human Approvals
Dynamic rules engine and human approval intercepts for dangerous agent tool calls.
IF role == "support_agent" AND tool_called == "delete_database" THEN BLOCK (403 Forbidden)
IF action_cost > $10,000 THEN PAUSE_AGENT AND REQUEST_HUMAN_APPROVAL (Require 2 Approvers)
Pillar 2: Cost & Performance
Sub-5ms semantic prompt caching and smart model auto-downgrading.
Semantic Prompt Cache & Smart Router Engine
[SEMANTIC CACHE]: 82% Hit Rate | $1,284 Saved | Average Latency: 3ms
[SMART ROUTER]: Auto-downgraded 14,000 simple prompts from GPT-4o to GPT-4o-mini (Saved ~90% cost).
AI Cost Optimizer & HA Failover
Intelligent cost reduction recommendations and multi-provider failover chains.
💡 Insight: Routing FAQ queries to DeepSeek-V3 saves $820/month.
[HA FAILOVER]: Active Chain -> OpenAI ➔ Anthropic ➔ DeepSeek ➔ Ollama Local
Pillar 3: Observability & DevTools
"Chrome DevTools for AI": Session replay console, visual node graph, and OTel trace exporters.
Trace ID: trace_session_994821
├── 1. User Request ("My credit card is 4111-2222-3333-4444")
├── 2. [EvalMesh DLP] Redacted -> "My credit card is [REDACTED_CREDIT_CARD]"
├── 3. [EvalMesh WAF] Jailbreak Scan -> PASS
└── 4. Output -> Safe response generated in 12ms.
Benchmark Lab & AI Debugger
Side-by-side prompt benchmarks and AI Copilot root cause analyzer.
[AI COPILOT DEBUGGER]:
* Root Cause: Agent loop caused by missing output JSON schema boundary.
* Resolution: Wrap agent with @guardrail decorator (evalmesh.sdk).
Pillar 4: Enterprise & Governance
Tamper-proof SOC 2 Type II, HIPAA PHI redaction, and GDPR compliance exporters.
SOC 2 Audit Exporter Status: ACTIVE | Cryptographic SHA-256 Tamper Proof Signature Enabled
Why EvalMesh — The AI Control Plane
Automates AI evaluations, security guardrails, cost routing, drift monitoring, and CI/CD quality gates.
PRODUCT POSITIONING & VISION
"EvalMesh is the control plane for production AI applications. It evaluates, secures, routes, monitors, and improves every AI request before it reaches your users."
Developers don't just get another proxy — they get a unified control plane that eliminates hours of manual testing, spreadsheet comparisons, and unexpected security incidents.
Key Problems Solved & Time Saved
1. AI Evaluation (Hours → Minutes)
❌ Without: Manual testing of 100+ cases taking 2–4 hours.
✅ With: 1-Click automated evaluation showing pass/fail & hallucination metrics.
Saves 3+ Hours / Release
2. Multi-Model Comparison
❌ Without: Copying outputs from OpenAI, Claude, Gemini into spreadsheets.
✅ With: Single evaluation runs side-by-side across all models automatically.
Saves 60 Mins / Comparison
3. Prompt Version Tracking
❌ Without: Searching Git commit history for working prompts.
✅ With: Every prompt version stored with its exact evaluation scores.
Instant 1-Click Rollback
4. Security & Data Protection
❌ Without: Users discover prompt leaks in production.
✅ With: Real-Time WAF & PII DLP redact data & block jailbreaks inline.
Zero Production Vulnerabilities
The 10-Step Automated Pipeline
1
Step 1 — Connect AI Providers
Securely connect OpenAI, Anthropic, Gemini, Grok, DeepSeek, Ollama, & custom models into Encrypted Vault.
2
Step 2 — Connect the Application
Change single base URL endpoint to EvalMesh Gateway (
http://localhost:8000/v1/chat/completions).3
Step 3 — 10-Tier Request Pipeline Processing
Auth & Rate Limiter ➔ Semantic Cache ➔ Smart Cost Router ➔ Circuit Breaker ➔ WAF Firewall ➔ PII DLP ➔ Tool RBAC ➔ Provider Gateway ➔ Auto Evaluation.
4
Step 4 — Automatic Evaluation
Records Input/Output, Latency, Cost, Tokens, Model, Safety Score, & Hallucination Metrics automatically.
5
Step 5 — Regression Detection
Detects accuracy drops (e.g. 97% ➔ 84%) instantly before customers notice.
6
Step 6 — Side-by-Side Multi-Model Comparison
Run one benchmark evaluation across GPT-5, Claude, Gemini, Llama, & DeepSeek simultaneously.
7
Step 7 — Deployment Protection (CI/CD Quality Gate)
GitHub Actions integration: Prompt changes undergo automated evaluation suite; blocks broken prompts from deploying.
8
Step 8 — Continuous Executive Monitoring
Real-time monitoring of requests, latency, cache hit rate, blocked injections, and estimated spend.
9
Step 9 — Multi-Channel Alerts
Instant alerts via Slack, Email, Discord, & PagerDuty when latency spikes or provider errors occur.
10
Step 10 — Automated Governance & Quality Reports
Generates automated weekly PDF/HTML reports detailing AI Quality, Cost Analysis, Security Incidents, & Hallucination Trends.
10-Minute Developer Onboarding Wizard
Connect AI providers, generate API keys, and route your first AI request in under 10 minutes.
Step 1 of 7 — Create Organization & Workspace
14% Complete
🏢 Step 1 — Create Organization & Workspace
Setup your primary multi-tenant organization, workspace, and team roles.