The centralized AI infrastructure layer for the entire EpesiCloud ecosystem. Every applet invokes stable capability keys—the platform automatically picks optimal providers, executes zero-downtime fallbacks, and reconciles per-tenant token ledgers.
curl -X POST https://ai.epesicloud.com/api/v1/services/execute \
-H "Authorization: Bearer epesi_live_k89a1..." \
-H "Content-Type: application/json" \
-d '{
"serviceKey": "text.generate",
"parameters": {
"prompt": "Analyze high-intent leads from recent CRM activity.",
"temperature": 0.2
},
"fallbackEnabled": true
}'No EpesiCloud applet ever hardcodes a vendor API. By routing requests through abstract capability layers, you gain instant model portability, enterprise security, and automatic provider failover.
Any EpesiCloud applet (CRM, Pulse, HR) requests a stable service key like text.generate.
The platform engine intersects required capabilities against active tenant provider credentials.
Dispatches to the lowest-latency model. If rate limits or timeouts occur, it walks the fallback chain.
Token usage, execution timings, and dollar costs are reserved, audited, and recorded in real time.
Swap out underlying models from Groq to Google Gemini or Anthropic with a single toggle in settings without changing a single line of applet code.
If a provider experiences degraded performance or 429 quota exhaustion, the engine automatically tries the next prioritized provider in <100ms.
Exact prompt and completion token metering. Track expenditures across departments, applets, and individual users with unified quotas.
Select a real-world enterprise scenario to test how the EpesiCloud AI platform handles capability negotiation, model resolution, and token ledgering.
Connect your organization's API keys or use platform-managed capacity across tier-1 model providers.
Why modern engineering teams stop putting raw provider SDKs in product applets.
| Feature / Capability | Direct Vendor SDK Integration | EpesiCloud AI Platform |
|---|---|---|
| Failover & Redundancy | ❌ Manual catch blocks; outages break app | ✓ Zero-downtime automatic fallback chain |
| Switching Models | ❌ Requires code refactoring & re-deployment | ✓ 1-click hot swap in settings console |
| Token & Cost Accounting | ❌ Scattered billing, no per-tenant attribution | ✓ Centralized per-tenant reservation & ledger |
| API Key Management | ❌ Keys duplicated across repos and env files | ✓ Centralized vault with scoped applet tokens |
| Observability & Tracing | ❌ Black-box execution, inconsistent logs | ✓ Full execution logs, latency & token charts |