Hybrid architecture: LLM pool (open & proprietary), tool calling, agent graph, streaming I/O, and policy guardrails. Cloud+Edge orchestration via Infinity Bridge.
Text • Vision • ASR/TTS • Code • Structured outputs with JSON/Schema. On-demand model routing (cost/latency/accuracy).
Multi-agent coordination (200+ agents, 15–30 TPS), deterministic contracts, persona/role templates, and human-in-the-loop checks.
Session + long-term vector memory (AES-256 at rest), retrieval with guardrails, data lineage & redaction pipeline.
Zero-trust perimeter, mTLS, signed requests, policy sandbox, per-tenant encryption domains, audit trails and SOC-ready logs.
On-prem/edge inference packs, GPU & CPU paths, quantized runners, offline mode, and device attestation for secure deployments.
Traces, spans, token/cost analytics, prompt/version registry, structured logs and replayable sessions for post-hoc eval.
First-class SDKs for TypeScript, Python, Go. Plugin SDK for tools with signed manifests & policy caps.