C O R E

Sovereign Runtime • Agent Orchestration • Observability • Governance

Vision

Runtime

CORE ka maksad ek single fabric dena hai jisme models, tools aur agents cloud/edge/on-prem sab jagah seamlessly kaam karein — sovereign, low-latency, mission-grade.

Latency < 100ms Cost-aware Routing

Infinity Bridge

200+ Agents

Function calling, tool-sandbox, memory plugins, retry/backoff, safety rails. 15–30 TPS orchestration.

Orchestration Utilization

FEEL Engine

Policy

Reinforcement signals + neuro-symbolic rules → calibrated, human-aligned outcomes with full auditability.

Policy Alignment

Reference Architecture

Pluggable
Ingress & Auth
Rate-Limiter
Policy Guard
Observability
Router
Agent Swarm
Tool Hub
Memory / RAG
LLM Pool
Vision / ASR
Eval & FEEL
Callbacks/Events
Data Lake
Vector Store
Secrets Vault
Edge Nodes
Zero-trust boundaries • Structured logs • Trace IDs

CORE Modules

Runtime Pack
  • Gateway & AuthN/Z — OAuth, PAT, signed links; org/projects.
  • Orchestrator — DAG & state machines, retries, tool contracts.
  • Memory Layer — session + long-term vector, AES-256 at rest.
  • Evaluation — regressions, golden-sets, bias & reliability.
  • Observability — traces, spans, token & cost analytics.
  • Deploy — Cloud/Edge/On-prem with blue/green + rollbacks.
Plugin SDKMulti-tenantOffline Edge

Security & Compliance

SOC-Ready
  • Zero-trust perimeter, mTLS, signed requests, audit trails.
  • PII redaction & policy sandbox; sovereign-mode (owner override).
  • Key mgmt + HSM/KMS; per-tenant encryption domains.
  • Data lineage, retention & deletion SLAs.
Audit Coverage

Q3

In-progress

Agent Swarm v2, deterministic tool-contracts, async jobs, eval dashboards.

Q4

Next

Edge inference packs, encrypted memory streaming, on-prem Helm charts.

Q1

Planned

Autonomous rollout guardrails, policy studio, multi-cloud mesh.