Scoped sandboxes, versioned experiments and traceable runs keep rapid prototyping orderly.
Traces • Replays • VersioningPer-tenant encryption, HSM key-split and strict RBAC so sensitive pilots stay compliant.
Zero-trust • AuditGraduation rails: turn a winning prototype into a pilot or production with the same configs.
Promote • Rollback1–2 workshops to define success metrics, data sources, guardrails and integration points.
Spin up an isolated workspace with tool adapters (CRM/ERP, mail, browser, databases, cameras).
Replay traces, red-team prompts, add policies, tune memory and evaluation suites.
Limited rollout with SSO/LDAP, monitoring, alerts and data residency controls.
Promote to production or archive with full artifact export and documentation pack.
Planner, tools, policy engine and memory; prebuilt cells for sales, support, finance and ops.
Guardrails • MemoryConnectors, ETL, enrichment and BI panels; snapshotting with lineage.
ETL • LineageVision-driven navigation, form filling, uploads and scraping with audit trails.
Headless • VisionRTSP ingest, multi-cam fusion, OCR, object/pose models and on-device fallback.
Edge • GPU/CPUSecrets vault, per-skill scopes, rate limits, abuse detection and red-team kits.
HSM • RBACTraces, metrics, replays, cost accounting and SLA dashboards.
ObservabilityDocs + ticket history → instant responses, safe macros and handoff.
CX • Zendesk/FreshLead enrichment, sequencing and meeting booking with policy checks.
CRM • SequencerInvoice ingestion, mismatch detection, ledger sync and GST draft returns.
GST • MISIntrusion zones, PTZ control, alerting & review console for CCTV grids.
Security • Edge1 week • workshops • scope + success metrics • solution outline.
Fixed scope2–3 weeks • lab setup • integrations • evaluation suite • demoable prototype.
Hands-on2–4 weeks • SSO/LDAP • monitoring • support runbook • limited rollout.
Real users