Jorvis keeps the live product surface on jorvis.app, while Hermes adds persistent memory, reusable skills, subagent delegation, browser automation, scheduled automations, and cross-session continuity under explicit policy boundaries.
"Show the top revenue contributors for the latest quarter and explain how Hermes preserved context across the session."
Read-only SQL passes through SqlGuard, Hermes keeps memory separate from retrieval, and the system boundary enforces policy, redaction, and controlled learning.
Top products for the latest quarter combine verified revenue data, supporting document context, and Hermes session memory.
Persistent context across sessions and reusable work products.
Repeatable workflows promoted into reusable capabilities.
Multi-step work can be delegated to subagents while humans keep governance.
Automation scan layers across secrets, dependencies, and containers.
Live product surface with control boundaries, not prompt-only behavior.
Persistent Hermes memory and search across sessions, not one-off prompts.
Reusable skills, delegation, browser workflows, and scheduled automations inside one governed system.
A live product surface that compounds capability while humans keep governance authority.
Jorvis keeps the live surface on jorvis.app, while Hermes turns repeated work into memory, skills, delegation, browser workflows, and scheduled automation.
Natural-language intent maps to grounded SQL and retrieval with explicit policy boundaries and operator-visible evidence.
Google Docs, Drive, and enterprise files are indexed as a separate retrieval lane so supporting documents can strengthen answers while Hermes keeps context, memory, and retrieval boundaries intact.
Bounded copilot support for operator workflows and status visibility while Hermes grows capability through memory, skills, and delegation without becoming an unreviewed control plane.
The live surface and Hermes evolution loop remain consistent across deployment modes. Only execution location and connectivity posture change.
This is the default `Jorvis Cloud` investor-demo path: the fastest production route for teams that want hosted model capacity while keeping the application boundary, data connectors, and Hermes learning loop under customer control.
Deploy the same user workflow inside customer-owned infrastructure when procurement, compliance, or networking policy requires tighter environmental control while Hermes keeps bounded continuity.
For isolated environments, Jorvis can add local inference as an optional deployment mode while keeping the same bounded workflow design and operating model. Hermes remains the self-evolving layer.
Jorvis is harder to replicate because the differentiators live in system boundaries, retrieval structure, deployment flexibility, and Hermes memory/skills/automation loops rather than in a thin wrapper around a model API.
SqlGuard, read-only credentials, and secret redaction reinforce each other instead of depending on model obedience.
SQL, documents, and Hermes memory are separated into intentional lanes so answers stay grounded and the system keeps growing without blurring boundaries.
Successful workflows can be promoted into reusable skills without rewriting the operating model.
Tests, CI gates, ADRs, and evidence-backed delivery create buyer confidence, while Hermes turns repeated wins into reusable skills.
Investors and enterprise buyers should be able to separate verified product truth from later-stage certifications or roadmap speculation.
Live product surface. Hermes execution loop. Customer-controlled deployment story. Engineering proof that stands up under diligence.