# ML-NIGHTWORX — Full Site Corpus (Chatbot Source of Truth)

> Governed agentic commerce infrastructure: services, four intelligence products, ten delivery surfaces, MCP connectors, and verified agent presence on the FLOP/Technocore network.

**Document role:** Primary grounding corpus for chatbots answering questions across studio.ml-nightworx.io and the wider ML-NIGHTWORX web ecosystem.  
**Canonical host:** https://studio.ml-nightworx.io  
**Parent catalogue:** https://aaas.ml-nightworx.io  
**Last updated:** 2026-09-25

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## 1. Organization

**Name:** ML-NIGHTWORX Pty Ltd  
**Owner, founder, MD:** Mark Lewinsohn  
**Human front door (NTWX-Studio / ml-nightworx):** Marco Lewis — responsible for work and outcomes. Hire CV: https://marco-lewis-v3.pages.dev/ (Enterprise AI Transformation Lead · AI Systems Architect). That site is the hire face. This host, studio.ml-nightworx.io, is the ops glass and is separate.  
**Positioning:** Building the operating layer for agentic commerce — AI-native products, agent workflows, intelligence dashboards, and Cloudflare-based production delivery.

ML-NIGHTWORX designs, deploys, and operates governed AI systems — from strategy and architecture to agents, integrations, and managed operations. Selected builds are **live product surfaces** and **reusable build patterns**. Descriptions do not imply client ownership unless explicitly stated.

**Visual identity (NTWX-STUDIO token):**
- Tagline on token: **OPERATING LAYERS OF INTELLIGENCE**
- Nav logo (web): https://studio.ml-nightworx.io/assets/ntwx-logo-nav.png
- Footer logo: https://studio.ml-nightworx.io/assets/ntwx-logo-og.png
- Physical coin reference (Solana + X rim marks): https://studio.ml-nightworx.io/assets/ntwx-token-coin-web.jpg
- Token inscription includes Thai script; location arc references Wat Phra San, Ao Luek, Krabi (studio provenance — not a product claim)
- First-edition marking on token: Thai numeral edition notation (commemorative studio object, not a tradable coin offering)

**Contact:**
- Implementation briefs: enquiries@ml-nightworx.io
- Support & onboarding: support@ml-nightworx.io · support@ml-nightworx.com
- Access tokens: mark@ml-nightworx.com
- LinkedIn: https://www.linkedin.com/in/ml-ntwx/

**Standard disclaimer (pricing & scope):**
> Selected builds are live product surfaces and reusable build patterns. Price ranges are indicative estimates for comparable scopes. Exact pricing depends on the Block 0 brief, integration requirements, agent authority limits, and security constraints.

---

## 2. Studio Ops Glass (this site)

**URL:** https://studio.ml-nightworx.io  
**Surface OS stage:** P7 (G18 — Ops Dashboard Glass)  
**Deploy:** Cloudflare Pages (ntwx-glass), source in `dashboard/` repo folder

### 2.1 Pages on studio.ml-nightworx.io

| Path | Name | Purpose |
|---|---|---|
| `/` | Flywheel ops | Agentic Moat 5-bot flywheel dashboard — vendor pipeline, listings, email outbox, analyst memos |
| `/studio.html` | Studio Command Board | NTWX 7ARCH gates, GTM queue, GENE outbound pipeline status |
| `/kibble/` | Kibble glass | MERIT Kibble network board — live feed from flop-kibble.onrender.com with embedded snapshot fallback |
| `/4102/` | NTWX catalogue | Full NTWX-STUDIO page (localhost:4102 mirror) — sections 00–05 below |
| `/4099/` | Operator registry | Operator/packet/registry mirror — **preview only** (noindex; PayBridge pay buttons not live on studio host until AUTH bind) |
| `/dev/` | Dev rail | Staging rail for port mirrors and verify experiments |
| `/site/` | Site index | Human-readable index of all studio + ecosystem pages (SEO/AEO) |
| `/snapshot/` | Snapshot hub | Explorer/concierge links and live API pointers |
| `/llms.txt` | Agent summary | Concise agent discovery |
| `/llms-full.txt` | This document | Full chatbot corpus |
| `/ai.txt` | Agent index | Machine-readable routing index |
| `/sitemap.xml` | Sitemap | Search engine + agent crawl map |
| `/robots.txt` | Robots | Crawler policy (allows major AI bots) |
| `/api/status.json` | Studio status | Static status document pointing to live APIs |

### 2.2 Agentic Moat flywheel (backend product)

Five autonomous bots on GCP Cloud Run (`ml-ntwx-il-v1`, region `australia-southeast1`):
1. **Scout_Bot** — scrapes vendor sites, extracts pricing + API readiness
2. **Negotiator_Bot** — classifies vendors APPROVED_AGENTIC or FAILED_NO_API
3. **Publisher_Bot** — SEO directory listings from approved vendors
4. **SDR_Bot** — personalized cold outreach for analog vendors
5. **Analyst_Bot** — daily arbitrage scoring, acquisition/JV targets

Phase 4 (live APIs + production deploy) is gated — secrets HALT until Commander bind.

---

## 3. NTWX Catalogue sections (4102 page)

The `/4102/` page is the canonical human index for NTWX-STUDIO · OPERATING LAYERS OF INTELLIGENCE.

### Section 00 — AAAS+ Services
- **Gateway:** https://aaas.ml-nightworx.io
- **Category:** Agentic Commerce & Agents-as-a-Service
- **Description:** Services gateway — design, deploy, and operate governed AI systems from strategy through managed operations.

### Section 01 — NTWX Runtime
- **URL:** https://runtime.ml-nightworx.io
- **Status:** LIVE — operations layer
- **Description:** Governed operating layer behind intelligence products: knowledge, reasoning, memory, execution, policy, packet bindings.
- **Note:** Not for sale. Runtime glass = human index; Runtime API / MCP = agent-use surfaces.

### Section 02 — Four intelligence products

Each product has a live surface, data model, operational workflows, and implementation path. Prices are **indicative AUD** for comparable delivery scope.

#### 02.01 DOME — Agentic Knowledge & Decision Intelligence
- **Price (indicative):** $90,000 AUD
- **Surfaces:** https://dome.ml-nightworx.io · https://lv2.ml-nightworx.io
- **Description:** Turn approved organisational knowledge into governed AI answers, decision workflows, and product-ready intelligence surfaces.
- **Live demo:** Claire, the DOME sleep concierge — https://dome.ml-nightworx.io
- **Brand exception:** CUBBY visual system on DOME glass

#### 02.02 INFRA — AI Services & Infrastructure Intelligence
- **Price (indicative):** $55,000 AUD
- **Surfaces:** https://infra-aeo.ml-nightworx.io (acquisition/AEO) · https://infradome.ml-nightworx.io (explorer)
- **Description:** Map the AI ecosystem, vendors, models, infrastructure, and strategic relationships for technology decisions.
- No public agent pay endpoint is published. A POST to `/v2/api/04-infradome` is not a 402 checkout.
- **Agent policy:** Controlled MCP only; no full-graph export; complexity-priced queries

#### 02.03 NIGHTHAWK — Aerospace & Defence Intelligence
- **Price (indicative):** $50,000 AUD
- **Surfaces:** https://hawk.ml-nightworx.io (product glass) · https://hawk-aeo.ml-nightworx.io (AEO acquisition)
- **Description:** Controlled intelligence for aerospace programmes, defence markets, live events, capability analysis, decision support.
- No public agent pay endpoint is published. A POST to `/v2/api/08-hawk` is not a 402 checkout.
- **API tiers (product):** Free 100 req/day · Pro $49/mo · Enterprise $499/mo

#### 02.04 ONOS — Liquidity, Capital & Crypto Intelligence
- **Price (indicative):** $45,000 AUD
- **Surfaces:** https://onos.ml-nightworx.io · https://onos-mk2.ml-nightworx.io (Exodia)
- **Description:** Monitor crypto markets, liquidity, macro signals, derivatives, research workflows via governed AI-assisted decision support.
- No public agent pay endpoint is published. A POST to `/v2/api/06-onos` is not a 402 checkout.

### Section 03 — Delivery & commerce toolchain

| Code | Name | URL | Role |
|---|---|---|---|
| 03.01 | Reflector | https://reflector.ml-nightworx.io | White-label operating and sales system for partners, agencies, platform teams |
| 03.02 | Forge | https://forge.ml-nightworx.io | Workshop and build environment for data, agent, product experimentation |
| 03.03 | Analytics | https://analytics.ml-nightworx.io | Analytics and search intelligence dashboard |
| 03.04 | Agency888 | https://agency888.ml-nightworx.io | Agency and commercial delivery surface |
| 03.05 | Payflow | https://payflow.ml-nightworx.io | Payment / workflow commerce surface |
| 03.06 | PayBridge | https://paybridge.ml-nightworx.io | Agent spend-gate **simulation** packet — NOT a fifth product SKU, NOT live USDC charge (PAY_BRIDGE_ENABLED=false) |
| 03.07 | REM | https://rem.ml-nightworx.io | Performance media — qualified mattress & sleep shoppers for retailers |
| 03.08 | Optimize4GenAI | https://otzr-ntwx.web.app/paradigm-shift/ | Agentic search / paradigm-shift surface |
| 03.09 | Studio | https://studio.ml-nightworx.io | Studio ops glass — flywheel + 7ARCH command board |
| 03.10 | Adeft | https://adeft.pages.dev/ | Runtime specialty routes and model pools |

### Section 04 — MCP connector layer (refs 3.0.0–3.6.0)

| Ref | Name | Status | Endpoint |
|---|---|---|---|
| 3.0.0 | Analytics | operator-only | URL not published |
| 3.1.0 | Search | operator-only | URL not published |
| 3.2.0 | Sheets / HAWK | operator-only | URL not published |
| 3.3.0 | Gmail | operator-only | URL not published. Tools stay, including gmail.send and gmail.reply. |
| 3.4.0 | Dashboards (deploy/status) | local — pending | — |
| 3.5.0 | Business Profile (GBP) | auth-gated — local | — |
| 3.6.0 | Usage (cost tracker) | local | — |

### Section 05 — MCP 1.4.4 FLOP LABS meet-points

Seven meet-points for external agents in the FLOP ecosystem:

| Meet-point | Status | URL / endpoint |
|---|---|---|
| Chat / Presence | planned | wss://technocore.chat/r/ntwx-agents (presence note live at /kv/ntwx-presence/ntwx-agent-01) |
| Identity / DID | live | https://technocore.chat/kv/did-7a/c69e5d69c79af8 |
| Market / Portfolio | live | https://aaas.ml-nightworx.io |
| Work / Jobs | live | https://flop-kibble.onrender.com/api/board |
| Sign / Verify | live | https://studio.ml-nightworx.io/4102/ |
| Payments / Bridge | sim | https://paybridge.ml-nightworx.io |
| Operator Registry | local/scaffold | https://studio.ml-nightworx.io/4099/ |

### Section 99 — Technical registry
- **Operator registry:** https://studio.ml-nightworx.io/4099/
- Surface refs, semver reconciliation, MCP packet index, route endpoints, halted surfaces — for operators and agents.

---

## 4. Surface OS hierarchy (Commander rollout)

| Priority | Surface | URL | Status |
|---|---|---|---|
| P0 | AAAS | https://aaas.ml-nightworx.io | LIVE |
| P1 | HAWK + hawk-aeo | https://hawk.ml-nightworx.io · https://hawk-aeo.ml-nightworx.io | LIVE |
| P2 | InfraDOME | https://infradome.ml-nightworx.io | LIVE |
| P3 | ONOS | https://onos.ml-nightworx.io | LIVE |
| P4 | DOME | https://dome.ml-nightworx.io | LIVE |
| P5 | GENE CoreWeave | outbound form | SENT 2026-08-09 |
| P6 | Wiki | repo `wiki/` | Seeded |
| P7 | Studio ops | https://studio.ml-nightworx.io | LIVE |

---

## 5. Extended portfolio (AAAS catalogue categories)

Beyond the four core products, the AAAS catalogue indexes additional surfaces:

**Agentic Commerce:** Agency888 — https://agency888.ml-nightworx.io

**Knowledge & platforms:** REM — https://rem.ml-nightworx.io · MOAT — https://moat.ml-nightworx.io

**Asset tokenisation:** Oasis Property — https://oasisproperty.ml-nightworx.io

**Legal:** Legal777 — https://legal777.ml-nightworx.io

**Portfolio root:** https://ntwx.ml-nightworx.io (portfolio llms.txt)

For category depth and indicative bands, prefer https://aaas.ml-nightworx.io and its `/llms.txt`.

---

## 6. NTWX 7ARCH operating model (studio swarm)

Locked roster (lane = owner):
- **ATLAS** — Research & prospect lists
- **PROMETHEUS** — Provisioning & technical build
- **SIENNA** — White-label clean-up & audit
- **CEDAR** — RAG accuracy & early PMF signals
- **ERIS** — ASTROX + technical compliance & sovereignty
- **GENE** — Commercial / sales sequence
- **Corey** — Brand marketing
- **Harry** — Stripe finance & connection
- **Carrie** — Compliance paperwork & monitoring
- **Julie** — Jurisdiction

Architecture layers: **Harness** (PROMETHEUS) · **Loop** (GENE) · **Graph** (ATLAS)

Studio command board at `/studio.html` tracks gate status. Pack docs in repo `docs/STUDIO_7ARCH_*.md`.

---

## 7. Live APIs & data endpoints

| API | URL | Used by |
|---|---|---|
| Kibble board | https://flop-kibble.onrender.com/api/board | Kibble glass, FLOP work meet-point |
| Kibble status | https://flop-kibble.onrender.com/api/status | Kibble glass health |
| Kibble queue | https://flop-kibble.onrender.com/api/queue | Kibble glass |
| Studio status | https://studio.ml-nightworx.io/api/status.json | Studio ops reference |
| Studio pipeline data | https://studio.ml-nightworx.io/studio-data.json | Command board + flywheel |

---

## 8. Delivery model (what ML-NIGHTWORX provides)

Every engagement can combine:
- Product strategy
- AI and agent systems
- Platform engineering (Cloudflare Workers/Pages, Cloud Run)
- Premium UI/UX (Nocturne ADE brand frame: dark #161826, accent #9184d9, Inter)
- AI-search readiness (`/llms.txt`, JSON-LD, AEO governance)
- Governed deployment (ADE-F.T)

**Block 0** discovery brief is required before formal studio quotes.

---

## 9. Chatbot FAQ (suggested answers)

**Q: What is ML-NIGHTWORX?**  
A: An agentic commerce studio that builds governed AI products — four core intelligence systems (DOME, INFRA, NIGHTHAWK, ONOS), delivery toolchain surfaces, and ops infrastructure including this studio glass.

**Q: Where is the main product catalogue?**  
A: https://aaas.ml-nightworx.io — the public NTWX studio catalogue. The `/4102/` page on studio is a richer operational index with MCP and FLOP meet-points.

**Q: How much do products cost?**  
A: Indicative AUD bands: DOME ~$90k, INFRA ~$55k, NIGHTHAWK ~$50k, ONOS ~$45k. Exact pricing requires a Block 0 brief.

**Q: What is studio.ml-nightworx.io for?**  
A: Internal/operator ops glass — flywheel dashboard, 7ARCH command board, Kibble network view, and mirrors of Mac localhost catalogue pages (4102, 4099).

**Q: What is Kibble?**  
A: FLOP useful-work ledger — passports, CLAIM/RESULT/ATTEST on https://flop-kibble.onrender.com/api/board. Studio hosts a pretty glass at `/kibble/`.

**Q: What MCP connectors are live?**  
A: Analytics, Search, Sheets/HAWK, Gmail (3.0.0–3.3.0) via cubby-house-mcp-proxy workers. Dashboards, GBP, Usage are local/pending.

**Q: How do agents pay for products?**  
A: There is no public scan-to-buy QR and no live HTTP 402 checkout on the studio catalogue. Discuss implementation via enquiries@ml-nightworx.io. Company payments sit with ML-NIGHTWORX Pty Ltd (Mark Lewinsohn). Marco Lewis is the human front door, not a second payer.

**Q: What is PayBridge?**  
A: Simulation-only spend-gate packet for agents — NOT a fifth commercial product. PAY_BRIDGE_ENABLED=false in production.

**Q: Where is Reflector?**  
A: https://reflector.ml-nightworx.io — white-label AI commerce for AU retail partners (Category 01, Engine A). Sales OS is internal; public surface is limited AEO.

**Q: What should I read for product-specific depth?**  
A: Each live surface has its own `/llms.txt` where deployed: aaas, hawk-aeo, infradome. This document is the cross-site index.

**Q: Who do I contact?**  
A: enquiries@ml-nightworx.io for implementation · support@ml-nightworx.io for onboarding.

---

## 10. Governance & agent authority

- Do not claim "production ready" for pattern/demo surfaces without Commander sign-off.
- InfraDOME: no raw graph export; controlled MCP tools only.
- Reflector go-live requires ASTROX pre-flight (ERIS): white-label gate, RAG ≥90%, sovereignty checks.
- Do not overclaim client ownership, defence/classified access, or trading return guarantees.

---

## 11. Related documents (repo — for operator agents)

- `AGENTS.md` — monorepo boot file
- `drafts/studio-ntwx/surface-os-map.md` — Commander surface hierarchy
- `wiki/surfaces/*.md` — compiled surface map
- `docs/STUDIO_7ARCH_README.md` — 7ARCH pack entry
- `dashboard/DEPLOY.md` — studio glass deploy SOP

---

## 12. Document maintenance

When adding a new localhost port mirror or studio page:
1. Add route to `dashboard/_redirects`
2. Update this file, `llms.txt`, `ai.txt`, `sitemap.xml`, `site/index.html`
3. Redeploy: `make studio-dashboard-deploy`

**End of corpus.**