Product overview
Overview
combo agent is an enterprise multi-agent AI platform for professional teams. It wraps domain skills, production toolchains, and orchestration so specialists get an end-to-end AI workspace instead of a lone chatbot.
This site focuses on construction & engineering contracting (drawing review + quotation). Explore patent or automotive scenarios on xIPnex or Nox-Lumen Auto.
Five platform pillars

- Nothing missed — full knowledge-base indexing + semantic recall
- Nothing wrong — industry rules inside Skills + orchestration checks
- Nothing broken — six-level context compression + Emergency Phase 3
- Nothing forgotten — MemoryOS hot/warm/cold tiers
- Nothing disconnected — Hooks carry context automatically across agents
A real distributed execution fabric: each subsystem feeds the others so the stack can finish long workflows that single-machine copilots cannot.
Core value
🧠 Multi-agent collaboration
Specialised agents cover requirements, authoring, review, configuration, and more. Tough work is coordinated, not jammed into one monolithic LLM call.
🛠️ SKILL library
Industry playbooks and toolchain adapters are packaged as Skills. 50+ official Skills ship for documents, code review, Lark/WeCom automation, requirements, and more.
👥 Team-ready workflows
Move from individual heroics to shared sessions, collaborative review, terminology control, and revision history so large programmes stay consistent.
🔌 Enterprise integrations
Native connectors for IBM DOORS Next, Gerrit, GitLab, Lark, WeCom, SMTP mail, and others — deliverables can flow back into systems of record.
🏢 Deployment choice
SaaS or private VPC, aligned with GDPR / PIPL expectations and strict tenant isolation.
Scenario map
🏗️ Engineering contracting — Nox-Lumen Mfg
For façade / MEP / steel sales engineers, drawing checkers, and PMs — drawing review through customer quotation with two tightly linked systems.
- Drawing review — multi-view reconciliation, rule libraries, hard stops, captured customer conventions
- Quotation — margin guardrails, historical neighbours, tiered coefficients, Excel-grade exports
- Closed loop — approved drawings feed structured BOMs into quoting
👉 Open the manufacturing track
Platform foundation
combo agent stacks the following building blocks:
| Module | Role |
|---|---|
| Multi-agent runtime | Role-based agents, delegation, cross-session collaboration |
| Session | Parallel runs, lifecycle, context compaction |
| Memory | Long-term memory, KB hooks, cross-session recall |
| SKILLs | Packaged capabilities, SkillHub, custom SDK path |
| Events & Hooks | Event triggers, lifecycle hooks, compound automations |
| Graft | Attach outputs from other sessions (git-graft style) |
| Channels | Lark, WeCom, email, webhook ingress/egress |
| Storage | MinIO + local workspaces with strict tenant fences |
Deployment
| Theme | Details |
|---|---|
| Data sovereignty | Tenant-scoped data flows only where you allow |
| Compliance | GDPR / PIPL-ready patterns; SaaS or dedicated VPC |
| Velocity | Knowledge base and SKILL marketplace improve continuously |
Get started
Contact
- Email: info@nox-lumen.com
- Offices: Singapore / Shanghai / Beijing