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ARCHITECTURE · SELF-SERVE

Upload one GL file.
Let AI handle the rest.

No consultants, no IT — FP&A automation starts now. Numen's 3-Layer Architecture is self-serveby design — 30-second upload · 20-minute setup · first analysis today.

Get started Take the product tour
30 sec
Data upload → auto-mapping
20 min
Sign-up → first KPI dashboard
$0
Consulting · setup cost
LAYER 03
Intelligence
9 AI Agents + Custom Builder · 3-Pane verifiable interface
9+∞ Agents
LAYER 02
Ontology · Standardization
A Finance AI Ontology defines the concepts, entities, and relations of your domain — KPIs, accounts, allocation rules — into one semantic layer the LLM can interpret accurately.
Semantic Layer
LAYER 01
Foundation
GL data · ERP integration · auto-mapping · dimension learning
Auto-mapping
↓ AUTO CONNECTED ↓
Your Company's AI Finance OS
— GET STARTED IN 20 MINUTES

From sign-up to first analysis, 20 minutes

20 minutes after signing up, see your company's first KPI dashboard. Start with a 1:1 onboarding consult.

  1. 01Sign up (email only)→ Account created
  2. 02Enter company info→ Workspace ready
  3. 03Upload GL · financial statements · trial balance (Excel is fine)→ Auto-mapping + cross-validation starts
  4. 04Review & approve AI auto-mapping + Ontology binding→ Standardized dataset + Semantic Layer activated
  5. 05Check first KPI dashboard + AI insight→ Your company's first analysis
= 20 minutes
Start from a custom quote.
Get a configuration and price tailored to your company via a 1:1 onboarding consult.
— Why 3-Layer

Why we redesigned everything from scratch

Existing tools handle collection, analysis, and execution separately. Push data into an ERP, visualize it in a BI tool, ask ChatGPT — and none of it connects into automation. Numen's 3 layers operate independently while AI links them automatically by design.

Traditional ERP
SAP · NetSuite · Oracle		Consulting SaaS
Anaplan · Pigment		LLM tool
ChatGPT · Copilot		Numen
Deployment time6-12 months2-3 monthsInstantInstant
Consulting costHundreds of thousands $Tens of thousands $$0$0
Operational AI OntologyDB schema onlyHand-modeledNoneDecision-ready
Data standardizationManualConsultant requiredAI automatic
Auditable
Starting costHundreds of thousands $Tens of thousands $Free$499 / mo usage-based
AI is your consultant.
Faster, more accurate, 24/7 — and trained on your company's data.
LAYER 01— DATA FOUNDATION · ONTOLOGY

Start with a single GL file

No complex ERP integration required. Excel, CSV, ERP exports — upload whatever you have and AI binds it to the Finance Domain Ontology (Semantic Layer) in tens of minutes.

Drag & drop upload

Don't worry about the file format. Whatever you have, drop it in.

  • Any ERP works · raw export, drop as-is
  • Encrypted on upload

AI Ontology mapping

AI auto-detects accounts, departments, entities, and dimensions, then binds them to the finance ontology — not just stored data, but meaning and relations modeled as a knowledge graph.

  • 99.7% mapping accuracy · Semantic Layer bound
  • Applies automatically from your next upload

Real-time validation

Verify data trustworthiness before any analysis begins.

  • Auto debit/credit check · anomaly detection
  • Instant quality report
LAYER 02— INDUSTRY ONTOLOGY · KPI GRAPH

An industry ontology that turns questions into decisions

AI doesn't just look up KPIs — it reasons over an operational industry ontology (KPIs, dimensions, rulebooks, competitor operating patterns). "Which KPIs should we watch?" "How do competitors operate?" — every question lands as an action.

Industry ontology library

KPIs, dimensions, and rulebooks as objects and relations on one operational knowledge graph (US CMA · KICPA baseline).

  • Industry operating patterns · competitor KPIs reflected in real time
  • Covers both Korean and international accounting standards

No-code ontology customization

Compose objects and relations to extend your ontology — no code.

  • Drag-and-drop dimensions and relations
  • Set it up yourself — no IT help needed

AI-recommended KPIs & relations

AI reads the ontology and proposes KPIs, relations, and rulebooks for you.

  • Industry standard + company-specific
  • Shows the rationale alongside each suggestion
Manufacturing
Retail
Services
SaaS
Platform
F&B
LAYER 03— AI AGENTS

Activate the agent you want, with a single click

9 specialist AI agents wait in the library. Pick whichever you need and activate in one click. Can't find it? Request it from our team and we build it on a dedicated MCP.

9 library agents

Activate just the agents you need with one click. Zero pre-setup.

  • FP&A analysis / What-if / GL / Reports
  • Anomaly detection / Performance / Budgeting & more

Agent requests

Don't see what you need? Request it from our team — built on a dedicated MCP and shipped in an update.

  • "Naphtha price sensitivity simulator"
  • "CEO weekly brief"

3-Pane · verifiable interface

Ask AI, verify on the Canvas. No hallucination worries.

  • Every answer shows its data source
  • Board-ready output, immediately
LIVE DEMO
See the 3-Pane interface, live in Plan
Chat · Canvas · sources on one screen. The exact way you interact with the 9 agents.
ENTERPRISE · AX CONSULTING

A separate track for organizations with multi-entity setups,
complex ERPs, and custom governance.

Domain experts vetted by Korean enterprises and public-sector institutions design the build with you from day one.

Request AX consulting See selected cases →
Custom quote · 1-week deploy

Stop reading.
Try it yourself.

Data upload in 30 seconds · first KPI in 20 minutes.

Get started Take the product tour

1,200+ finance leaders have already started.