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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
11 AI Agents + Custom Builder · 3-Pane verifiable interface
11+∞ 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
— 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 millions ₩Tens of millions ₩$0$0
Operational AI OntologyDB schema onlyHand-modeledNoneDecision-ready
Data standardizationManualConsultant requiredAI automatic
Auditable
Starting costHundreds of millions ₩Tens of millions ₩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
Data upload
Excel / CSV / ERP
AI Ontology mapping
Semantic Layer bound
Operational knowledge graph
+ 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

Industry KPIs, dimensions, and rulebooks defined as objects and relations on one operational knowledge graph. US CMA · KICPA standard baseline.

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

No-code ontology customization

Extend your company's ontology by composing BU · cost-center · project objects and relations. 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 fit for your company.

  • 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

11 specialist AI agents wait in the library. Pick whichever you need and activate in one click. Need more? Build new ones in natural language.

11 library agents

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

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

Custom Agent Builder

Create new agents in a single natural-language sentence. The pre-defined module era is over.

  • "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 11 agents.
— 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.
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.