How it works

Three steps.
No rebuild. No disruption.

01Step 1: Connect

Connect

Alice connects to every system you already have.

ERP. CRM. Financial platforms. Card processors. Legacy databases. Flat files. On-premise or cloud. Any format. Any era.

Your data stays where it is. Alice goes to the data. The data doesn't move to Alice.

02Step 2: Learn

Learn

Alice builds your Private Ledger and Ontology.

Private Ledger: every transaction, reconciled, structured, auditable. Every dollar has a source. Every number has a trail.

Ontology: the living map of your business. Your partners, your rules, your exceptions, your history. It grows smarter every day, automatically.

This is what generic AI doesn't have. This is why Alice doesn't hallucinate about your business.

03Step 3: Deliver

Deliver

Alice becomes the intelligence layer for every decision.

Your finance team asks questions in plain language, and gets precise answers with full auditability.

Your analysts stop reconciling manually. Alice does it continuously.

Your leadership stops waiting for reports. Alice surfaces what matters, when it matters.

And every LLM you connect on top of Alice (GPT, Claude, Gemini, whatever comes next) operates on verified data, not assumptions.

The architecture

Your data in. Precision out.

Your data
  • ERP / CRM
  • Card processors
  • Legacy systems
  • Flat files
Alice
  • Private Ledger
  • Ontology
  • Persistent Memory
  • Harness
Any AI / any team
  • GPT / Claude
  • Your analysts
  • Your leadership
  • Your partners
Security & Control

Your Ledger is yours. Not ours.

Your data never trains our models.

Alice operates inside your environment. Full auditability. Full ownership. Full control.

For regulated industries: Alice is built with compliance in mind. Every answer traceable, every decision explainable.

Timeline
Week 1–2

Connect and ingest your data sources.

Week 2–4

Alice builds your Private Ledger and Ontology.

Week 4+

First insights. First decisions. Full precision.

See it working on your data.

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