Sovereign Financial Intelligence

Our Abacus:AI-Native Accounting

Move beyond spreadsheets. Deploy 'Our Abacus', the first local-first accounting software powered by an autonomous agent swarm. Deterministic Logic · Zero Cloud · Total Privacy

Explore Architecture ↓
THE ENGINE

Abacus Kernel

The Abacus Kernel is the high-performance 'operating system' underlying Our Abacus. It handles the deterministic execution of double-entry bookkeeping, audit trails, and bank reconciliations directly on your local hardware.

THE INTERFACE (LUI)

Agent Abacus

"Agent Abacus is the advanced Language User Interface (LUI) component of our software. It translates natural language intent into strict, verifiable CLI commands, allowing you to command your finances via dialogue without manual data entry."

Data Sovereignty

Your financial records are your most sensitive DNA. 'Our Abacus' ensures 100% local execution, meaning your data never touches a third-party cloud server.

Zero Hallucination

General AI guesses; our LUI-to-CLI architecture calculates. Every command generated by Agent Abacus is deterministic and verifiable.

our-abacus-shell
$
100%
Execution Precision
LOCAL
Sovereign Hosting
Active specialist

Pico Bot

Pico is our specialized website assistant, hard-wired into the New Zealand tax and welfare knowledge graph. It provides precision-guided answers on GST, Bright-line rules, and MSD policies by cross-referencing official IRD documents in real-time.

KG-RAG Precision

Our intelligence layer queries real-time policy knowledge graphs, ensuring that every tax-related guidance is backed by official regulatory evidence.

NZ Regulation Native

Deeply aligned with IRD and MSD policy frameworks.

Pico Expert

Operational Workflow

01

Natural Intent

State your goal: 'Generate my GST report for the last quarter and scan for risks.'

02

LUI Decomposition

Agent Abacus (the LUI component) breaks the intent into technical accounting tasks.

03

Kernel Execution

The Abacus Kernel executes the tasks locally against your encrypted database.

04

Secure Output

A deterministic report is generated and verified against the latest IRD Knowledge Graphs.

Commercial

Deployment Tiers

Self-hosted nodes for absolute privacy.

Personal Node

$200
NZD / Single Node

Single-entity self-hosted software node.

Firm Grid

$35
/year/client

For practitioners managing multiple client nodes.

Enterprise

Custom
Enterprise scale

Dedicated local hardware and custom agent training.

Xu Li Architect
Mengma AI Labs

Xu Li

Founder & Designer

LinkedIn Profile
STATUS: SYNCED
ACTIVE NODES0
AI REASONING STEPS0
MengmaMengma AI Labs

Based in Auckland, NZ, we are research architects dedicated to autonomous financial tools. We build software that restores privacy and sovereignty to individuals and businesses.

Our Vision

"To automate the world's accounting through local-first intelligence, freeing human creativity from the burden of manual bookkeeping."

© 2026 Mengma AI Labs Ltd. Engineering in Auckland, NZ.