Regnant

ProductsStart from your constraint

What can't
your AI do?

Can't leave your perimeter. Can't work in your language. Can't explain its decisions. Seven systems that solve for those constraints, handed over whole, weights and architecture included.

▣ Weights included · ◆ Hardware spec · ◧ Air-gap ready · ⬡ Audit trail · ✕ Zero telemetry

Six machined blocks on a concrete shelf: five dark green aluminium, one pale wood
01: the foundation07: the open one

Sovereign Infrastructure

03 systems

01 / 07

Cordon

Private Inference Engine

In Production

Exfiltration is architecturally impossible.

The sovereign foundation every other Regnant system runs on. No data, query, weight, or result ever crosses the institution's perimeter. Enforced at hardware, firmware, OS, and application level, from a hardware root of trust to a client-verifiable, Merkle-chained audit log.

  • Containment · Verifiability · Sovereignty · Auditability
  • Four layers: hardware root of trust, TEE, encrypted weights, offline-verifiable audit
  • Deployed in financial institutions and government agencies across East Africa

The question it answers

Our AI cannot touch the public cloud. What do we run?

02 / 07

Knott

Workflow Orchestration

Deployment Ready

Automation you can actually be accountable for.

Self-hosted, AI-powered workflow automation with human-in-the-loop decisions, a visual designer, real-time execution monitoring, and a full audit trail. Zero cloud lock-in, one exposed port, every decision recorded with its justification.

  • 100% offline capable with local Ollama models
  • Automatic escalation to human reviewers when AI confidence is low
  • Only a single port exposed to the outside world

The question it answers

We need automation we can actually be accountable for.

03 / 07

Matta

Enterprise Semantic Platform

Early Access

A semantic platform, not a file.

One source of truth for enterprise master data. Matta unifies the customers, suppliers, employees, and contracts scattered across CRM, ERP, and HR systems into a single governed layer. Duplicates resolved, quality enforced, every fact traceable to the system it came from. Ask what your business knows, and get an answer with receipts.

  • One canonical record per customer, supplier, and employee: duplicates resolved across systems
  • Every fact carries its source, timestamp, and confidence. Audit-ready by default
  • Point-in-time answers: the business exactly as it stood on any past date
  • AI answers that cite their evidence, grounded in your data, never invented

The question it answers

Our systems can't agree on what the data means.

Decision Intelligence

02 systems

04 / 07

Wallgarden

Autonomous Business Operating System

The decision arrives before the problem does.

An autonomous executive layer for the whole business. Wallgarden connects to the tools you already run (finance, CRM, operations, communications), watches the numbers continuously, and brings leadership decisions that arrive already researched, costed, and ready to approve. It executes what you sign off, learns from every outcome, and gets measurably better each quarter.

  • A digital executive team on watch around the clock. No prompt required
  • Every recommendation arrives with reasoning, financial impact, and confidence attached
  • One click to approve; routine calls execute automatically within limits you set
  • A value ledger tracks the money each decision saved or generated

The question it answers

Information is everywhere. Why are decisions still late?

05 / 07

IIN

Industrial Intelligence Platform

In Development

Hear the failure before the floor does.

Predictive operations for plants, mines, and utilities. IIN listens to the equipment you already run (sensors, PLCs, SCADA), learns what normal sounds like for every asset, and calls the failure days before it happens, with the work order already drafted. Unplanned downtime becomes a schedule item instead of an emergency.

  • Connects to the plant as-is: OPC-UA, Modbus, MQTT, and existing SCADA systems
  • Predictions ranked by production value at risk, not just probability
  • From alert to work order in one motion. Maintenance moves before the line stops

The question it answers

Every machine is talking. Who hears the failure coming?

Engineering

01 system

06 / 07

Bubbly

Self-Hosted Coding Agent

In Production

Your own coding agent. Not a chatbot with autocomplete.

An AI engineering teammate your security team can actually approve. Bubbly plans the work, edits across files, runs the tests, and reviews its own changes. Available as a native desktop app or in the browser, on models you host yourself. Your source code never leaves the building, and a human holds the approval gate on every consequential action.

  • Ships whole features, not snippets: plan, build, test, and review in one loop
  • Spec mode: requirements, design, and tasks agreed with you before a line is written
  • The Bubble Room: mission control over every agent run, with undo on everything
  • Air-gapped mode: local models only, no external API calls

The question it answers

Our engineers want AI coding agents. The code can't leave.

Education: the Milkshake ecosystem

02 sides · 01 core

07 / 07

Milkshake

Sovereign Education Ecosystem

Open Source · MIT

The whole classroom, in your language, offline.

One education ecosystem with two sides. Kairos carries the teacher's day: lesson plans, NECTA-style exams, marking, and report comments in seconds, in English or Kiswahili. Weave carries the student's: a bilingual study and research workspace where Tanzanian students analyze data, build software, search curated local sources, and render interactive artifacts, all offline. Open-licensed for schools, NGOs, and government education projects.

  • Kairos: the teacher's side, shipping today, open source under MIT
  • Weave: the student's side, deployment ready on the same sovereign core
  • Everything stays on school hardware: no cloud, no telemetry, no data leaving the premises
  • Generates directly in Kiswahili, not through translation

The question it answers

What does sovereign AI mean for a school with no internet?

Looking for KW5-Lite? The Kiswahili work is a research programme, and it has a page of its own under Research.

01

Private Inference

02

Decision Intelligence

03

Semantic Ground Truth

04

Workflow Orchestration

05

Agentic Engineering

06

Native-Language Models