Financial services
Connect governed records to reviewed work. A bank can use private inference for sensitive material, a semantic layer for consistent definitions and durable workflows for requests that cross teams.
REGNANT / SOLUTIONS
Start with the work.
Choose systems around the requirements of your sector: governed records, local inference, reviewed workflows and practical deployment.
What needs to change?
Our AI cannot touch the public cloud. What do we run?
Run a language model on your infrastructure with one accountable way in. Cordon binds requests to client identity, applies policy before releasing output, and signs responses that clients can verify offline.
Explore Cordon ↗Every automated step has to survive an audit. Who approved this one?
Design automation on a visual canvas and run it on your own machines. Knott connects business systems, local models and human reviewers in durable workflows you can inspect step by step.
Explore Knott ↗Our systems cannot agree on what the data means.
Connect source systems to a governed knowledge graph. Matta resolves identities, validates incoming facts and gives people and agents answers with their evidence attached.
Explore Matta ↗Who is on call at 3am, and what stops it breaking production?
SeeP investigates incidents across your fleet, prepares a plan and brings it to the people who can authorize it. The agent has read-only tools. A separate executor verifies approval before making a change.
Explore SeeP ↗Information is everywhere. Why are decisions still late?
Wallgarden watches connected business systems against the goals you set. It brings you findings, evidence and proposed actions, then returns to measure what happened.
Explore Wallgarden ↗Our engineers want AI coding agents. The code cannot leave.
Bubbly reads a codebase, makes changes, runs the work and verifies the result. A desktop IDE and terminal client share one local backend, so you can continue the same task from either.
Explore Bubbly ↗What does local AI mean for a school with no internet?
Orbis brings together Kairos for teachers and Weave for students and researchers. Both start with the work of Tanzanian education, in Kiswahili and English, with local models and local ownership.
Explore Orbis ↗Every machine is talking. Who hears the failure coming?
IIN connects industrial telemetry, equipment history and maintenance work in one operations platform. Teams can inspect predictions, trace asset dependencies and review proposed actions against the same plant record.
Explore IIN ↗Where the work happens
Public administration
Bring registries, documents and departmental processes into a shared working language. Keep source evidence attached to answers and route action to the people responsible for it.
Healthcare operations
Start with the administrative work: procurement, service requests and the records behind them. Define access and review before connecting sensitive sources. Clinical decisions remain with qualified people.
Software teams
Work in repositories, verify changes and diagnose the infrastructure that runs them. Coding and fleet operations have different permissions; choose the model provider and approval boundary for each.
Industry and utilities
Equipment telemetry, maintenance and infrastructure incidents belong in the same conversation. IIN remains an engineering candidate subject to site validation and release gates. Pair the work with the systems that can already manage review and follow-through.
Business leadership
State the goal, inspect the evidence and decide who can act. Wallgarden prepares and follows the decision; Matta can supply governed knowledge when the organization needs a shared account of its records.
Schools and research
Kairos helps teachers prepare lessons and assess work offline. Weave gives students and researchers a bilingual workspace for sources, datasets, analysis and building. Both belong to Orbis.