Platform

An AI-native six layered unique architecture, turning AI into a dependable part of your business.

Karrik is built as one continuous system. Each layer is designed to support the one above it - so intelligence, beliefs, models, data and policy travel through the whole stack, not just the top.

From the app your team opens every morning down to the infrastructure it all runs on, every layer plays a distinct role. Here's what each one does, and what it means for the business.

Layer 06

Atrium

Apps

Business applications

The applications and tools people actually use day to day - chat assistants, dashboards, and workflows built into the systems your teams and customers already work in, like your CRM, inbox, or support desk. Applications range from improving the efficiency and effectiveness of the day to day operational disciplines to managing and delivering product and services unique to a business - 'why customer buy you'. All customers see their challenges as unique - so all business applications need to focus on co-ordinating and delivering a tailored, personalised service or product.

WHAT IT MEANS FOR YOUR BUSINESS

This is where the payoff shows up: faster customer responses, quicker approvals, less manual busywork - delivered inside tools your people already know, with no new systems to learn.

Layer 05

Orbis

Agents

Agentic & Symbolic AI runtime

This is the core of the platform, organising and scheduling fleets of agent teams to perform the work required by various human and systematic interactions. Controlling the workloads and workflows, aligning to budgeted costs, and performing various oversight checks.

WHAT IT MEANS FOR YOUR BUSINESS

AI and employees work as one team instead of two separate systems. Agents know when to act on their own, when to check with a colleague, and when to pass work to another agent - so nothing gets dropped.

Layer 04

Credo

Beliefs

Agentic beliefs store

A dedicated store for what agents know, believe and remember. Keeps semantic state, learned context and agent reasoning explicit, versioned and queryable. A running record of what each agent currently understands to be true - the facts, context, and conclusions it's working from at any given moment. This is where your business stamps its own DNA – aligning AI agents to your culture, what your people and customers think that makes your business unique. In a world where AI increasingly influences day to day decisions and tasks, there is a risk that businesses will all start to look the same. Your 'beliefs' and 'how things get done around here' are your competitive differentiators.

WHAT IT MEANS FOR YOUR BUSINESS

Agents act on accurate, current information instead of guesswork. Making decisions more accurate, reliable and consistent, but if a decision ever needs to be reviewed, you can see exactly what the AI believed to be true at the time - building trust and making troubleshooting far easier.

Layer 03

Lingua

Models

Language model routing, execution & hosting

Sovereign, foundational and bespoke models locally hosted and managed within the platform - plus the option to connect your own LLM accounts for commercial hosted models. Not bolted on, but engineered as a core layer of the stack.

WHAT IT MEANS FOR YOUR BUSINESS

Matching the type of AI model to the specific use allows you to manage costs and performance more precisely and opens the capability to leverage open weights models hosted in your own environment for better data security.

Layer 02

Memento

Data

Unified memory layer

A shared memory that lets agents and applications remember past interactions, decisions, and context across the whole business - not just within one conversation. Current AI models will, depending on how you have interacted with them, will in reality have different personas for each 'user'. This can lead to inconsistent answers and advice. The unified memory lets agents build up a better, unified picture, at an individual, team, operational project and an organisational level.

WHAT IT MEANS FOR YOUR BUSINESS

Customers and employees stop having to repeat themselves, and different tools and agents stay on the same page with shared information - instead of each one starting from scratch.

Layer 01

Axis

Substrate

The execution substrate

The underlying infrastructure and guardrails everything else runs on - computing power, storage, security, and firm limits on what actions are technically possible. In an increasingly regulated world, governance, transparency and accountability to your people, shareholders, customers and society at large are key issues for business leaders. Customers are setting the bar higher on being treated fairly and society increasingly expects business to deal with burgeoning societal issues. As AI starts to run more day to day, operational, repeatable tasks - confidence that 'you are doing the right thing, especially when nobody is looking' is going to be a key factor.

WHAT IT MEANS FOR YOUR BUSINESS

The foundation that keeps everything secure, compliant, and governed - the safety net underneath the entire platform that makes sure agents can only perform tasks and actions you specifically permit them to do.

SUPPORTING CAPABILITIES BUILT INTO THE PLATFORM

From real-world signal to rehearsed action.

Radix

Hosted Sites, Client Portals and Sales Funnels

Radix makes a client's public website an active part of their operation rather than a brochure sitting beside it. Every enquiry, form submission and sign-up captured on a Radix-hosted site flows straight into the client's records in Atrium and, from there, into their fleet of Orbis agents - no export, no integration project, no inbox where things go to wait. A new enquiry can be qualified, researched, routed to the right person and followed up before anyone has opened it, because the agents that do that work are already inside the same platform the site is built on. That's the difference the shared foundation buys: the website isn't a separate system to be connected later, it's the point at which real-world interest enters a business that is already automated. And because Radix serves every client's sites from one deployment, adding a new site - on the client's own domain, with content their own team controls in Atrium - is a configuration step, with the capture-to-action path working from day one rather than being wired up per client.

Ludus

Agentic Simulations, Testing and Scenario Planning

Ludus is what lets the platform rehearse before it commits. AI agents that plan and act on a business's behalf need somewhere to be tested that isn't the business itself, and a conversation transcript doesn't prove much - you need an environment with real state, real consequences, and a clock. Ludus provides that: a bounded world agents can operate inside, where a strategy can be run to its conclusion and judged on the outcome. Because every run is deterministic and replayable, the same starting conditions always produce the same result - so a run can be re-examined, evidenced and defended long after the fact, which is what turns a demonstration into assurance. The value flows back to everything above it: agents can be trained and compared before deployment, scenarios can be played out before a decision is taken, and the platform's judgement can be shown to be sound rather than simply asserted.

HOW THEY WORK TOGETHER

People interact through the applications; the runtime coordinates the AI's work; the beliefs store keeps it grounded in accurate information; the model layer supplies the intelligence; shared memory keeps everything connected; and the execution substrate underpins it all with security and control - a foundation the business can scale up with confidence.

Deployment flexibility

Run it where you need it.

The Karrik platform has been designed from the start to be deployed in various configurations and across different infrastructure providers. Cloud agnostic and highly scalable, it can meet the most demanding workloads - dedicated or shared environments, as well as bespoke on-premise installs.

Cloud agnostic

Deploy across the infrastructure providers that fit your organisation and policy.

Highly scalable

Built to handle demanding, AI-driven workloads from pilot through production.

Dedicated or shared

From multi-tenant SaaS to dedicated and bespoke on-premise installations.

Other platform capabilities

More than just a stack. A robust platform.

Karrik is built as a complete operating environment for AI-native work, with shared services that run across every layer.

Trust plane

Identity and access privileges managed as a first-class layer of the platform, so every agent, user and service operates with the right authority.

Integration fabric

Connectivity to external applications, systems and data sources - so Karrik agents and apps can work with the tools you already have.

Self-scaling supervisor

A supervisory layer that monitors processes across the stack, detects when more resources are needed and spawns additional processes.

Partner program

Build on Karrik with us.

We will be launching our partner program soon to allow third-parties to provide bespoke applications and agents ready for inclusion in our general availability.

Join the pilot programme

We are currently onboarding pilot clients & early access partners. We onboard partners in small cohorts.

Request access →