Sovereign AI Agents on Your Own Kafka

Turn Live Data into Decisions You Can Defend.

Map live streams into a real-time ontology.
Prove every decision your agents make.

Scalytics Lascaris maps live event streams into a real-time ontology of entities, links and events, so analysts and AI agents work from the same picture. It runs inside your own EU, air-gapped or Kubernetes environment, on Confluent, Redpanda or Apache Kafka, with the Kafka engine included if you have none.

IBM Implementation & Architecture Partner

Runs in your environment, no vendor cloud and no lock-in

Cryptographic audit trail for every autonomous decision

The Operational Brain

One live picture for every agent

Agents that each see their own slice of data make conflicting calls. Lascaris joins your live streams and their history into one shared picture, so every agent works from the same facts and the same moment in time.

From assistants to operators

Built for agents that act, not just answer

Production agents watch events, check policy and trigger actions across your systems. Lascaris gives them live context, S3-backed memory that never runs out, policy controls and an immutable audit log, all on infrastructure you control.

How Lascaris turns streams into decisions

From raw events to coordinated agent actions you can audit.

Stream storage

Your Kafka, on S3

Reads from Apache Kafka, Confluent or Redpanda and keeps the full event history on low-cost S3 storage.

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Shared memory

Live ontology

Turns streams into a live graph of entities, links and events. Every agent shares the same state, and stale context expires on its own.

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Policy and governance

Checked on every action

Zero-trust policy checks, tool permissions and clean handoffs between agents working on the same task.

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Agents and audit

Execution and proof

Agents read the shared graph, run your workflows and write a cryptographically signed record of every decision.

Orchestration and governance

Scale agents, not maintenance

Stop babysitting brittle agent frameworks. With Lascaris, your engineers define policies and tools once, and the platform handles placement, execution and recovery. If a broker or an agent fails, the decision state stays on the stream, so no context is lost.

Cryptographic auditability

A flight recorder for your agents

No more AI black boxes. Lascaris stores every message and reasoning step as an immutable event on S3, with a cryptographically signed audit trail for every action. Your risk, compliance and audit teams get the evidence they ask for, ready to hand over.

Storage efficiency

Unlimited memory. 90% lower storage TCO.

Extend your existing Apache Kafka, Confluent or Redpanda clusters without paying for broker disks. Lascaris keeps history on low-cost S3, so you can hold years of agent memory and state at object-storage prices.

Sovereign by design, not by promise.

It stays yours

Reasoning and data never leave your network. Run it fully on-premise or air-gapped, on the infrastructure you already own.

It is on the record

Every agent decision is written as an immutable event, so you can prove what happened and why. Built for GDPR, the AI Act, DORA, and NIS2.

No black box

Open and inspectable, never a sealed system you trust blindly. Verify exactly what runs, keep it as long as you need, with no lock-in.

FAQ

Common questions.

What is Scalytics Lascaris?

Scalytics Lascaris is the Kubernetes-first operating system for AI agents on live data. It brings stream storage on S3, a shared memory graph, policy governance and federated compute together in one enterprise platform. Agents subscribe to your live event streams, reason over shared memory and act across your systems, with every decision cryptographically logged.

Can I run Scalytics Lascaris on Kubernetes across AWS, Azure, GCP, IBM Cloud, Oracle, or air-gapped?

Yes. Lascaris runs on any Kubernetes cluster, including EKS, AKS, GKE, IKS, OKE, Red Hat OpenShift and bare-metal Kubernetes. That covers AWS, Azure, Google Cloud, IBM Cloud, Oracle Cloud, your own data center and fully air-gapped sites. As an IBM Implementation and Architecture Partner, we also deliver enterprise deployments built for DORA, NIS2 and GDPR evidence needs.

Do I have to replace my existing Kafka, Confluent, or Redpanda cluster?

No. Lascaris is wire-compatible with Apache Kafka, Confluent and Redpanda, so there is nothing to rip out. It adds an agent layer on top of the streaming backbone you already run. If you have no Kafka yet, Lascaris brings its own.

How is Scalytics Lascaris different from an AI agent framework?

Agent frameworks like LangChain, AutoGen or LlamaIndex help developers write agent logic. Lascaris is the platform those agents run on in production. It gives them durable event transport, a shared memory graph, tool policy enforcement and an immutable decision record. You keep your framework and run it on Lascaris.

How are autonomous agent decisions kept auditable?

Lascaris stores every agent message, tool call and decision step as an immutable event on S3. That gives you a cryptographically signed audit trail of what each agent did, when it acted and which context it used. It is built for the evidence GDPR, the EU AI Act, DORA and NIS2 ask for.

What is the "storage tax", and how does Scalytics Lascaris lower storage costs by 90%?

Classic streaming setups keep event history on expensive broker NVMe or EBS disks, so long-term agent memory gets very costly. Lascaris keeps historical streams and agent context on low-cost S3 object storage with stateless brokers. That cuts streaming storage TCO by 90% without losing state.

Is Scalytics Lascaris open source?

The core components, including Apache Wayang, are open source under the Apache-2.0 license. Scalytics Lascaris Enterprise is our commercial distribution. It is version-locked, hardened, operator-managed on Kubernetes and backed by one contract with SLAs and expert architecture support.

Who is Scalytics Lascaris for?

Lascaris is for engineering, data and security teams in defense, finance, energy and critical infrastructure. It fits wherever agents have to act on live data without losing context and every decision has to stand up to review. It is built for high-stakes operations, not chatbots or copilots.

Turn Live Data into Decisions You Can Defend.

Run Autonomous Agents on Live Data Streams.

Decisions You Can Trace, Not a Black Box

Stop Guessing. Get Your AI Architecture Score in 45 Seconds.

One Sovereign OS. Every Enterprise Mission.

Dynamic Entity & Link Graph

Dynamic Power & Cost Routing

Point-in-Time Event Restoration

The Foundation Layer for High-Stakes Operations

What teams run on Lascaris

Real-time payment fraud

Tokenized fund operations

Peak shaving for industrial sites

AI across classified systems

One live picture for every agent

Built for agents that act, not just answer

How Lascaris turns streams into decisions

Scale agents, not maintenance

A flight recorder for your agents

Unlimited memory. 90% lower storage TCO.

Mission-Critical Superintelligence for High-Stakes Operations.

Sovereign by design, not by promise.

It stays yours

It is on the record

No black box

Impact

Terrawatt

Kieback&Peter

Air Cargo

Earth Observation

Cross-Platform

Unified Analytics