Enterprise AI Architecture & Zero-Copy Intelligence

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

No. Scalytics Lascaris is wire-compatible and extends your existing Kafka, Confluent, or Redpanda infrastructure with zero rip-and-replace. If you do not run a cluster, our S3-native engine ships included for a single-command Kubernetes deployment.

Run AI on live data. Cut egress fees by 90%.

The Kafka-native engine that brings compute directly to your data. Stop paying the cloud storage tax.

Don't rip and replace your infrastructure or send sensitive data to a black-box cloud. Scalytics provides both the sovereign AI operating system and the expert architecture consulting to deploy autonomous agents in weeks, not years. Get time-to-insight in minutes with absolute control over every action.

Proud IBM Implementation & Architecture Partner.

Extends Confluent, Redpanda, and Kafka with zero-copy intelligence.

Cryptographically secure audit trails for every AI decision.

What makes Scalytics unique?

Isolated agents cannot execute enterprise missions. Complex operations demand a single, synchronized reality. Scalytics fuses your live data streams and historical context into a unified operational brain. This shared environment allows multiple autonomous agents to collaborate, reason over complex tasks, and execute decisions simultaneously. Every agent operates from the exact same baseline, understanding the precise state of your missions and tasks at any millisecond. To sustain this flawless coordination at scale, your agents require perfect, continuous recall.

Why AI Agents Need This

AI agents are moving from assistants to operational actors. In production, they do not only answer questions; they monitor events, compare options, trigger workflows, and coordinate decisions across teams and systems. Scalytics gives these agents a synchronized operational reality: live streams, historical memory, policy controls, and immutable decision records in one sovereign infrastructure layer.

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 cloud-native, Kubernetes-first operating system for AI agents. It integrates kafScale, kafGraph, kafClaw, and Apache Wayang into a single enterprise distribution. Agents subscribe to your live event streams, reason over shared memory, and act across your systems with every decision written to an immutable audit record on S3. The core engine is Apache-2.0, co-created by the team around Apache Wayang.

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

Yes. Scalytics Lascaris is containerized and cloud-native, engineered to run on any Kubernetes cluster (EKS, AKS, GKE, IKS, OKE, Red Hat OpenShift, or bare-metal K8s) wherever your data resides: inside AWS, Azure, Google Cloud (GCP), IBM Cloud, Oracle Cloud Infrastructure (OCI), your on-premise data center, or fully air-gapped environments. As an official IBM Architecture & Implementation Partner, we also offer fully managed deployments on IBM Cloud with certified DORA, NIS2, and GDPR compliance.

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

No. Scalytics Lascaris is wire-compatible and integrates seamless into your existing Kafka, Confluent, or Redpanda infrastructure with zero rip-and-replace. Our S3-native engine ships included for a single-command Kubernetes deployment.

How is Scalytics Lascaris different from an AI agent framework?

Frameworks (like LangChain or AutoGen) help developers write agents. Scalytics Lascaris is the Kubernetes-native operating system those agents run on in production: durable event transport, shared memory graphs, tool policy enforcement, and an immutable decision record. You keep your framework and run it on Lascaris.

How are autonomous AI decisions kept auditable and compliant?

Scalytics Lascaris persists every agent message, tool call, and decision as an immutable event in S3. This creates a cryptographically secure, verifiable audit trail of what each agent did, when it acted, and the exact state that informed the decision and it's built for regulated environments, DORA, and NIS2 compliance.

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

Traditional Kafka ties storage to expensive broker disks, making long-term AI agent memory cost-prohibitive, while cloud providers charge massive egress fees to move streaming data into central lakes. Scalytics Lascaris leverages kafScale for S3 object storage with stateless brokers running on Kubernetes, giving your agents infinite memory and zero data-movement bloat.

Is Scalytics Lascaris open source?

Yes. The core components (kafScale, kafGraph, kafClaw, Apache Wayang) are Apache-2.0 and free to deploy via our open source space on GitHub. Scalytics Lascaris Enterprise is our supported distribution: version-locked, hardened, operator-managed for Kubernetes, and maintained under one commercial contract.

Who is Scalytics Lascaris for?

Scalytics Lascaris is for enterprise engineering teams in defense, energy, finance, and critical infrastructure where autonomous agents must act on live data with zero context loss, Kubernetes elasticity, and strict auditability. It is not built for lightweight chatbots or basic SaaS copilots.

Trusted by Innovators

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Scalytics gave us a secure, explainable way to scale private AI models across our organization into multiple European countries — fully aligned with GDPR and the AI Act.

CTO
‍Chief Technology Officer | Large Travel Agency

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Building an efficient and scalable data architecture with Scalytics reduced our development time and costs dramatically. From demo to proof of concept in just 2 days, now I wonder why we waited so long.

SVP Data and AI
‍Senior Vice President | FinTech Asia

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Easy to use API, makes the training of ML pipelines faster as it can run on distributed platforms such as Spark for example.

SVP Data and AI
‍Senior Vice President | FinTech Asia

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What I like the most about this platform is its ease of use. One has to only express the business logic within its API, and then the platform optimizes for the underlying system usage.

Haralampos G.
‍Research | Gartner Digital Markets

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I could execute my Spark job on Flink by changing only one line of code. I also liked a lot the optimizer that can select the platform based on a cost model.

George P.
‍Engineering Manager | Gartner Digital Markets

Run AI on live data. Cut egress fees by 90%.

The Operating System for Autonomous Intelligence.

Scale AI Agents Without the Black Box

One foundation. Every vertical.

Map the network

Follow the megawatt

Recover any point in time

The sovereign AI agent operating system

What makes Scalytics unique?

Why AI Agents Need This

The Agent Infrastructure Flow

Scale Agents, Not Maintenance

The AI "Flight Recorder."

Infinite Memory. 90% Less TCO.

Mission-Critical AI for High-Stakes Operations.

AI Ready Data Views. Where the Data Lives.

From defense to industry, Scalytics brings privacy, scalability, and transparency to the edge by processing data in place instead of exporting it. Learn how in our case pages.

Defense

Energy

Industry