FAQ
Common questions.
What is Scalytics Lascaris?
Scalytics Lascaris is the Kubernetes-first platform for Kafka on your own S3 and for AI agents on live data. It runs Kafka-compatible streaming with stateless brokers on the object storage you already own, keeps an immutable backup of the Kafka you already run, and lets agents subscribe to live 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. Keep your cluster. Lascaris can copy its topics from Confluent, Apache Kafka, Redpanda or Amazon MSK into an immutable backup on your own S3, and run agents against the same streams. For new or storage-heavy workloads, Lascaris runs Kafka on your own S3 with stateless brokers that scale on load, and existing Kafka clients keep working.
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.