KafClaw · Agent Runtime

Your AI agents need infrastructure.
Not another framework.

KafClaw agents subscribe to Kafka topics, reason over context, and publish decisions - across every department, simultaneously. KafScale moves the events. Scalytics Copilot hosts the models. Full audit trail. Zero central controller.

⚙️
Supply Chain
Agent
📊
Finance
Agent
🔐
Compliance
Agent
KafClaw · Agent Runtime
scheduler · tool-registry · policy-engine
KafScale · Transport & Storage
kafka://ops.supply.* · kafka://fin.budget.* · s3://audit/
KAFCLAW RUNTIME LOG — live
Live AI. Real-Time Decisions. High-Impact Results.

Your AI agents need infrastructure. Not another framework.

KafClaw agents subscribe to Kafka topics, reason over context, and publish decisions - across every department, simultaneously,

Give your stack a Brain. Keep the Foundations.

We don’t ask you to replace your investment. Scalytics sits on top of Confluent, Redpanda, or Apache Kafka, adding the reasoning and persistence layer required for enterprise-grade agents.

KafScale


Durable Memory

Native S3 tiering for infinite state persistence. Keep every agent thought forever.

KafClaw


Orchestrated Action

The Policy Mesh that governs agent behavior, tool access, data consumption and audit trails.

Copilot


Private Intelligence

On-prem LLM execution. Reasoning stays behind your firewall, data never leaves.

The High Cost of Moving Data

Centralization was built for a world where storage was expensive and compute was cheap. Today, the equation has flipped. Moving data is the bottleneck.

Traditional ETL
The "Copy" Tax

Requires replicating data into a central lake. Incurs massive egress fees and creates governance silos.

Cloud Egress Cost $90k / PB
Storage Redundancy 300% (3 Copies)
Engineering Time 50% Maintenance
Weeks Time to Insight
Scalytics Federated
Zero-Copy Intelligence

Leaves data where it lives. Pushes the query plan to the source. Pay only for the compute you use.

Cloud Egress Cost >90% Savings
Storage Redundancy 0% (In-Place)
Engineering Time 90% Innovation
Minutes Time to Insight
* Based on standard AWS/Azure egress rates ($0.09/GB) and industry average data redundancy benchmarks.
Scalytics AI Blocks

There is so much to build.

Scalytics delivers mission critical outcomes for the most demanding customers in regulated and data intensive industries.
Book Discovery Call

Infinite Memory for Every Agent Thought.

Standard Kafka is expensive for long-term state. KafScale uses native S3 tiering to store every decision, prompt, and tool call forever. With ~200ms latency, you get the perfect balance of real-time responsiveness and immutable history.

1. Scalytics Copilot (The Brain)
Private LLM
On-premise reasoning within your VPC.
Context Injection
Real-time state grounded in Kafka topics.
Zero Data Leak
Enterprise context never hits public APIs.
2. KafClaw (The Policy Mesh)
Agent Mesh
Decentralized orchestration for AI agents.
Tool Registry
Secure gateway for LLM-driven actions.
Decision Audit
Immutable cryptographic log of reasoning.
3. KafScale (Transport & Memory)
S3-Native Kafka
Stateless streaming directly from object storage.
Infinite Retention
Keep every agent thought at S3 price points.
Wire Compatible
Extends Confluent, Redpanda, and Apache Kafka.

Scale Agents, Not Maintenance

The AI "Flight Recorder."

Infinite Memory. 90% Less TCO.

Stop babysitting brittle frameworks. With KafClaw, your engineers define the policies and tool registries once; the Agentic Bus handles execution, placement, and state recovery. If a broker or an agent fails, the decision stays on the bus - ensuring zero lost context.
Move beyond the AI "Black Box." Scalytics persists every message and reasoning step as an immutable event in S3. Generate cryptographically secure audit trails for every autonomous action, satisfying GDPR and national regulatory requirements out of the box.
Extend your existing Confluent or Redpanda clusters without the "Storage Tax." KafScale uses S3 as primary storage, allowing you to store decades of agent reasoning and state history for the price of object storage. Stateless brokers, permanent memory, zero egress bloat.

The experts for mission-critical infrastructure.

Launch your data + AI transformation.

Scalytics Industry Solutions

Purpose built for the hardest data challenges.

AI Ready Data Views. Where the Data Lives.

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

Trusted by Innovators

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
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
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
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
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

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