embraceable Knowledge Foundation:
Mastering the Agentic Knowledge & Context Pane.

Scale. Context. Precision.
The essential building block for reliable, context-aware AI agents in the enterprise.

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What is Knowledge Foundation?

The API-first building block for corporate intelligence. Built to ingest, store, and retrieve complex context with surgical precision.

The Context Pane

Beyond Simple Search.

AI Agents are only as good as the context they have. Knowledge Foundation provides a robust infrastructure for your Knowledge & Policies. It handles the heavy lifting of turning raw data into actionable agentic memory.

High-Precision Ingest

Clean, structured data ingestion from legacy systems and modern APIs.

Sovereign Storage

Optimized vector and metadata storage that remains 100% under your control.

The Foundation Loop

EXTRACTION
Stage 1
STORE
Stage 2
RETRIEVE
Stage 3

A seamless cycle of data intelligence.

The Value Frame

Engineered for performance. Built for scale. Optimized for intelligence.

Cutting-Edge Functionality

Always ahead of the curve. Benefit from the latest breakthroughs in vector indexing, re-ranking, and dynamic context injection.

Blink-of-an-Eye Latency

Agentic loops require speed. Our foundation ensures ultra-fast retrieval times, reducing total cycle time for autonomous workflows.

High-Volume Ready

From single documents to multi-million document landscapes. Knowledge Foundation scales horizontally to handle enterprise-level workloads.

Tailored to your Journey

Pick the scenario that matches your infrastructure needs. Simple APIs for complex context management.

Scenario A

Extraction API

You have your own storage? Use our Extraction API to clean, normalize, and pre-process documents for your existing vector databases.

  • Data cleaning & OCR
  • Semantic chunking logic
POST /v1/extraction
Scenario B

Ingest API

A full-managed repository. We ingest and store your knowledge securely. Focus on your agents, not your database maintenance.

  • Managed Vector Store
  • Policy & Permission layers
POST /v1/knowledge/upload
Scenario C

AI-Search API

The ultimate retrieval engine. Ingest, store, and build high-intelligence search directly into your own applications or agentic loops.

  • Semantic Semantic Search
  • Reranking & HyDE optimized
GET /v1/ai-search
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embraceable Technology
We support the team in implementing a sovereign knowledge base that makes internal documents accessible to AI agents in a precise and compliant manner – scaled to over 1 million documents.
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embraceable Technology
Empowering Agentic Context

Success at a Glance

Minimized
Hallucination Rate
Ultra-Fast
Avg. Retrieval Time
Enterprise
Scale & Capacity
Zero
Compliance Hassle

A proven partnership in building sovereign AI infrastructure.

Infrastructure-Agnostic.

Don't get locked in. Knowledge Foundation is built to run wherever your data and policies reside. No compliance hassle, total flexibility.

Compute Flexible
Run on any cloud or on-prem cluster.
Model Agnostic
Swap LLMs and Embedding models without code changes.

Built for Compliance

Our model agnostic approach allows you to satisfy even the strictest regulatory requirements by decoupling intelligence from infrastructure.

Standard Edition

Managed API with sovereign storage in European data centers.

Enterprise Edition

Full self-hosted deployment within your own VPC or Air-Gapped environments.

100% GDPR compliant by design
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Ready to Scale –
Without Losing Control.

Let’s discuss how structural control can be embedded into your agent architecture. Start with a focused 30-minute session to identify critical control gaps and architectural constraints.

Free Initial Consultation

Adresse

embraceable Technology
Gablonzer Straße 21
76185 Karlsruhe