Parent Brand

WITHKODEX

A technology studio for infrastructure, data products, and applied systems.

WITHKODEX is the umbrella brand for KORE, dataset products, technical services, and future ventures built for serious builders and business clients.

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Company Structure

Built as a parent company first, not a single product campaign.

The brand is designed to hold infrastructure products, commercial datasets, service engagements, and future business lines with a consistent editorial system and clear paths for buyers.

Business Lines

Products, data, and implementation under one roof.

01 Flagship Product

Flagship Product

KORE

Infrastructure for agent systems that ships today. MCP routing, memory, PIL-based prompt optimization, embeddings, semantic retrieval, and orchestration — available as live services with pay-per-use billing. Deployed on Railway, listed on MCP registries, and used by teams building production AI systems.

13 deployed microservices MCP-compatible APIs PIL optimization & subscriptions

Explore KORE →

02 Data Products

Data Products

Datasets

Commercial data products for teams building, evaluating, and shipping AI systems. Each collection is curated, documented, and validated — ready to use in training pipelines, evaluation benchmarks, or live production workflows.

Curated commercial collections Documented & validated Training & evaluation ready

Browse datasets →

03 Implementation

Implementation

Services

Technical consulting, system architecture, custom builds, and implementation support for teams shipping AI infrastructure, agent-to-agent systems, data pipelines, and production deployments. From architecture review to full delivery, including specialized agent orchestration and human-in-the-loop execution.

Architecture & technical strategy Agent-to-Agent & HITL systems Integration & deployment

Discuss a build →

04 New Lines

New Lines

Future Ventures

A flexible structure for new tools, products, and commercial experiments as they emerge. Each venture benefits from the brand, infrastructure, and distribution the parent company provides.

Incubation-ready framework Shared brand & operating system Scalable commercial paths

View future lines →

What We Build

Infrastructure, automation, data, and applied systems.

Each capability is built on shipped work — from routing and memory systems to data products and custom implementation. No roadmaps, no slideware, no vapourware.

Agent infrastructure and MCP tool routing
Memory, retrieval, and knowledge systems
PIL-based prompt optimization and execution tuning
Agent-to-Agent and human-in-the-loop execution
Dataset curation, validation, and packaging
Custom system architecture and delivery

Why Choose WITHKODEX

How a studio approach changes the buying relationship.

Technical depth

Systems built by engineers who ship production infrastructure — not consultants working from templates. KORE alone represents 13 live services with real billing, real users, and real deployment.

Product thinking

Every line — infrastructure, data, or services — is treated as a product with documentation, pricing, and a commercial path. No vague engagements, no hand-wave scoping.

Flexible engagement

Buy infrastructure through KORE's self-service billing, commission a custom dataset, or engage the studio for a full implementation. Same team, same standards, different entry points.

Reusable value

Work done for one client or product feeds the next. Infrastructure built for KORE — including PIL optimization layers — accelerates service delivery. Datasets collected for one domain become commercial products. Each investment compounds.

Use Cases

For teams buying tools, data, or applied technical work.

Technical founders

Evaluate infrastructure, data, and implementation support under one credible studio brand — without enterprise sales friction or startup-bro theater.

AI builders

Practical components for agents, tools, datasets, and applied systems. KORE's MCP infrastructure ships today. No waitlists, no vaporware.

Data buyers

Clear data product lines with commercial terms, documentation, and repeatable delivery. Buy a package or commission a custom collection.

Business clients

A direct entry point for custom technical work, system architecture, agent orchestration, integrations, and advisory — scoped clearly, delivered professionally.

In Production

Shipped infrastructure, not slideware.

13 Live production services

7 Products & subscriptions

✓ Listed on MCP registries & Smithery

✓ Revenue-generating since launch

6 Deployable agent services

KORE and agent-market-dach are live, deployed infrastructure products. All figures reflect real services, commercial activity, and deployable agents — not projections or targets.

Approach

Quiet systems, clear commercial paths.

WITHKODEX is restrained because the work is technical. The brand does not need inflated claims, decorative hype, or a one-product funnel to feel credible.

Each line — KORE, Datasets, Services, Future Ventures — has its own page, documentation, sales path, and operating details while belonging to a single parent company with shared standards. A customer exploring KORE also discovers agent systems, datasets, and service capabilities — and vice versa.

Specific

Describe what exists and what can be built.

Modular

Add ventures without redesigning the core site.

Durable

Neutral design that survives product shifts.

Contact

Discuss a product, dataset, or technical build.

Use a single inbound path now. Route requests internally by business line as the company grows. Interested in KORE? Need a custom dataset? Scoping a technical engagement? Start a conversation.

Start a conversation [CONTACT EMAIL]

For KORE specifically: explore the product page or check the live API docs.