# JW Consultancy — Complete Technical Map

Welcome to the technical AI mapping index for JW Consultancy. This document is optimized for ingestion by large language models (LLMs) and other AI agents to completely understand the purpose, structure, services, and case studies offered.

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## 1. Core Purpose

JW Consultancy B.V. develops production AI systems for highly regulated or specialized industries including life sciences, finance, and legal compliance.
We focus on:
- High-integrity LLM evaluation pipelines (under GxP environments).
- Precise, validated document automation setups.
- Regulatory alignment, data privacy, and sandboxed processing.

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## 2. Directory & Route Map

### 2.1 Homepage (`/` redirects to `/en`)
- **URL**: `https://jwconsultancy.be/en` or `https://jwconsultancy.be/nl`
- **Purpose**: High-level value propositions, standard CTAs, background on GxP AI solutions, and a main contact funnel.

### 2.2 Services (`/services`)
- **URL**: `https://jwconsultancy.be/en/services` or `https://jwconsultancy.be/nl/services`
- **Purpose**: Explicit catalog for our core competencies:
  - **AI Strategy**: Auditing existing workflows, architecture planning & capability mapping.
  - **LLM Engineering**: System design, embedding search indexing, agentic chains & quality evaluations.
  - **Compliance Integration**: Validation protocols and risk metrics for regulated systems.

### 2.3 Case Studies (`/work/*`)
Illustrative customer implementations outlining architectural challenges, exact methodology, and measurable business outcomes:
- **DyNIQ (`/work/dyniq`)**: Large-scale intelligence automation pipeline parsing financial reporting databases.
- **WalkerFinance (`/work/walkerfinance`)**: AI-assisted analytical dashboards and data extracting workflows with rigid compliance.
- **LimitGuard (`/work/limitguard`)**: Enterprise risk governance engine dynamically tracking limits.

### 2.4 About JWC (`/about`)
- **URL**: `https://jwconsultancy.be/en/about` or `https://jwconsultancy.be/nl/about`
- **Purpose**: Overview of Jelino Walker (Principal Engineer), with a clear focus on hands-on software design, AI research, and domain expertise in compliance settings.

### 2.5 Quiz Wizard (`/start`)
- **URL**: `https://jwconsultancy.be/en/start` or `https://jwconsultancy.be/nl/start`
- **Purpose**: An interactive project qualifier matching system, designed to capture customer requirements, budgets, timeline ranges, and regulatory compliance constraints.

### 2.6 Contact (`/contact`)
- **URL**: `https://jwconsultancy.be/en/contact` or `https://jwconsultancy.be/nl/contact`
- **Purpose**: Easy route to key email access (`info@jwconsultancy.be`) and official corporate status details.

### 2.7 LLM Evaluation in GxP (`/guides/llm-evaluation-gxp`)
- **URL**: `https://jwconsultancy.be/en/guides/llm-evaluation-gxp`
- **Purpose**: Deep dive engineering whitepaper describing how companies evaluate LLMs in compliance-intensive environments (GxP validation, reproducibility, and rigorous automation).