85%

Avg. Process Automation Rate

6wk

Avg. Time to First AI Feature in Prod

EU

AI Act Compliant Architecture

0

Vendor Lock-In on AI Models

Use Cases

AI that moves the needle

We focus on AI projects with measurable ROI – not proofs-of-concept that sit in a demo environment forever.

Document Intelligence

Intelligent Document Processing

Extract, classify, and route data from unstructured documents – invoices, contracts, compliance filings, and purchase orders – at scale and without human review.

  • Invoice extraction → SAP posting (zero-touch AP)
  • Contract clause analysis and risk flagging
  • GDPR-compliant document redaction pipelines
Conversational AI

Enterprise AI Assistants

Grounded, hallucination-resistant AI assistants for customer service, internal HR/IT support, and sales enablement – built with RAG on your private data.

  • Customer support agent (multi-language, GDPR-safe)
  • Internal knowledge base Q&A on ERP/policy docs
  • Salesforce CRM copilot for sales teams
Process Automation

Intelligent Process Automation

AI-enhanced automation that handles exceptions humans would normally review – routing edge cases intelligently rather than rejecting them or escalating unnecessarily.

  • Exception-handling in order management
  • Automated credit limit decision support
  • Compliance screening and AML pattern detection
Search & Retrieval

Semantic Search & Knowledge Graphs

Replace keyword search in your portals and knowledge bases with semantic retrieval that understands meaning – returning relevant results even when users don’t know the right terminology.

  • Spare parts search for manufacturing portals
  • Regulatory document retrieval for compliance teams
  • Product catalog search for B2B eCommerce

Technical Architecture

How we build production AI

Every AI system we deliver is architected for observability, fallback, and compliance – not just accuracy.

Data Sources

SAP / ERP

Salesforce CRM

Document Stores

Data Warehouse

APIs & Streams

Data Pipeline

Ingestion & Chunking

Vector Embeddings

Metadata Tagging

GDPR Masking

AI Layer

LLM (GPT-4o / Claude / Mistral)

RAG Retrieval

Guardrails & Filters

Hallucination Checks

Application Layer

REST / WebSocket APIs

Web / Mobile UI

ERP / CRM Plugins

Webhook Integrations

Observability

Prompt Logging

Cost Tracking

Latency Monitoring

Drift Detection

Responsible AI

Built for Global compliance

The EU AI Act is not optional. Every system we build is designed with compliance, transparency, and human oversight as first-class requirements.

EU AI Act Classification

We classify every AI use case according to the EU AI Act risk tiers (minimal, limited, high, unacceptable) and implement the required conformity documentation, logging, and human oversight mechanisms.

GDPR-Safe Data Architecture

Personal data never enters LLM training pipelines. We design data flows with privacy-by-design: masking, pseudonymisation, and EU-region model hosting (Azure EU West, AWS Frankfurt).

Explainability & Audit Trails

Every AI decision that affects a business outcome is logged with the prompt, retrieved context, model version, and response – enabling full auditability and regulatory review.

Human-in-the-Loop Controls

For high-stakes decisions (credit, compliance, HR), we build human review queues directly into the workflow – AI assists, humans approve.

Delivery Model

From pilot to production in weeks

production in weeks

AI Readiness Assessment

We audit your data availability, quality, and infrastructure readiness. Output: a prioritised list of AI use cases with ROI estimates and a realistic 90-day roadmap.

  • Data audit and gap analysis
  • Use case ROI scoring matrix
  • EU AI Act risk classification
  • 90-day implementation roadmap
Phase 02 – Weeks 3-6

Focused Pilot

Pick the highest-value use case and build a production-quality pilot – not a demo. Validated with real data, real users, and a go/no-go decision based on measured results.

  • Full pipeline build on your data
  • User validation with target team
  • Performance benchmarking
  • Go/no-go decision framework
Phase 03 – Weeks 6-12+

Scale & Optimize

Production deployment, observability setup, handover to your team, and continuous improvement cycles. We train your engineers so you own the system.

  • Production deployment & CI/CD
  • Monitoring & alerting setup
  • Internal team training
  • Cost optimisation reviews

What would AI change for your business?

Book a free 60-minute AI Discovery Session. We’ll identify the highest-ROI AI opportunity in your organisation and sketch a 90-day implementation plan – no commitment required.

Our Blogs

Ideas in Action/Insights. Ideas.
Updates/Insights & Updates

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January 12, 2026

Real-World Success Stories: AI-Enhanced Case Management in Public Sector Projects

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