Services

From technical ambiguity to working systems.

Clear architecture, focused implementation and direct senior engineering for business-critical automation.

01

Private AI Integration & Local Model Deployment

Qwen 2.5Llama 3OllamaDocker

Deploy fit-for-purpose language models within your infrastructure. We design local inference workflows, containerise model services and integrate them into existing applications without sending sensitive prompts to third-party AI APIs.

02

Cross-Industry Document Processing

PDF extractionValidated JSONHuman review

Turn rental agreements, invoices, medical intakes, forms and inventory manifests into structured, validated data ready for internal systems—with traceable rules and review points.

03

Event-Driven Workflow Automation

n8nEventsSMS & emailAPIs

Connect local backends, automation pipelines and communications gateways. Automate payment reminders, operational alerts and fleet updates while keeping failures visible and recoverable.

04

Enterprise Backend & System Architecture

JavaSpring BootAPI gatewaysPerformance

Design and improve high-performance backend platforms with clean boundaries, resilient integrations and production-focused engineering—from architecture and code review to optimisation and deployment.

Start small, learn quickly

A technical proof before a major commitment.

We can begin with a focused discovery and proof of concept: one workflow, representative documents and clear success criteria. You see the privacy, quality and operational fit before choosing the next phase.

Discuss a proof of concept →