AI-Powered Document and Content Automation

Extract data from documents, generate content, and automate document workflows - reliably, with appropriate human review, for businesses across the UK and Isle of Man.

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Intelligent Document Processing

We build AI-powered document and content automation for businesses across the UK and Isle of Man. Systems that extract structured data from unstructured documents, classify and route incoming communications, generate first-draft content for human review, and automate the document-intensive workflows that consume significant team time.

Document processing and content creation are among the most time-consuming manual activities in most businesses. Extracting data from incoming invoices, contracts, and forms. Summarising long documents for review. Generating routine communications from structured data. Classifying and routing incoming correspondence. These tasks are well-suited to AI augmentation because they are repetitive, follow patterns, and can tolerate a human review step that catches the cases where the AI gets it wrong.

Every document automation system we build is designed and delivered personally by Owen Jones, OLXR's founder and lead engineer. We build document automation systems that are honest about their confidence levels, designed for human review of uncertain cases, and reliable enough to trust in a production business context.

Who This Is For

Businesses that receive large volumes of documents and need to extract structured data from them manually
Organisations that produce large volumes of routine communications that follow templates but require manual creation
Teams that spend significant time summarising or reviewing long documents to extract key information
Businesses with document classification or routing requirements
Companies with compliance or audit requirements that need documents reviewed against specific criteria at scale
Organisations processing documents in multiple languages where manual translation and extraction are slowing operations

What We Deliver

Document Data Extraction

AI-powered reading of invoices, contracts, forms to extract structured data reliably.

Document Classification

Automatic categorisation of incoming documents by type, topic, or required action.

Document Summarisation

AI-generated summaries with key information highlighted for human review.

Content Generation

AI-drafted communications, reports, and documents from structured data, reviewed by humans.

Workflow Automation

Routing, approval, and processing workflows triggered by document content.

Confidence Scoring

Cases where AI is uncertain are flagged for human review rather than processed automatically.

Audit Trails

Complete logging of every automated document action for compliance.

Sensitive Data Handling

Appropriate handling of PII, financial data, and confidential information with redaction, access controls, and audit trails.

Our Approach

1
Design for Human Review

Document automation systems that bypass human review entirely are appropriate only for the lowest-stakes, most standardised document types. For most business documents, the right architecture includes a confidence threshold below which cases are routed to human review rather than processed automatically. This is not a limitation - it is the design that makes the system trustworthy in production. An automation system that handles 80% of cases automatically and routes the uncertain 20% to a human is dramatically more valuable than one that attempts to handle all cases and gets 5% wrong.

2
Handle Document Variability

Real-world documents are not as structured as their templates suggest. Invoices come in hundreds of layouts. Forms are filled in inconsistently. Contracts have non-standard clauses. We build document extraction systems that handle this variability through a combination of AI understanding and structured validation - extracting what can be extracted reliably, flagging what cannot, and providing the context a human reviewer needs to handle the exceptions efficiently.

3
Integrate with Your Existing Workflow

Document automation that produces output in a format that then has to be manually processed is automation that has not gone far enough. We integrate document automation systems with your existing operational tools - your ERP, your CRM, your accounting system, your case management platform - so that extracted data flows directly into the systems that need it rather than being handed back to a human for re-entry.

Why Choose OLXR

We build document automation that is honest about its confidence levels and designed for the reality of imperfect documents - not the ideal of perfectly structured inputs.

Senior-Led

Built by the founder with practical AI experience

Production-Grade

Confidence scoring and human review built in

Integrated

Connected to your existing operational systems

Long-Term Support

We monitor and improve accuracy over time

An automation system that handles 80% of cases automatically and routes the uncertain 20% to a human is dramatically more valuable than one that attempts to handle all cases and gets 5% wrong.

OJ
Owen Jones
Founder & Lead Engineer

Technologies We Use

OpenAI
Claude
C#
ASP.NET Core
Python
AWS
Azure
SQL Server
Vector Databases
REST APIs

Don't see your stack? Get in touch.

Frequently Asked Questions

Accuracy varies significantly depending on document type, layout consistency, and print or scan quality. For well-structured, consistently formatted documents, extraction accuracy can be very high. For documents with significant layout variation or poor quality, accuracy is lower and human review becomes more important. We conduct a feasibility assessment using samples of your actual documents before committing to an extraction approach, and we design the system with appropriate confidence thresholds and review workflows for your accuracy requirements.

Yes - we handle PDFs (both text-based and scanned), Word documents, images, and emails. Scanned documents require OCR as a preprocessing step, which introduces additional variability. We assess the document types you need to process during discovery and design the preprocessing pipeline appropriately.

For very low-stakes, highly templated content where accuracy is easily verifiable, automated output without review can be appropriate. For anything consequential - customer communications, contracts, compliance documents - we always recommend a human review step. The value of AI content generation in these cases is in producing a high-quality first draft that a human can review and approve quickly, not in eliminating human judgment from the process.

Related Services

AI Solutions

Practical AI for business
AI Assistants

Intelligent assistants and chatbots
Workflow Automation

Custom automated processes

Ready to Automate Your Document Workflows?

Tell us what documents your team is processing manually. We will give you an honest view of what AI can handle reliably and what still needs human judgment.

Book a Free Consultation