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AI support tools and bespoke software, built to make work lighter.

TensorQU provides practical software services for organisations that want faster workflows, clearer data, and calmer operations. We build and integrate AI-assisted tools for document handling, automation, analytics, and decision support.

Document processing Workflow automation Dashboards & reporting Integrations & APIs Optimisation support
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UK-based sole trader. Services are delivered remotely and on-site when required. TensorQU provides software development and automation services only. We do not provide financial services, crypto services, or money transmission.

Services

AI-assisted document handling

OCR, classification, key-field extraction, validation checks, and structured outputs for downstream systems.

Workflow automation

Automations that move information between inboxes, spreadsheets, CRMs, databases, and internal tools.

Dashboards & reporting

Clear reporting for KPIs, exceptions, compliance checklists, and operational visibility.

Software & API integrations

Integrations with payment providers, cloud services, and third-party platforms using secure APIs.

Data & database services

Schema design, data cleaning, ETL pipelines, and performance tuning for reliable operations.

Optimisation support (R&D)

Exploration of optimisation methods including multi platform approaches where appropriate to the problem.

How we work

1) Discover

Clarify goals, data sources, and constraints. Agree what “done” looks like and what success measures matter.

2) Build

Deliver a prototype quickly, then iterate. Keep the tooling simple, secure, and maintainable.

3) Deploy

Roll out in a controlled way with logging, access controls, and safe fallback processes.

4) Improve

Monitor outcomes and refine. Add automations, reports, and quality checks over time.

Security & data handling: We minimise data retention, apply access controls, and follow GDPR-aligned practices. Where AI is used, outputs are designed to be reviewable and auditable.

How TensorQU uses AI

TensorQU uses AI to assist with:

  • OCR to extract text from scans, PDFs, and images
  • NLP to summarise, classify, and structure content
  • Validation to flag missing fields or inconsistencies
  • Automation to route documents and generate draft outputs for review

What AI is not used for:

  • Replacing professional judgement or mandatory human checks
  • Making irreversible decisions without user review
  • Storing customer documents longer than necessary
  • Using customer data to train public models without consent

Contact

Let’s talk

For enquiries, partnerships, or a quick scoping call, email or message using the details below.

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