AI and business automation

AI automation services with human control

AI-assisted workflows, knowledge search and process automation for UK organisations that need measurable efficiency without creating unmanaged risk.

Discuss your project

Apply AI where it improves a real workflow

Useful AI projects begin with a process, a decision or an information bottleneck. They do not begin with a model name. We identify where automation can save time while preserving review, traceability and data protection.

Solutions can combine deterministic rules, integrations and language models. Sensitive actions remain behind permissions and human approval, with monitoring designed into the workflow.

  • Workflow and data readiness assessment
  • Private knowledge search and RAG
  • Document extraction and classification
  • Human approval, logs and monitoring
Capabilities

What we can deliver

A focused team from discovery and product design through engineering, launch and continuous improvement.

Knowledge assistants

Search and answer across approved internal documents with sources and access controls.

Document workflows

Extract, classify and route information from forms, PDFs, inboxes and operational files.

Customer service support

Draft responses and surface relevant account context without removing human judgement.

Sales automation

Research, qualification and follow-up support connected to CRM processes.

Operational agents

Controlled multi-step actions with explicit permissions, validation and audit history.

AI readiness

A practical assessment of data quality, risk, expected value and implementation options.

Technology

Technology chosen for the product

Architecture follows the operational, security and ownership requirements of your project, rather than a fixed stack.

OpenAI and compatible model APIsPrivate RAG pipelinesPythonLaravelNode.jsVector searchRole-based access and audit logging
Outcomes

What the work should improve

  • Shorter handling time
  • More consistent information access
  • Fewer repetitive manual steps
  • Clear controls around automated actions
Selected work

Relevant project experience

Examples of platforms, websites and commerce experiences delivered by the PixelShark team.

Integrated website and CRM platform project
Custom system

Integrated website and CRM platform

A public website connected to a tailored CRM and CMS, supporting lead handling, sales processes and content operations in one environment.

Read case study
Renewable energy engineering platform project
B2B website

Renewable energy engineering platform

A technical B2B website for a photovoltaic structures manufacturer, balancing engineering detail with a straightforward route to enquiry.

Read case study
Investment advisory website project
Corporate website

Investment advisory website

A restrained corporate website for an advisory business, designed to communicate expertise and investment discipline with clarity.

Read case study
Practical guidance

Plan the work with better information

UK-focused guidance related to this service, its cost and delivery decisions.

Engagement

Indicative investment

Every engagement is scoped against outcomes, risk and integration needs. These ranges provide an honest starting point.

AI opportunity workshop

Prioritise use cases by value, feasibility and risk.

from £2,000excluding VAT where applicable
  • Process review
  • Data assessment
  • Risk and governance notes
  • Pilot recommendation
Request a scope

Production automation

Deploy governed AI workflows across systems and teams.

scoped individuallyexcluding VAT where applicable
  • Production architecture
  • Security and monitoring
  • System integrations
  • Continuous evaluation
Request a scope
FAQ

Questions before you start

Will our data be used to train public models?

We select services and configure data flows according to the project’s privacy requirements. The exact handling terms are documented before implementation.

How do you reduce inaccurate AI answers?

We narrow the task, ground outputs in approved data, require citations where relevant, validate structured outputs and keep human review for consequential actions.

Can AI connect to our existing CRM or document system?

Yes, where suitable APIs or controlled data access are available. Integration and permissions are part of the architecture, not an afterthought.

Contact

Let us discuss your project

Tell us what you need to build, improve or automate. We will review the brief and return with practical next steps.

What happens next?

  • 1We review your brief
  • 2We arrange a focused discovery call
  • 3You receive a proposed scope and estimate

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