Knowledge assistants
Search and answer across approved internal documents with sources and access controls.
AI-assisted workflows, knowledge search and process automation for UK organisations that need measurable efficiency without creating unmanaged risk.
Discuss your projectUseful 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.
A focused team from discovery and product design through engineering, launch and continuous improvement.
Search and answer across approved internal documents with sources and access controls.
Extract, classify and route information from forms, PDFs, inboxes and operational files.
Draft responses and surface relevant account context without removing human judgement.
Research, qualification and follow-up support connected to CRM processes.
Controlled multi-step actions with explicit permissions, validation and audit history.
A practical assessment of data quality, risk, expected value and implementation options.
Architecture follows the operational, security and ownership requirements of your project, rather than a fixed stack.
Examples of platforms, websites and commerce experiences delivered by the PixelShark team.

A public website connected to a tailored CRM and CMS, supporting lead handling, sales processes and content operations in one environment.
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A technical B2B website for a photovoltaic structures manufacturer, balancing engineering detail with a straightforward route to enquiry.
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A restrained corporate website for an advisory business, designed to communicate expertise and investment discipline with clarity.
Read case studyUK-focused guidance related to this service, its cost and delivery decisions.
How UK organisations can identify valuable AI workflows, calculate benefits and introduce controls before a production rollout.
Read articleA practical due-diligence guide covering discovery, ownership, delivery visibility, security and long-term maintainability.
Read articleEvery engagement is scoped against outcomes, risk and integration needs. These ranges provide an honest starting point.
Prioritise use cases by value, feasibility and risk.
Test one valuable workflow with real users and measurable success criteria.
Deploy governed AI workflows across systems and teams.
We select services and configure data flows according to the project’s privacy requirements. The exact handling terms are documented before implementation.
We narrow the task, ground outputs in approved data, require citations where relevant, validate structured outputs and keep human review for consequential actions.
Yes, where suitable APIs or controlled data access are available. Integration and permissions are part of the architecture, not an afterthought.
Tell us what you need to build, improve or automate. We will review the brief and return with practical next steps.