Knowledge from documents and websites
Ingestion and indexing of approved website content, files, and internal systems.
AI Knowledge Assistant for Organizations
Organisational knowledge, available when people actually need it.
PixelOps designs and implements AI assistants that connect an organisation’s website, documents, and internal knowledge into reliable answers for service users, employees, and operational teams.
The problem
Important answers exist — but they are scattered.
Policies, procedures, website information, files, and team knowledge live in different places. People spend time looking, while employees answer the same questions repeatedly. A useful solution does more than generate text. It finds the right information, shows where it came from, and routes the matter on when a person needs to take over.
How it works
From scattered sources to a useful answer.
The solution is designed around real knowledge sources, the way they are updated, and the moments when an answer should be handed to a person.
01
Knowledge sources
Website content, PDF, DOCX, XLSX, and approved internal materials.
02
Managed knowledge base
Content is organised, indexed, and updated under administrator control.
03
AI assistant
It understands the question’s context, uses the right materials, and guides the user forward.
04
Answer with context
The user gets a clear answer, the source, and a next contact when needed.
Capabilities
Designed around knowledge, control, and real workflows.
Scope is shaped around each organisation. The elements below can form one solution or be introduced in stages.
Answers with sources
The assistant can point to the material behind an answer rather than pretend certainty.
Controlled updates
Automatic or manual knowledge refreshes with an approval path for changes.
Multiple languages
Communication in the languages that matter to the organisation’s users.
Guided scenarios and quick actions
Prepared conversation paths, buttons, and rules for common requests.
Intent understanding
Configurable question types and important parameters to route conversations better.
Fallback and handoff
Clarify the question, move to the knowledge base, or pass the matter to the right person.
Testing before publishing
A separate place to check answers and knowledge changes before users see them.
Question analytics
Visibility into unanswered questions, knowledge gaps, and areas for improvement.
Who it is for
One idea, different operational situations.
The core is shared. Sources, language, scenarios, and integrations are shaped around the organisation using it.
Universities and education
Information for applicants, students, international offices, and administrative teams.
Example question
Which documents do I need to begin an application for a master’s programme?
Possible answer
The assistant points to the required documents and the current admissions page, or asks which programme the person means.
Public institutions and culture
Services, procedures, citizen enquiries, visitor information, and public materials.
Example question
How do I submit an application, and which attachments will I need?
Possible answer
The assistant guides the person to the relevant procedure, shows the official source, and explains the next step.
Companies
Internal knowledge, onboarding, HR, IT support, and repeat questions from customers or employees.
Example question
Where can I find the current procedure for reporting a security incident?
Possible answer
The assistant provides the approved instruction, cites the source, and routes the person to the right escalation channel.
Control and security
A solution shaped around the organisation’s rules.
Hosting, access, data protection, accessibility, and integrations are agreed during solution design with the client team.
Roles and permissionsKnowledge-change approvalGDPR as a design requirementWCAG as a design requirementEU hosting where requiredIntegration with existing systems
Implementation
From a business question to a solution that works in the process.
We do not assume one fixed package. Scope is built around users, knowledge sources, risks, and the workflows the solution should genuinely improve.
01
Discovery
We analyse users, questions, knowledge sources, and goals.
Deliverable: A map of users, questions, knowledge sources, and business goals.
02
Solution design
We define scope, architecture, scenarios, and control principles.
Deliverable: A solution specification covering architecture, scenarios, and governance rules.
03
Implementation and integrations
We build the knowledge base, interface, automations, and integrations.
Deliverable: A working assistant connected to the agreed knowledge sources and systems.
04
Testing
We test answers, exceptions, and user journeys.
Deliverable: A test report, a list of fixes, and confirmation of launch readiness.
05
Launch and improvement
We launch the solution, monitor questions, and improve it.
Deliverable: A launched solution, a monitoring plan, and a backlog of improvements.
Next step
Let’s discuss where knowledge is blocking work today.
A short description of the audiences, repeat questions, and places where information is hardest to find is enough. PixelOps can help assess whether an AI assistant has practical value here.