Source register
Identify approved documents, owners, audiences, review dates and confidentiality.
Solution / Assisted knowledge
Help people work from approved knowledge without disguising uncertainty.
A knowledge and AI assistance solution helps authorised users search approved material, receive source-linked summaries and prepare drafts within defined boundaries. GA Applications designs the content pipeline, permissions, prompts, review controls and feedback path so assistance remains traceable and people can verify important statements before acting or publishing.
Problemone recurring constraint
Flowpeople, records and hand-offs
Outcomeobservable working change
Why it matters
Source register
Identify approved documents, owners, audiences, review dates and confidentiality.
CHAPTER 01
Prepare the knowledge before adding an assistant.
Conflicting, stale or inaccessible source material produces unreliable assistance regardless of model quality.
Content structure
Break material into meaningful sections with stable identity and useful metadata.
Lifecycle
Remove superseded material from active retrieval while preserving required records appropriately.
CHAPTER 02
Define tasks the assistant may perform and how it must show its basis.
Search, summarisation, drafting and extraction have different risks and acceptance tests.
Grounded answer
Return source references and acknowledge when approved material does not answer the question.
Drafting boundary
Label generated content as a draft and retain review for commitments or external publication.
Structured extraction
Validate extracted fields and route uncertainty rather than filling gaps with invented values.
CHAPTER 03
Keep permission, review and improvement visible.
The assistant should respect the user's authorised source set and create a practical path for correction and escalation.
Access boundary
Filter retrieval and actions according to the same approved identity and record permissions.
Human decision
Name the person responsible for checking important output before use.
Evaluation
Test representative questions, unsupported requests, source conflicts and harmful failure modes before release.
Continue through the solutions system.
Each route answers a different operating question while retaining the same standards for evidence, responsibility and a usable next step.
Route 01
Solutions
Explore practical solutions that connect websites, CRM, automation, dashboards, field tools and AI assistance around a complete business outcome.Route 02Capture And Qualify Enquiries
Connect useful website content, structured forms, CRM ownership and measured follow-up into one dependable enquiry journey.Route 03Quote To Job Workflow
Connect enquiries, scope, quotes, approvals and job setup without losing commercial context or repeating data entry.Route 04Customer And Staff Portals
Design secure, role-specific portals for requests, documents, status, approvals and operational work without exposing the whole back office.Route 05Field Evidence And Compliance
Capture job-linked forms, photos, checks and sign-offs in the field with clear ownership, offline resilience and review paths.Route 06Operational Visibility
Create role-specific operational views from agreed definitions, traceable data and clear exception-to-action paths.Route 07Document And Approval Automation
Prepare repeatable documents, route approvals and preserve version and decision evidence with human control where judgement matters.Route 08Connected Assets And Alerts
Connect device signals, thresholds, dashboards and escalation workflows for lights, water, CCTV, barriers, VMS and other operational assets.Questions worth resolving
What to clarify before committing.
Will the assistant always be correct?
No. AI output can be incomplete or wrong. Source grounding, clear uncertainty, representative evaluation and human review are required for important use.
Can it use private company documents?
Potentially, under an agreed architecture that covers access, provider terms, retention, logging and the sensitivity of the material.
Can the assistant take actions in other systems?
It can prepare or trigger approved actions, but higher-risk changes should require confirmation, validation and a traceable result.
Bring the real problem
Choose one knowledge task and its approved sources.
Bring representative documents, user roles and the decision that follows the answer. We can scope a controlled assistance pilot.