Industries
AKE is one platform; the workflows differ. These are the starting points we see most often, with the first deployments that tend to earn the right to go further.
Financial services and insurance
Claims handling, KYC and AML casework, policy servicing, regulatory reporting.
- Claims triage that gathers policy terms, prior correspondence and evidence into one reviewed summary for the adjuster.
- KYC and AML casework where the agent assembles the file and the analyst keeps the decision.
- Regulatory reporting drafted from authorised data with every figure traceable to its source.
Legal and professional services
Matter intake, document review, research memos, client reporting, filing preparation.
- Matter intake that checks conflicts, collects facts and proposes a scope for a lawyer to confirm.
- Document review and research memos grounded in the firm’s own precedents and the client’s records.
- Client reporting and filing preparation with approval points before anything leaves the firm.
Manufacturing and semiconductor
Engineering knowledge retrieval, quality and yield investigations, supplier documentation, maintenance records.
- Engineering knowledge retrieval across specifications, change records and test reports.
- Quality and yield investigations that connect incident data, process parameters and prior root-cause analyses.
- Supplier and maintenance documentation kept current and answerable in the language of each plant.
Healthcare and life sciences
Clinical documentation support, regulatory submissions, patient and provider services.
- Clinical documentation support that drafts from the record and leaves sign-off with the clinician.
- Regulatory submission assembly with version control and reviewer traceability.
- Patient and provider services that answer from approved information only.
Retail, consumer and e-commerce
Customer operations, product content, returns and exceptions, merchandising decisions.
- Customer operations where agents resolve routine cases and route exceptions with full context.
- Product content and localisation generated from the master data, reviewed before publication.
- Returns, disputes and merchandising decisions supported by the evidence behind each case.
Logistics and mobility
Exception handling, customs and compliance documents, dispatch and scheduling support.
- Exception handling for delayed, damaged or misrouted shipments with the next action proposed.
- Customs and compliance documents checked against current rules for each corridor.
- Dispatch and scheduling support that explains its recommendation to the planner.
Public sector and education
Casework, citizen and student services, records management, policy research.
- Casework assistants that assemble the file, cite the policy and record the officer’s decision.
- Citizen and student services answered from authorised, current information in multiple languages.
- Records management and policy research with permissions that mirror the organisation’s own.
Technology and telecommunications
Support engineering, knowledge bases, internal developer and IT services.
- Support engineering that resolves tickets from product documentation, code and prior cases.
- Internal knowledge bases that stay accurate as products change.
- Developer and IT service desks with agents that act only within approved runbooks.
What a first conversation needs
Whatever the industry, the same four things let us say quickly whether a workflow is a good first project.
The workflow
One process, described in a paragraph: what comes in, what decisions are made, what goes out.
The owner
The person who can say what good looks like and sign off on changes.
The information
Where the knowledge lives and who is allowed to use it.
The systems
The applications the outcome has to land in, and who administers them.
Not on the list?
The method does not depend on the industry. If your organisation has repetitive, document-heavy knowledge work with a clear owner, it is a candidate. Tell us about the workflow and we will say whether it is a good first project.
Start with one workflow.
Tell us the process, the people who run it and what you would like to change. We will suggest the right first conversation, with no obligation.