AgentAligned

Applied AI use cases

Applied AI for the work that slows businesses down.

These are starting patterns, not off-the-shelf promises. Feasibility depends on data quality, system access, volume, risk and the people responsible for the workflow.

Common starting points

Cross-industry workflows.

These recurring patterns appear across sectors. Each should begin with one bounded workflow, an accountable owner and measurable acceptance criteria.

Cross-industry use case 01

Marketing and content operations

Campaign brief to channel-ready content

Problem
Marketing content production often involves several internal specialists, agencies, consultants and approval steps. Repeated handovers increase cost, slow campaigns and make brand, message and factual consistency harder to maintain.
System
A governed content workflow uses approved briefs, source material, brand rules and channel requirements to produce first drafts and reusable variants. It routes each asset through review, revision and approval before publishing or handover.
Human control
Marketing and brand owners set the brief, select the ideas, approve claims and tone, and sign off every final asset. Nothing is published without authorised human approval.
Measure
Brief-to-publish time, cost per approved asset, revision rounds, correction rate, on-time publishing and performance against the agreed content objective.

Cross-industry use case 02

Customer service and support

Customer enquiry to resolved case

Problem
Customer enquiries arrive through email, chat, WhatsApp, forms and phone calls. Staff repeatedly search for customer, product or policy information, draft similar answers, re-key details and manually decide where each case belongs. Response times and quality vary.
System
A governed service workflow classifies each enquiry, retrieves approved information, summarises relevant customer history, drafts a response, updates the CRM or service record and routes uncertain or sensitive cases to the right person.
Human control
Service agents approve responses during rollout and retain control of complaints, refunds, sensitive information and exceptions. Managers own the approved knowledge sources and escalation rules.
Measure
First-response time, resolution time, backlog, re-open rate, escalation rate, factual correction rate and customer satisfaction.

Explore sector-specific workflows

See how the same governed approach can be applied to recurrent work across different industries.

Use case 01

Supplier inbox to ERP

Problem
Teams read supplier emails and attachments, re-key details and chase mismatches across orders, deliveries and invoices.
System
An AI-powered workflow extracts approved fields, checks them against source records, proposes updates and routes exceptions to the right person.
Human control
People approve exceptions and high-risk actions before anything changes in the system of record.
Measure
Processing time, exception rate, rework and error rate.

Use case 02

Product content localisation

Problem
Approved product information must be adapted across markets, languages and commerce channels without losing accuracy or brand control.
System
A governed content workflow transforms approved source information into channel-ready variants, validates required attributes and flags uncertain output.
Human control
Brand and market owners approve final claims and assets.
Measure
Time to publish, completeness, correction rate and approval time.

Use case 01

Manifest and document reconciliation

Problem
Teams cross-check cargo manifests, bills of lading, customs files, invoices and status messages across inconsistent formats.
System
An AI-powered document workflow extracts relevant fields, compares records, identifies discrepancies and assembles an exception queue with source references.
Human control
Authorised staff resolve discrepancies and approve submissions.
Measure
Reconciliation time, unresolved exceptions, rework and missed-document rate.

Use case 02

Dispatch decision support

Problem
Dispatchers combine changing schedules, capacity, driver communication and available congestion data under time pressure.
System
A decision-support workflow assembles current inputs, proposes prioritised actions and records the reason for each recommendation.
Human control
The dispatcher remains responsible for operational decisions.
Measure
Planning time, avoidable delays, utilisation and exception response time.

Real-time routing depends on reliable access to operational and congestion data. AgentAligned has no integration with any Port authority system.

Use case 01

Invoice and exception processing

Problem
Finance teams repeatedly match invoices, orders, approvals and supporting documents, then spend time finding the owner of each exception.
System
An AI-powered workflow reads the pack, checks the relevant records, prepares a recommendation and routes exceptions with source evidence.
Human control
Authorised staff approve payments and policy exceptions.
Measure
Touch time, cycle time, exception age and avoidable rework.

Use case 02

Internal policy and knowledge support

Problem
Staff lose time searching for the latest approved policy, process or answer across fragmented repositories.
System
A permission-aware assistant retrieves answers from approved sources, cites the source and escalates when evidence is insufficient.
Human control
Document owners govern the source set and review sensitive or policy-changing requests.
Measure
Time to answer, citation coverage, unresolved-query rate and adoption.
Go deeper Document-to-cash for Durban logistics The full workflow, controls and measures Go deeper Product truth to channel for FMCG Approved product data, syndicated with control
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