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    Agent use cases

    AI agents, applied to real business problems

    For each use case we show the manual workflow, the agentic redesign, how we build the loop on Claude, and how we prove it works — then build it for you.

    Anthropic Claude Partner. We use the agent patterns, not just the buzzword.

    Use cases across finance, insurance, retail & F&B, procurement & manufacturing, legal, HR and customer service.

    Our agentic development process

    Built on Anthropic's agent guidance and the Agent GPA eval framework. Building Effective Agents · Agent GPA

    1. 1Frame the problem
    2. 2Map the manual workflow
    3. 3Design the agentic workflow
    4. 4Build the loop on Claude
    5. 5Single model or multi-agent
    6. 6Evaluate & measure
    7. 7Deliver, POC-first
    Lending & financeAvailable
    evaluator-optimizer

    Credit evaluation agent

    Reviewers spend their day cross-checking loan documents by eye instead of deciding.

    See how we'd build it
    Retail & F&BRequest
    prompt chaining

    Order processing agent

    Take customer orders on WhatsApp — capture items, confirm details, and push them straight into your system.

    Request this use case
    Retail & e-commerceRequest
    routing

    Product enquiry agent

    Answer product questions instantly on WhatsApp — availability, specs and price — from your own catalogue.

    Request this use case
    InsuranceRequest
    orchestrator-workers

    Claims processing

    Match a claim against the policy, the report and the receipts — and flag what doesn't add up.

    Request this use case
    Finance & procurementRequest
    prompt chaining

    Invoice & PO matching

    Three-way match of purchase order, delivery order and invoice before a payment goes out.

    Request this use case
    Onboarding & KYCRequest
    routing

    KYC & onboarding checks

    Check that identity documents, proof of address and application details are consistent.

    Request this use case
    LegalRequest
    evaluator-optimizer

    Contract review

    Compare a signed contract against the agreed template and surface the clauses that changed.

    Request this use case
    Customer serviceRequest
    routing

    Support ticket triage

    Read, categorise and route incoming tickets, resolving the routine ones on the spot.

    Request this use case
    Human resourcesRequest
    parallelization

    Candidate credential checks

    Verify that a candidate's certificates, references and stated history line up.

    Request this use case

    Don't see your use case?

    If your team spends its day reading, checking and matching documents or requests by hand, there's probably an agent for it. Tell us the problem.

    Tell us the problem