All Case Studies

    CASE STUDIES

    AI Automation Case Studies

    Review system designs, delivery controls, and named client results. Named metrics include their class and measurement method.

    Healthcare
    A build like this typically runs for four months from discovery through production readiness.

    Reduce Manual Review in Medical Records Processing

    Adjusters read medical records that arrive as PDFs, faxes, and scanned images with inconsistent structures.

    Adjusters verify a structured extract instead of reading the full record first.
    Source citations and confidence flags direct attention to uncertain fields.
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    Professional Services
    A build like this typically runs for three months from discovery through rollout.

    Search Internal Knowledge Without Exposing Private Data

    Consultants search shared drives and old project folders with inconsistent file names and folder structures.

    Consultants start with cited passages instead of a blind folder search.
    Permission checks prevent the search layer from widening document access.
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    Real Estate
    A build like this typically runs for six weeks from assessment through portfolio rollout.

    Coordinate Property Operations Across Every Request Channel

    Maintenance requests arrive by phone, email, text, and portal without one clear work queue.

    Staff work from one request queue instead of several channel inboxes.
    Urgency rules send emergency cases to a human review path.
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    E-commerce and Retail
    A build like this typically runs for six weeks across support, returns, and inventory work.

    Unify E-commerce Support, Returns, and Inventory Work

    Support staff answer repeated order questions while seasonal ticket volume creates long queues.

    Customers receive order facts from connected source systems.
    Staff review damage, dispute, fraud, and policy exceptions.
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    Professional Services
    A build like this typically runs for five months from discovery through firm integration.

    Give Legal Teams Structured Review With Source Citations

    Attorneys read each contract clause and compare it with firm standards, client terms, and matter context.

    Attorneys review cited issues and structured summaries instead of an unsupported model answer.
    Matter permissions apply to intake, search, and review results.
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    Real Estate

    Capital Alliance Returns 15 Forty-Hour Workweeks of Annualized Staff Capacity

    Maintenance requests need clear urgency, complete records, tenant updates, and human approval for safety and spending decisions.

    Capital Alliance records show that each workflow returns 25 staff hours per month.
    The combined monthly result annualizes to 600 hours, equal to 15 forty-hour workweeks.
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    Construction Procurement

    Thrare Expands Monthly Solicitation Capacity Through a Governed Procurement Workflow

    Each opportunity requires source capture, fit review, requirement checks, a bid decision, document preparation, and final authorization.

    Thrare evaluates and prepares a larger opportunity set through one auditable operating record.
    Stage counts remain separate for discovery, review, bid decisions, drafts, submissions, awards, and losses.
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