RAK8

The company ran a warehouse management system, a transportation management system, an ERP for financials, and a separate CRM. Every shipment required data to be entered or copied across all four. The operations team spent roughly 40 hours per week on this work alone.

RAK8 mapped every data flow between the four systems and identified 23 distinct copy-paste workflows. We built an agentic system that monitors intake forms, extracts structured data, validates it against business rules, and pushes updates to all four platforms through their existing APIs. Exceptions get flagged and routed to the right person with full context.

Within six weeks of deployment, manual data entry dropped by 42%. The error rate on shipment records fell from 6% to under 1%. Three full-time-equivalent hours were reallocated from data entry to actual logistics management every day. No systems were replaced. No interfaces changed. The team kept working the way they always did, just without the repetitive parts.

The firm used a shared inbox and a basic ticketing system. During peak season, hundreds of client emails arrived daily, many asking the same questions about document requirements, filing deadlines, and status updates. Partners and senior staff were spending hours triaging instead of advising.

RAK8 deployed an AI triage agent that connects directly to their existing email and ticketing system. The agent reads incoming messages, categorizes them by type and urgency, auto-responds to routine queries using the firm's own knowledge base, and routes complex items to the right specialist with relevant client history attached.

Average response time dropped from 14 hours to 2.1 hours. 68% of routine inquiries were handled without any staff involvement. The firm did not change their email provider, their ticketing tool, or their client communication workflow. The AI layer sits on top of what they already had and handles the volume that was burying their team.

The organization operated across multiple locations with separate systems for EHR, billing, access control, network monitoring, and HR. Each quarterly audit required the compliance team to log into each system, export reports, cross-reference records, and compile everything into a format the auditors could review. The process was fragile and error-prone.

RAK8 built an automated evidence collection pipeline that connects to all 12 systems through their existing APIs and scheduled exports. The pipeline runs continuously, collecting and organizing evidence into audit-ready reports that update in real time. We also conducted a full penetration test of all patient-facing applications and remediated the findings before the next audit cycle.

Audit preparation dropped from three weeks to two days. The most recent external audit returned zero critical findings for the first time in the organization's history. The compliance team now monitors a single dashboard instead of logging into a dozen systems. The pipeline runs on their existing infrastructure with no new platforms to manage.