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Case Studies

Work That Speaks

Client details shared with permission. All names are anonymized unless explicit approval is provided. Additional case studies available upon request.

Project case studies

  • Client Alpha
    Process AutomationCOMPLETED

    Manual invoice processing consumed 40+ staff-hours per week across three departments. We mapped the full workflow, eliminated seven redundant handoff steps via Six Sigma DMAIC, then built a lightweight automation layer — reducing processing time by 83% and error rate to near zero.

    83% time reduction · Zero manual errors
    Pythonn8nPostgres
  • Client Beta
    AI IntegrationCOMPLETED

    A 200-person logistics company wanted AI-assisted dispatch recommendations, but their core ERP was 15 years old. We built a read-only integration layer that fed structured data to a fine-tuned model — zero disruption to existing operations, immediate ROI on fuel and routing efficiency.

    12% fuel cost reduction · No ERP disruption
    OpenAI APINode.jsLegacy ERP
  • Client Gamma
    Legacy ModernizationCOMPLETED

    A healthcare-adjacent firm was running critical scheduling logic in Excel macros — a compliance liability and a single point of failure. We replaced the macro layer with a type-safe, auditable API service with a modern UI, then added AI-assisted scheduling suggestions in a controlled phase two.

    Compliance risk eliminated · Phase 2 AI delivered on time
    AWS LambdaReactREST APIs
  • Client Delta
    AI Adoption RoadmapCOMPLETED

    A professional services firm had purchased three AI tools that were sitting unused six months after procurement. We ran an AI maturity assessment, identified the root cause (skill gaps + undefined ownership), rebuilt internal champions, and delivered a phased adoption plan with measurable milestones.

    2 of 3 tools fully adopted · Team trained · ROI demonstrated
    AssessmentTQMPhased Rollout

Client Feedback

What clients say

  • “Working with Uriel transformed how we think about automation. He didn't sell us software — he fixed our process first. The tools came second, and they actually stuck.”

    — Director of Operations, Client Alpha

  • “We had consultants before who handed us a 60-page report and left. Chinstrap built the thing, trained our people, and checked back in. Night and day difference.”

    — VP of Technology, Client Beta

  • “I was skeptical about AI. Uriel's assessment was honest — he told us we weren't ready yet and showed us exactly what to fix first. That honesty built more trust than any pitch deck.”

    — CEO, Client Gamma

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