Proof, Not Positioning Theatre

Case Studies Built Around Real Delivery Choices

These anonymized case studies show how I approach commercial delivery: clarify the bottleneck, ship the right system, and create an operating advantage that lasts beyond launch.

Validation Without Headcount

AI Quote Assistant for a Solo Insurance Founder

How a founder validated a micro-insurance offer with a conversion-focused site, an AI-assisted quoting flow, and a lightweight analytics stack instead of hiring a full engineering team upfront.

Insurance / FintechFounder sprint3 weeks to launch, followed by iteration support

Launch timeline

3 weeks

Operating model

Founder-led

Core leverage

24/7 guided lead capture

A conversion-ready launch that captured warm leads, shortened manual follow-up, and gave the founder enough signal to refine pricing and funnel copy quickly.

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Operational AI With Guardrails

Support Copilot for a Growing E-commerce Brand

How a retail team reduced support handling pressure by connecting AI assistants to order, policy, and payment systems while keeping humans in control of final decisions.

Retail / CommerceOperational AI sprintMulti-week delivery and refinement cycle

Handle-time reduction

35%

Channels covered

Email, WhatsApp, web

Human control

Final-send QA retained

Average handling time dropped by 35% while agents gained faster access to order context, escalation paths, and draft responses.

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From Data Friction to Decision Velocity

Operations Insights Platform for a Logistics Scaleup

How a logistics operator unified fragmented telemetry, finance, and service data into a live control layer that helped leadership see route health and operational risk faster.

Logistics / OperationsData platform and reporting deliveryPhased platform build

Data profile

Multi-source operational telemetry

Decision layer

Live control surface

Executive output

Daily AI summaries

Leaders gained a shared operational view across telemetry, finance, and SLA signals instead of relying on disconnected spreadsheets and delayed reports.

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