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20/20 AI Proof of Concept

20 Days. $20K.

Your AI Analytics Prototype—Delivered.

What you get:

  • Working Prototype

  • Executive-Ready Dashboard

  • Technical Summary

  • Roadmap to Implementation

Included in Scope

Client Provides:

  • One priority question / one analytic workflow (e.g., forecast, classification, KPI rollup)

  • One primary dataset (or extract) provided by client, up to ~1M or 500MB; basic profiling & light cleaning

    • File-based or single DB read (read-only) - provided by client.

 

CWDS Delivers:

  • Fit / evaluation of 1–2 baseline approaches; documented assumptions; reproducible runs

  • One interactive dashboard or report (executive-friendly), plain-language explanations

  • Deterministic pipelines where possible; runbook to reproduce results; basic unit checks

  • PoC-appropriate handling using client’s approved dev environment; de-identified or synthetic data if needed

  • Working prototype, 1 dashboard/report, tech summary, next-phase roadmap, handover session

  • 1 focused feedback cycle (≤ 1 day) on dashboard & outputs

Expected Timeline

  • Days 1-3: Discovery and Data Prep

    • Confirm goals / success criteria

    • Sample/secured dataset handoff

    • Scope lock: one workflow / one primary question to pursue

  • Days 4-10: Model & Analysis Build​

    • Draft data pipeline + first pass modeling

    • Validation checks, ensure reproducibility of results

    • Demo of raw outputs / initial feedback

  • Days 11-16: Visualization & Review​

    • Build dashboard/reporting

    • Plain-language explanations, QA passes

    • 2nd round feedback & focused refinement

  • Days 17-20: Delivery and Knowledge Transfer​

    • Final demo + walkthrough

    • Tech summary & next-phase roadmap

    • Handover of code and runbook (PoC—not production)

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