AI Navigate
アップデート最新記事AI大全カオスマップ

AI Vendor Comparison: Selection Criteria and Pitfalls

AI Navigate Original / 5/16/2026

共有:

Key Points

  • Don't fail on the demo-vs-production gap; pin selection criteria
  • 7 axes: accuracy proof, data, security, support, price, lock-in, continuity
  • Pitfalls: demo illusion, hidden costs, vague automation, data takeout
  • Define metrics before demos; same-condition PoC; legal-check terms

Pitfalls of AI Vendor Selection

AI vendors are numerous and demos look attractive. Pin down selection criteria to not fail on the gap between demo and production operation.

7 Axes to Evaluate

  1. Accuracy proof: PoC results on your data (don't judge by vendor-provided cherry-picked examples)
  2. Data handling: whether input data is used for training, storage location/period
  3. Security certifications: presence of ISMS / SOC2 etc.

Sign up to read the full article

Create a free account to access the full content of our original articles.

Sign up free

関連おすすめサービス

※当サイトはアフィリエイト広告を利用しています
🎧

Notta搭載AI議事録イヤホン ZENCHORD1

AI時代の仕事術。Notta搭載で会議の議事録を自動生成するスマートイヤホン。

🎙️

AI搭載ボイスレコーダー Plaud

世界100万人が愛用。AIで文字起こし・要約を自動化するボイスレコーダー。

🖼️

画像高画質化AIツール Aiarty Image Enhancer

AIで画像を高画質化。写真・イラストを簡単にアップスケール。