09/17/2025
𝗠𝗮𝗻𝘆 𝗔𝗜 𝘁𝗲𝗮𝗺𝘀 𝘀𝘁𝗿𝘂𝗴𝗴𝗹𝗲 𝘄𝗶𝘁𝗵 𝗺𝗼𝗱𝗲𝗹𝘀 𝘂𝗻𝗱𝗲𝗿𝗽𝗲𝗿𝗳𝗼𝗿𝗺𝗶𝗻𝗴, despite having strong algorithms and top data scientists.
𝗧𝗵𝗲 𝗿𝗲𝗮𝗹 𝗶𝘀𝘀𝘂𝗲? Video annotation mistakes.
Our latest infographic highlights the 5 deadly errors killing AI ROI:
1️⃣ Misaligned guidelines with model goals
2️⃣ Relying on generic tools
3️⃣ Weak QA pipelines
4️⃣ Ignoring edge cases
5️⃣ Untrained annotation teams
These errors lead to poor accuracy, higher costs, and delayed time-to-market.
✅ The fix: domain-trained annotation teams, QA-first workflows, and custom tools designed for complex video data.
𝗔𝘁 𝗦𝗽𝗿𝗶𝗻𝗴𝗯𝗼𝗿𝗱, we help AI teams label smarter and scale faster—so their models deliver real-world performance.
https://www.springbord.com/video-annotation-services.html