ꯈꯨꯠꯅꯥ ꯏꯕꯥ ꯆꯦ-ꯆꯥꯡꯁꯤꯡꯕꯨ ꯁꯦꯝꯗꯣꯛ-ꯁꯥꯗꯣꯛ ꯌꯥꯕꯥ ꯋꯥꯍꯩꯗꯥ ꯑꯣꯟꯊꯣꯛꯄꯥ
AI vision ꯁꯤꯖꯤꯟꯅꯗꯨꯅꯥ ꯈꯨꯠꯅꯥ ꯏꯕꯥ ꯅꯣꯠꯁꯤꯡ, ꯆꯥꯛ-ꯊꯣꯡꯕꯒꯤ ꯃꯑꯣꯡꯁꯤꯡ, ꯕꯤꯖꯤꯅꯦꯁ ꯄ꯭ꯂꯥꯅꯁꯤꯡ, ꯁꯩꯔꯦꯡꯁꯤꯡ, ꯑꯃꯁꯨꯡ ꯍꯤꯁꯥꯄꯁꯤꯡꯕꯨ ꯃꯑꯣꯡ ꯆꯨꯝꯕꯥ, ꯁꯦꯝꯗꯣꯛ-ꯁꯥꯗꯣꯛ ꯌꯥꯕꯥ ꯋꯥꯍꯩꯁꯤꯡꯗꯥ ꯑꯣꯟꯊꯣꯛꯎ꯫ ꯁ꯭ꯀꯦꯟ ꯇꯧꯔꯕꯥ PDF ꯅꯠꯇ꯭ꯔꯒꯥ ꯐꯣꯇꯣꯁꯤꯡ ꯑꯄꯂꯣꯗ ꯇꯧꯕꯤꯌꯨ ꯑꯃꯁꯨꯡ ꯂꯣꯏꯁꯤꯟꯂꯕꯥ ꯗꯤꯖꯤꯇꯦꯜ ꯑꯥꯎꯠꯄꯨꯠ ꯐꯪꯕꯤꯌꯨ꯫
100% ꯂꯣꯟꯅꯥ ꯊꯝꯕꯥ
ꯈꯨꯗꯛꯇꯥ ꯊꯕꯛ ꯇꯧꯕꯥ
ꯕ꯭ꯔꯥꯎꯖꯔꯗꯥ ꯌꯨꯝꯐꯝ ꯑꯣꯏꯕꯥ
ꯃꯁꯛꯁꯤꯡ
ꯈꯨꯠꯅꯥ ꯏꯕꯥ ꯅꯣꯠꯁꯤꯡ, ꯆꯥꯛ-ꯊꯣꯡꯕꯒꯤ ꯃꯑꯣꯡꯁꯤꯡ, ꯂꯤꯁꯇꯁꯤꯡ ꯑꯃꯁꯨꯡ ꯆꯤꯊꯤꯁꯤꯡ ꯑꯣꯟꯊꯣꯛꯎ
AI-ꯅꯥ ꯃꯁꯥꯃꯇꯣꯝꯅꯥ ꯀꯟꯇꯦꯟꯇꯀꯤ ꯃꯈꯜ ꯈꯉꯗꯣꯛꯏ
ꯁ꯭ꯀꯦꯟ ꯇꯧꯔꯕꯥ PDF ꯑꯃꯁꯨꯡ ꯐꯣꯇꯣꯁꯤꯡ (JPEG, PNG, WEBP, HEIC) ꯁꯄꯣꯔꯠ ꯇꯧꯏ
ꯍꯦꯗꯤꯡꯁꯤꯡ, ꯕꯨꯂꯦꯠꯁꯤꯡ ꯑꯃꯁꯨꯡ ꯇꯦꯕꯂꯁꯤꯡ ꯌꯥꯎꯕꯥ ꯃꯑꯣꯡ ꯆꯨꯝꯕꯥ ꯑꯥꯎꯠꯄꯨꯠ
Word, Excel, CSV, ꯅꯠꯇ꯭ꯔꯒꯥ JSON ꯑꯣꯏꯅꯥ ꯗꯥꯎꯅꯂꯣꯗ ꯇꯧꯕꯤꯌꯨ
ꯍꯤꯁꯥꯄꯁꯤꯡ, ꯁꯩꯔꯦꯡꯁꯤꯡ, ꯕꯤꯖꯤꯅꯦꯁ ꯄ꯭ꯂꯥꯅꯁꯤꯡ ꯑꯃꯁꯨꯡ ꯖꯔꯅꯦꯂꯁꯤꯡ ꯂꯣꯏꯁꯤꯟꯅꯕꯥ ꯌꯥꯎꯏ
ꯃꯈꯜ ꯀꯌꯥꯒꯤ ꯂꯣꯟꯒꯤ ꯈꯨꯠꯏ ꯁꯛꯈꯉꯕꯥ ꯉꯝꯃꯤ
ꯄꯥꯕꯥ ꯌꯥꯕꯒꯤ ꯊꯥꯛ ꯂꯦꯞꯅꯕꯥ Confidence scoring ꯌꯥꯎꯏ
ꯀꯔꯁꯤꯚ, ꯄ꯭ꯔꯤꯟꯇ ꯑꯃꯁꯨꯡ ꯌꯥꯟꯁꯤꯟꯅꯕꯥ ꯈꯨꯠꯏꯒꯤ ꯃꯑꯣꯡꯁꯤꯡꯗꯥ ꯊꯕꯛ ꯇꯧꯏ
ꯆꯦ-ꯆꯥꯡꯒꯤ ꯃꯑꯣꯡ — ꯁꯦꯛꯁꯅꯁꯤꯡ, ꯂꯤꯁꯇꯁꯤꯡ ꯑꯃꯁꯨꯡ ꯅꯣꯠꯁꯤꯡ ꯉꯥꯛꯇꯨꯅꯥ ꯊꯝꯃꯤ
ꯈꯨꯠꯏꯗꯥ ꯌꯥꯎꯕꯥ ꯇꯦꯕꯂꯁꯤꯡ, ꯒ꯭ꯔꯤꯗꯁꯤꯡ ꯑꯃꯁꯨꯡ ꯀꯣꯂꯝ ꯗꯦꯇꯥꯁꯤꯡ ꯁꯛꯈꯉꯕꯥ ꯉꯝꯃꯤ
ꯂꯃꯥꯏ ꯀꯌꯥ ꯌꯥꯎꯕꯥ ꯁ꯭ꯀꯦꯟ ꯇꯧꯔꯕꯥ ꯆꯦ-ꯆꯥꯡꯁꯤꯡ ꯊꯕꯛ ꯇꯧꯏ
ꯀꯔꯝꯅꯥ ꯎꯕꯥ ꯐꯪꯒꯅꯤ
ꯈꯨꯠꯅꯥ ꯏꯕꯥ ꯅꯣꯠꯁꯤꯡ
ꯗꯤꯖꯤꯇꯦꯜ ꯅꯣꯠꯁꯤꯡ
ꯈꯨꯠꯅꯥ ꯏꯕꯥ ꯆꯥꯛ-ꯊꯣꯡꯕꯒꯤ ꯃꯑꯣꯡ
ꯂꯣꯏꯁꯤꯟꯂꯕꯥ ꯆꯥꯛ-ꯊꯣꯡꯕꯒꯤ ꯃꯑꯣꯡ
ꯈꯨꯠꯅꯥ ꯏꯕꯥ ꯍꯤꯁꯥꯄꯁꯤꯡ
ꯁ꯭ꯄ꯭ꯔꯦꯗꯁꯤꯠ ꯗꯦꯇꯥ
ꯃꯁꯤꯅꯥ ꯀꯔꯝꯅꯥ ꯊꯕꯛ ꯇꯧꯕꯒꯦ
1
ꯈꯨꯠꯅꯥ ꯏꯕꯥ ꯀꯟꯇꯦꯟꯇꯀꯤ ꯁ꯭ꯀꯦꯟ ꯇꯧꯔꯕꯥ PDF ꯅꯠꯇ꯭ꯔꯒꯥ ꯐꯣꯇꯣ ꯑꯃꯥ ꯑꯄꯂꯣꯗ ꯇꯧꯕꯤꯌꯨ
2
AI vision-ꯅꯥ ꯈꯨꯠꯏꯕꯨ ꯅꯩꯅꯩ ꯑꯃꯁꯨꯡ ꯀꯟꯇꯦꯟꯇꯀꯤ ꯃꯈꯜ ꯈꯉꯗꯣꯛꯏ
3
ꯋꯥꯍꯩꯁꯤꯡ ꯂꯧꯊꯣꯛꯏ ꯑꯃꯁꯨꯡ ꯃꯑꯣꯡ ꯆꯨꯝꯕꯥ ꯁꯦꯛꯁꯅꯁꯤꯡꯗꯥ ꯊꯝꯃꯤ
4
ꯅꯍꯥꯛꯀꯤ ꯁꯦꯝꯗꯣꯛ-ꯁꯥꯗꯣꯛ ꯌꯥꯕꯥ ꯑꯥꯎꯠꯄꯨꯠ Word, Excel, ꯅꯠꯇ꯭ꯔꯒꯥ JSON ꯐꯣꯔꯃꯦꯠꯇꯥ ꯗꯥꯎꯅꯂꯣꯗ ꯇꯧꯕꯤꯌꯨ
ꯇꯣꯌꯅꯥ ꯁꯤꯖꯤꯟꯅꯕꯥ ꯌꯥꯕꯥ ꯃꯐꯃꯁꯤꯡ
ꯀ꯭ꯂꯥꯁ ꯅꯣꯠꯁꯤꯡ ꯗꯤꯖꯤꯇꯥꯏꯖ ꯇꯧꯕꯥ — Cornell ꯅꯣꯠꯁꯤꯡ, ꯄꯥꯕꯒꯤ ꯒꯥꯏꯗꯁꯤꯡ, ꯑꯃꯁꯨꯡ ꯄꯔꯤꯈꯥꯒꯤ ꯄꯣꯠꯂꯃꯁꯤꯡ
ꯊꯕꯛ ꯇꯧꯒꯗꯕꯥ ꯄꯣꯠꯂꯃꯁꯤꯡ ꯑꯃꯁꯨꯡ ꯌꯥꯎꯕꯥ ꯃꯤꯑꯣꯏꯁꯤꯡꯒꯤ ꯂꯤꯁꯇꯁꯤꯡ ꯌꯥꯎꯕꯥ ꯃꯤꯇꯤꯡ ꯅꯣꯠꯁꯤꯡꯕꯨ ꯁꯦꯝꯗꯣꯛ-ꯁꯥꯗꯣꯛ ꯌꯥꯕꯥ ꯆꯦ-ꯆꯥꯡꯁꯤꯡꯗꯥ ꯑꯣꯟꯊꯣꯛꯄꯥ
ꯂꯦꯀꯆꯔ ꯅꯣꯠꯁꯤꯡ, ꯄ꯭ꯔꯣꯐꯦꯁꯔꯒꯤ ꯑꯥꯎꯠꯂꯥꯏꯅꯁꯤꯡ, ꯑꯃꯁꯨꯡ ꯋꯥꯏꯠꯕꯣꯔꯗ ꯐꯣꯇꯣꯁꯤꯡ ꯏꯕꯥ
ꯄꯥꯕꯒꯤ ꯅꯣꯠꯁꯤꯡ, ꯐ꯭ꯂꯦꯁꯀꯥꯔꯗꯁꯤꯡ, Q&A ꯔꯤꯚꯤꯌꯨꯁꯤꯡ, ꯑꯃꯁꯨꯡ ꯂꯥꯏꯔꯤꯛꯀꯤ ꯅꯣꯠꯁꯤꯡ ꯗꯤꯖꯤꯇꯥꯏꯖ ꯇꯧꯕꯥ
ꯄꯣꯠꯂꯃꯁꯤꯡꯒꯤ ꯂꯤꯁꯇꯁꯤꯡ ꯑꯃꯁꯨꯡ ꯁꯦꯝ-ꯁꯥꯕꯒꯤ ꯈꯣꯡꯊꯥꯡꯁꯤꯡ ꯌꯥꯎꯕꯥ ꯏꯃꯨꯡꯒꯤ ꯆꯥꯛ-ꯊꯣꯡꯕꯒꯤ ꯃꯑꯣꯡꯁꯤꯡ ꯑꯣꯟꯊꯣꯛꯄꯥ
ꯈꯨꯠꯅꯥ ꯏꯕꯥ ꯕꯤꯖꯤꯅꯦꯁ ꯄ꯭ꯂꯥꯅꯁꯤꯡ, ꯁꯦꯜ-ꯊꯨꯃꯒꯤ ꯍꯤꯁꯥꯄꯁꯤꯡ, ꯑꯃꯁꯨꯡ ꯀꯩꯊꯦꯜꯒꯤ ꯅꯩꯅꯕꯁꯤꯡꯕꯨ ꯆꯦ-ꯆꯥꯡꯁꯤꯡꯗꯥ ꯑꯣꯟꯊꯣꯛꯄꯥ
ꯈꯨꯠꯅꯥ ꯏꯕꯥ ꯁꯩꯔꯦꯡꯁꯤꯡ, ꯏꯁꯩꯒꯤ ꯋꯥꯍꯩꯁꯤꯡ, ꯑꯃꯁꯨꯡ ꯁꯦꯝꯒꯠꯂꯕꯥ ꯁꯩꯔꯦꯡꯁꯤꯡ ꯊꯝꯕꯥ
ꯃꯦꯊ ꯊꯕꯛꯁꯤꯡ, ꯑꯦꯀꯥꯎꯟꯇꯤꯡꯒꯤ ꯍꯤꯁꯥꯄꯁꯤꯡ, ꯕꯖꯦꯠꯁꯤꯡ, ꯑꯃꯁꯨꯡ ꯈꯔꯆꯀꯤ ꯍꯤꯁꯥꯄꯁꯤꯡ ꯂꯧꯊꯣꯛꯄꯥ
ꯈꯨꯠꯅꯥ ꯏꯕꯥ ꯆꯤꯊꯤꯁꯤꯡ, ꯊꯥꯒꯠꯄꯥ ꯐꯣꯡꯗꯣꯛꯄꯥ ꯆꯤꯊꯤꯁꯤꯡ, ꯑꯃꯁꯨꯡ ꯀꯚꯔ ꯂꯦꯇꯔꯁꯤꯡ ꯗꯤꯖꯤꯇꯥꯏꯖ ꯇꯧꯕꯥ
ꯄꯣꯠ-ꯂꯩꯕꯒꯤ ꯂꯤꯁꯇꯁꯤꯡ, ꯄꯦꯀꯤꯡ ꯂꯤꯁꯇꯁꯤꯡ, ꯑꯃꯁꯨꯡ ꯂꯥꯏꯔꯤꯛ ꯄꯥꯕꯒꯤ ꯂꯤꯁꯇꯁꯤꯡ ꯑꯣꯟꯊꯣꯛꯄꯥ
ꯊꯕꯛꯀꯤ ꯂꯤꯁꯇꯁꯤꯡ, ꯆꯦꯛ-ꯂꯤꯁꯇꯁꯤꯡ, ꯅꯣꯡꯃꯒꯤ ꯄ꯭ꯂꯥꯅꯁꯤꯡ, ꯑꯃꯁꯨꯡ ꯄꯥꯟꯗꯝ ꯇ꯭ꯔꯦꯛ ꯇꯧꯕꯥ ꯆꯦꯁꯤꯡ ꯗꯤꯖꯤꯇꯥꯏꯖ ꯇꯧꯕꯥ
ꯗꯥꯏꯔꯤ ꯏꯕꯁꯤꯡ, ꯊꯥꯒꯠꯄꯥ ꯐꯣꯡꯗꯣꯛꯄꯥ ꯖꯔꯅꯦꯂꯁꯤꯡ, ꯑꯃꯁꯨꯡ ꯅꯤꯡꯁꯤꯡꯕꯁꯤꯡ ꯏꯕꯥ
ꯈꯨꯠꯅꯥ ꯏꯕꯥ ꯑꯥꯎꯇꯂꯥꯏꯅꯁꯤꯡ, ꯍꯤꯔꯝ ꯈꯥꯏꯗꯣꯛꯄꯁꯤꯡ, ꯄꯔꯦꯡ ꯈꯥꯏꯗꯣꯛꯄꯁꯤꯡ, ꯑꯃꯁꯨꯡ ꯁꯤꯂꯦꯕꯁꯁꯤꯡ ꯑꯣꯟꯊꯣꯛꯄꯥ
ꯏꯁꯦꯁꯤꯡ, ꯏꯕꯥ ꯑꯦꯁꯥꯏꯟꯃꯦꯟꯇꯁꯤꯡ, ꯔꯤꯄꯣꯔꯇꯁꯤꯡ, ꯑꯃꯁꯨꯡ ꯁꯦꯝꯒꯠꯂꯕꯥ ꯏꯕꯁꯤꯡ ꯗꯤꯖꯤꯇꯥꯏꯖ ꯇꯧꯕꯥ
ꯂꯦꯕ ꯔꯤꯄꯣꯔꯇꯁꯤꯡ, ꯄ꯭ꯔꯣꯖꯦꯛꯇ ꯔꯤꯄꯣꯔꯇꯁꯤꯡ, ꯊꯧꯗꯣꯛꯀꯤ ꯔꯤꯄꯣꯔꯇꯁꯤꯡ, ꯑꯃꯁꯨꯡ ꯆꯥꯎꯈꯠꯄꯒꯤ ꯑꯄꯗꯦꯠꯁꯤꯡ ꯑꯣꯟꯊꯣꯛꯄꯥ
ꯃꯤꯇꯤꯡ ꯑꯦꯖꯦꯟꯗꯥꯁꯤꯡ, ꯊꯧꯔꯝꯒꯤ ꯃꯇꯝꯁꯤꯡ, ꯑꯃꯁꯨꯡ ꯆꯠꯀꯗꯕꯥ ꯃꯇꯝꯁꯤꯡ ꯏꯕꯥ
ꯋꯥꯔꯦꯄꯁꯤꯡ ꯑꯃꯁꯨꯡ ꯋꯥꯔꯣꯏꯁꯤꯡ ꯌꯥꯎꯕꯥ ꯐꯣꯔꯃꯦꯜ ꯃꯤꯇꯤꯡ ꯃꯤꯅꯤꯠꯁꯤꯡ ꯗꯤꯖꯤꯇꯥꯏꯖ ꯇꯧꯕꯥ
ꯕ꯭ꯔꯦꯟꯁ꯭ꯇꯣꯔꯃꯤꯡ ꯁꯦꯁꯅꯁꯤꯡ, ꯋꯥꯈꯜꯂꯣꯟ ꯈꯥꯏꯗꯣꯛꯄꯁꯤꯡ, ꯑꯃꯁꯨꯡ ꯑꯐ-ꯐꯠꯇꯥꯒꯤ ꯂꯤꯁꯇꯁꯤꯡ ꯑꯣꯟꯊꯣꯛꯄꯥ
ꯃꯔꯨꯑꯣꯏꯕꯥ ꯋꯥꯈꯜꯂꯣꯟꯁꯤꯡꯗꯒꯤ ꯃꯥꯏꯟꯗ ꯃꯦꯄꯁꯤꯡ ꯑꯃꯁꯨꯡ ꯃꯔꯤ ꯂꯩꯅꯕꯥ ꯋꯥꯈꯜꯂꯣꯟꯁꯤꯡ ꯗꯤꯖꯤꯇꯥꯏꯖ ꯇꯧꯕꯥ
ꯗ꯭ꯔꯣꯏꯡꯁꯤꯡ ꯑꯃꯁꯨꯡ ꯑꯥꯏꯀꯣꯅꯁꯤꯡ ꯌꯥꯎꯕꯥ ꯁ꯭ꯀꯦꯆ ꯅꯣꯠꯁꯤꯡ ꯑꯃꯁꯨꯡ ꯎꯕꯥ ꯐꯪꯕꯥ ꯅꯣꯠꯁꯤꯡ ꯑꯣꯟꯊꯣꯛꯄꯥ
ꯀꯟꯇꯦꯛꯇ ꯏꯅꯐꯣꯔꯃꯦꯁꯟ — ꯃꯤꯡꯁꯤꯡ, ꯐꯣꯟ ꯅꯝꯕꯔꯁꯤꯡ, ꯑꯃꯁꯨꯡ ꯑꯦꯗ꯭ꯔꯦꯁꯁꯤꯡ ꯂꯧꯊꯣꯛꯄꯥ
ꯐꯣꯟ ꯃꯦꯁꯦꯖ ꯁ꯭ꯂꯤꯄꯁꯤꯡ ꯑꯃꯁꯨꯡ ꯍꯜꯂꯛꯅꯕꯥ ꯅꯣꯠꯁꯤꯡ ꯗꯤꯖꯤꯇꯥꯏꯖ ꯇꯧꯕꯥ
ꯁ꯭ꯇꯣꯛ ꯀꯥꯎꯟꯇꯁꯤꯡ, ꯄꯣꯠꯂꯃꯁꯤꯡꯒꯤ ꯂꯤꯁꯇꯁꯤꯡ, ꯑꯃꯁꯨꯡ ꯁꯤꯔꯤꯑꯦꯜ ꯅꯝꯕꯔꯁꯤꯡ ꯑꯣꯟꯊꯣꯛꯄꯥ
ꯄꯦꯁꯦꯟꯇ ꯅꯣꯠꯁꯤꯡ, ꯂꯥꯏꯅꯥꯒꯤ ꯈꯨꯗꯝꯁꯤꯡ, ꯑꯃꯁꯨꯡ ꯍꯤꯗꯥꯛꯀꯤ ꯃꯇꯝꯁꯤꯡ ꯏꯕꯥ
ꯁꯥꯏꯟꯇꯤꯐꯤꯛ ꯑꯣꯕꯖꯥꯔꯕꯦꯁꯅꯁꯤꯡ ꯑꯃꯁꯨꯡ ꯄꯔꯤꯈꯥꯒꯤ ꯊꯧꯔꯝꯁꯤꯡ ꯗꯤꯖꯤꯇꯥꯏꯖ ꯇꯧꯕꯥ
ꯐꯤꯜꯗ ꯅꯣꯠꯁꯤꯡ, ꯑꯣꯕꯖꯥꯔꯕꯦꯁꯟ ꯔꯦꯀꯣꯔꯗꯁꯤꯡ, ꯑꯃꯁꯨꯡ ꯁꯥꯏꯠ ꯁꯥꯔꯚꯦ ꯗꯦꯇꯥꯁꯤꯡ ꯑꯣꯟꯊꯣꯛꯄꯥ
ꯇꯦꯛꯅꯤꯀꯦꯜ ꯗ꯭ꯔꯣꯏꯡꯁꯤꯡꯗꯒꯤ ꯂꯦꯕꯦꯂꯁꯤꯡ ꯑꯃꯁꯨꯡ ꯅꯣꯠꯁꯤꯡ ꯂꯧꯊꯣꯛꯄꯥ
ꯇꯣꯌꯅꯥ ꯍꯪꯕꯥ ꯋꯥꯍꯪꯁꯤꯡ
ꯈꯨꯠꯏ ꯑꯣꯟꯊꯣꯛꯄꯥ
AI vision ꯁꯤꯖꯤꯟꯅꯗꯨꯅꯥ ꯈꯨꯠꯅꯥ ꯏꯕꯥ ꯅꯣꯠꯁꯤꯡ, ꯆꯥꯛ-ꯊꯣꯡꯕꯒꯤ ꯃꯑꯣꯡꯁꯤꯡ, ꯕꯤꯖꯤꯅꯦꯁ ꯄ꯭ꯂꯥꯅꯁꯤꯡ, ꯁꯩꯔꯦꯡꯁꯤꯡ, ꯑꯃꯁꯨꯡ ꯍꯤꯁꯥꯄꯁꯤꯡꯕꯨ ꯃꯑꯣꯡ ꯆꯨꯝꯕꯥ, ꯁꯦꯝꯗꯣꯛ-ꯁꯥꯗꯣꯛ ꯌꯥꯕꯥ ꯋꯥꯍꯩꯁꯤꯡꯗꯥ ꯑꯣꯟꯊꯣꯛꯎ꯫ ꯁ꯭ꯀꯦꯟ ꯇꯧꯔꯕꯥ PDF ꯅꯠꯇ꯭ꯔꯒꯥ ꯐꯣꯇꯣꯁꯤꯡ ꯑꯄꯂꯣꯗ ꯇꯧꯕꯤꯌꯨ ꯑꯃꯁꯨꯡ ꯂꯣꯏꯁꯤꯟꯂꯕꯥ ꯗꯤꯖꯤꯇꯦꯜ ꯑꯥꯎꯠꯄꯨꯠ ꯐꯪꯕꯤꯌꯨ꯫
ꯈꯨꯠꯏ ꯑꯣꯟꯊꯣꯛꯄꯥ