ืื‘ื˜ื—ื” ื‘ืฉื›ื‘ืช ื”-AI

ื–ื™ื”ื•ื™ PII ื‘-4 ืฉื›ื‘ื•ืช. ืืคืก ื“ืœื™ืคืช ื ืชื•ื ื™ื.

ื›ืœ ื‘ืงืฉื” ื ืกืจืงืช ืœืื™ืชื•ืจ ื ืชื•ื ื™ื ืจื’ื™ืฉื™ื ืœืคื ื™ ืฉื”ื™ื ื™ื•ืฆืืช ืžื”ืจืฉืช ืฉืœื›ื. ืฉืžื•ืช, ืžืคืชื—ื•ืช API, ืจืฉื•ืžื•ืช ืคื™ื ื ืกื™ื•ืช ื•ืงื•ื“ ืงื ื™ื™ื ื™ โ€” ืžื•ืกื•ื•ื™ื ืื•ื˜ื•ืžื˜ื™ืช.

ื‘ืงืฉืช ื”ืฆืขื”ืื‘ื˜ื—ืช ื”ืคืœื˜ืคื•ืจืžื”
ื–ื™ื”ื•ื™ ื‘-4 ืฉื›ื‘ื•ืชื ื™ืงื•ื™ ืชื•ืš ื›ื“ื™ ืชื ื•ืขื”ื”ืžืคืชื—ื•ืช ืฉืœื›ืื”ื ืชื•ื ื™ื ืœื ื™ื•ืฆืื™ื
ืขืžื•ื“ื™ ื”ื–ื™ื”ื•ื™

ืืจื‘ืข ืฉื›ื‘ื•ืช ื–ื™ื”ื•ื™, ืคืกื™ืงื” ืื—ืช

ื›ืœ ื‘ืงืฉื” ืขื•ื‘ืจืช ื“ืจืš ืืจื‘ืขื” ื’ืœืื™ื ืขืฆืžืื™ื™ื. ื”ืžืžืฆืื™ื ืฉืœื”ื ืžืชืื—ื“ื™ื ืœื”ื—ืœื˜ืช ืžื™ืกื•ืš ืื—ืช ืœืคื ื™ ืฉื“ื‘ืจ ื™ื•ืฆื ืžื”ืคืจื™ืžื˜ืจ ืฉืœื›ื.

ืฉื›ื‘ื” 01

ืชื‘ื ื™ื•ืช Regex

ืชื‘ื ื™ื•ืช ื‘ื“ื™ื•ืง ื’ื‘ื•ื” ืชื•ืคืกื•ืช ืื™ืžื™ื™ืœ, ื˜ืœืคื•ื ื™ื, SSN, ื›ืจื˜ื™ืกื™ ืืฉืจืื™ ื•ืžืคืชื—ื•ืช API ื‘ืจื’ืข ืฉื”ื ืžื•ืคื™ืขื™ื.

ืฉื›ื‘ื” 02

ืžื•ื“ืœื™ NER

ื–ื™ื”ื•ื™ ื™ืฉื•ื™ื•ืช ื‘ืขืœื•ืช ืฉื ืžืกืžืŸ ืื ืฉื™ื, ืืจื’ื•ื ื™ื, ืžื™ืงื•ืžื™ื ื•ื™ืฉื•ื™ื•ืช ืžื•ืชืืžื•ืช ืื™ืฉื™ืช ืฉืืฃ ืชื‘ื ื™ืช ืกื˜ื˜ื™ืช ืœื ื”ื™ื™ืชื” ืชื•ืคืกืช.

ืฉื›ื‘ื” 03

ืžื ื•ืข ื—ื•ืงื™ื

ื—ื•ืงื™ื ืขื ืคื™ื™ื ื•ืฉื™ืคื•ื˜ื™ื™ื ืžื•ืกื™ืคื™ื ะ˜ะะ, ะกะะ˜ะ›ะก, ะžะ“ะ ะ, ืžื–ื”ื™ื ืจืคื•ืื™ื™ื ื•ืžื–ื”ื™ื ืคื™ื ื ืกื™ื™ื ืžืขืœ ื”ืกื˜ ื”ื‘ืกื™ืกื™.

ืฉื›ื‘ื” 04

ืžืกื•ื•ื’ ML

ืžืกื•ื•ื’ ืžืื•ืžืŸ ืคื•ืชืจ ื ืชื•ื ื™ื ืขืžื•ืžื™ื ื•ืชืœื•ื™ื™-ื”ืงืฉืจ ืฉื”ืฉื›ื‘ื•ืช ื”ืงื•ื“ืžื•ืช ื”ืฉืื™ืจื• ืœืœื ื”ื›ืจืขื”.

ื”ื’ื ื” ืœืขื•ืžืง

ื‘ืงืจื•ืช ืงื•ื ืฆื ื˜ืจื™ื•ืช ืกื‘ื™ื‘ ื”ื‘ืงืฉื” ืฉืœื›ื

ื”ื‘ืงืฉื” ื™ื•ืฉื‘ืช ื‘ืœื™ื‘ื” ื”ืื˜ื•ืžื”. ื›ืœ ื‘ืงืฉื” ื—ื•ืฆื” ื—ืžืฉ ืฉื›ื‘ื•ืช ื‘ืงืจื” ืคื ื™ืžื” โ€” ื•ื”ื ืชื•ื ื™ื ื”ื’ื•ืœืžื™ื™ื ืฉืœื›ื ืœื ื—ื•ืฆื™ื ื”ื—ื•ืฆื” ื‘ื—ื–ืจื”.

  1. ืคืจื™ืžื˜ืจ

    ื‘ื™ื“ื•ื“ ืจืฉืช

    ื”ืชืขื‘ื•ืจื” ืžื•ื’ื‘ืœืช ืœืจืฉืช ื”ืžื‘ื•ื“ื“ืช ืฉืœื›ื. ืื™ืŸ ื ืชื™ื‘ ื™ื•ืฆื ืœืื™ื ื˜ืจื ื˜ ื”ืฆื™ื‘ื•ืจื™ ืืœื ื“ืจืš ื”ืฉืขืจ.

  2. ืฉื›ื‘ื” 2

    ื–ื”ื•ืช ื•-RBAC

    ื›ืœ ืงืจื™ืื” ืžืื•ืžืชืช ื•ืžื•ื’ื‘ืœืช ืœืคื™ ืชืคืงื™ื“. ื”ื’ื™ืฉื” ืœื‘ืงืฉื•ืช, ืžืคืชื—ื•ืช ื•ืœื•ื’ื™ื ื”ื™ื ืžื™ื ื™ืžืœื™ืช-ื”ื›ืจื—ื™ืช ื›ื‘ืจื™ืจืช ืžื—ื“ืœ.

  3. ืฉื›ื‘ื” 3

    ื”ืฆืคื ื” ื‘ืชืขื‘ื•ืจื” ื•ื‘ืžื ื•ื—ื”

    ื‘ืงืฉื•ืช, ืืžื‘ื“ื™ื ื’ื™ื ื•ืจืฉื•ืžื•ืช ื‘ื™ืงื•ืจืช ืžื•ืฆืคื ื™ื ืขืœ ื”ืงื• ื•ืขืœ ื”ื“ื™ืกืง ืœืื•ืจืš ื›ืœ ืžื—ื–ื•ืจ ื”ื—ื™ื™ื.

  4. ืฉื›ื‘ื” 4

    ืฉืขืจ PII / ืžื“ื™ื ื™ื•ืช

    ื”ื’ืœืื™ ื‘ืŸ ืืจื‘ืข ื”ืฉื›ื‘ื•ืช ืžืžืกืš ื ืชื•ื ื™ื ืจื’ื™ืฉื™ื ื•ืžื—ื™ืœ ืืช ื”ืžื“ื™ื ื™ื•ืช ืฉืœื›ื ืœืคื ื™ ืฉื˜ื•ืงืŸ ื›ืœืฉื”ื• ืžื•ืจืฉื” ืœืฆืืช ื”ื—ื•ืฆื”.

  5. ืœื™ื‘ื”

    ื‘ืงืฉื” ื•ื”ืกืงื”

    ื‘ืงืฉื•ืช ื’ื•ืœืžื™ื•ืช ื•ื”ืกืงื” ืžืงื•ืžื™ืช ื—ื™ื•ืช ื‘ืžืจื›ื– ื”ืื˜ื•ื โ€” ืžืขื•ื‘ื“ื•ืช ื‘ืชื•ืš ื”ื’ื‘ื•ืœ, ืœืขื•ืœื ืœื ืžืขื‘ืจ ืœื•.

ื”ื’ื‘ื•ืœ ื”ื•ื ื”ืืจื›ื™ื˜ืงื˜ื•ืจื”, ืœื ื”ื’ื“ืจื”. ื–ื™ื”ื•ื™, ืžื™ืกื•ืš ื•ื”ืกืงื” ืจืฆื™ื ื‘ืชื•ืš ื”ืคืจื™ืžื˜ืจ ืฉืืชื ืฉื•ืœื˜ื™ื ื‘ื• โ€” ืจืง ื‘ืงืฉื•ืช ืžื ื•ืงื•ืช ืžื’ื™ืขื•ืช ืื™ ืคืขื ืœืžื•ื“ืœ ื—ื™ืฆื•ื ื™.

ื™ื›ื•ืœื•ืช

ื‘ื ื•ื™ ืœ-AI ืจื™ื‘ื•ื ื™

4
ืฉื›ื‘ื•ืช ื–ื™ื”ื•ื™ ืขืฆืžืื™ื•ืช ืœื›ืœ ื‘ืงืฉื”
0
ื˜ื•ืงื ื™ PII ื’ื•ืœืžื™ื™ื ื™ื•ืฆืื™ื ืืœ ืžื•ื“ืœื™ื ื—ื™ืฆื•ื ื™ื™ื
BYOK
ื”ืžืคืชื—ื•ืช ืฉืœื›ื ืฉืœ Claude, GPT ืื• Gemini
On-prem
ืžื™ืงื•ื ื”ื ืชื•ื ื™ื ื‘ืชื•ืš ื”ืคืจื™ืžื˜ืจ ืฉืœื›ื

ืืœื” ื™ื›ื•ืœื•ืช ื”ืคืœื˜ืคื•ืจืžื”, ืœื ืžื“ื“ื™ ืœืงื•ื—ื•ืช. ื”ืžืกืคืจื™ื ืžืชืืจื™ื ื›ื™ืฆื“ ื”ืžืขืจื›ืช ืชื•ื›ื ื ื” ืœืคืขื•ืœ, ื•ืžืื•ืžืชื™ื ื‘ืคื™ื™ืœื•ื˜ ืฉืœื›ื.

ืื‘ื˜ื—ื• ืืช ืฉื›ื‘ืช ื”-AI

ื”ืฆื™ื‘ื• ื ื™ืงื•ื™ ืœืคื ื™ ื›ืœ ืžื•ื“ืœ

ืกืคืจื• ืœื ื• ืขืœ ื”ืกื˜ืืง ื•ื“ืจื™ืฉื•ืช ื”ืฆื™ื•ืช ืฉืœื›ื. ื ื—ื–ื™ืจ ื”ืฆืขื” ืฉืžืจืื” ื‘ื“ื™ื•ืง ื›ื™ืฆื“ ื”ื‘ืงืฉื•ืช ืžืžื•ืกื›ื•ืช ื•ื”ื™ื›ืŸ ื”ื ืชื•ื ื™ื ืฉืœื›ื ื ืฉืืจื™ื.

ื‘ืงืฉืช ื”ืฆืขื”ืื‘ื˜ื—ืช ื”ืคืœื˜ืคื•ืจืžื”