RIGGSWARE
Riggware
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Data OperationsDeepSeek-V4.1-Flash + GLM-5.3Edge Worker / Serverless

CRM Enricher

DeepSeek-V4.1-Flash + GLM-5.3 pipeline backfilling records in real time.

High-throughput data hygiene engine using DeepSeek-V4.1-Flash and Zhipu AI’s GLM-5.3. Detects company size, tech stack dependencies, revenue tiers, and verified MX delivery status with sub-cent inference cost.

Quick Install via CLI
$npx @riggware/agent install crm-enricher
01Execution workflow
Step 01

Field Audit

Detects empty required fields on newly created records.

Step 02

Dual-Engine Query

GLM-5.3 and DeepSeek-V4.1-Flash verify MX records, company directory, and firmographics.

Step 03

Patch Record

Updates CRM database atomically and marks record as verified.

02Required inputs
  • 01Raw lead record
  • 02CRM webhook event
03Deterministic outputs
  • 01Validated email & phone
  • 02Firmographic tags
  • 03HQ location
  • 04Annual revenue tier
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