AI Sales Agent Development Services

from pydantic import BaseModel, EmailStr, Field
import httpx
import asyncio

class LeadEnrichmentSchema(BaseModel):
  email: EmailStr
  company_domain: str
  job_title: str
  employee_count: int = Field(default=0)

class ValidatedEmailDraft(BaseModel):
  subject: str = Field(..., max_length=60)
  body: str = Field(..., max_length=600)
  contains_unverified_claim: bool = False

async def enrich_lead(email: str, domain: str) -> LeadEnrichmentSchema:
  # Query enrichment provider (e.g. Apollo / Clearbit API)
  # async with httpx.AsyncClient() as client:
  #     res = await client.get(f"https://api.apollo.io/v1/people/match?email={email}")
  return LeadEnrichmentSchema(
      email=email,
      company_domain=domain,
      job_title="VP of Engineering",
      employee_count=250
  )

def verify_email_guardrails(draft: ValidatedEmailDraft) -> bool:
  if draft.contains_unverified_claim or "100% guaranteed" in draft.body.lower():
      return False
  return True

# Example execution flow
# lead = asyncio.run(enrich_lead("vp@enterprise.com", "enterprise.com"))