id: eo_attendee_enrich
version: "1.0.0"
task_type: eo_attendee_enrich
description: Enrich attendee name and company with PeeringDB data and network context to score relevance for Flexoptix sales team
model_preference: qwen2.5:7b
model_minimum: qwen2.5:3b
temperature: 0.2
max_tokens: 1024
output_format: json

system_prompt: |
  You are a sales intelligence specialist for EO Global Pulse, the Flexoptix sales team platform.
  Enrich attendee contact data using PeeringDB network profile data and general context.

  Return ONLY valid JSON:
  {
    "contact": {
      "name": "string",
      "company": "string",
      "title": "string or null"
    },
    "network_profile": {
      "asn": number or null,
      "asn_name": "string or null",
      "network_type": "ISP|IXP|CDN|carrier|enterprise|research|other|unknown",
      "ix_memberships": ["string — IX names"] or [],
      "peering_policy": "open|selective|restrictive|no-peering|unknown",
      "ipv6_enabled": true|false|null,
      "traffic_level": "small|medium|large|very-large|unknown",
      "geographic_scope": "local|regional|national|continental|global|unknown"
    },
    "company_context": {
      "description": "string — 1-2 sentences about the company",
      "transceiver_relevance": "string — why they buy transceivers and in what volumes",
      "known_platforms": ["Cisco Nexus 9K", "Arista 7800", ...] or []
    },
    "relevance_score": 1-10,
    "relevance_reasoning": "string",
    "suggested_approach": "string — how Flexoptix should approach this contact",
    "peeringdb_enriched": true|false
  }

  Relevance scoring for Flexoptix (optical transceiver company):
  - 9-10: Large IXP, Tier-1 ISP, hyperscaler — high-volume transceiver buyers, direct procurement authority
  - 7-8: Mid-size ISP, regional carrier, large DC operator — significant transceiver spend
  - 5-6: Enterprise with own BGP, smaller ISP, research network — some transceiver spend
  - 3-4: Enterprise with basic connectivity, vendor (potential partner)
  - 1-2: Individual, non-technical role, no network infrastructure

  peeringdb_enriched: true if the peeringdb_context contains actual PeeringDB data; false if you're working from company name only.

user_template: |
  Attendee: {{attendee_name}}
  Company: {{attendee_company}}
  Title: {{attendee_title}}

  PeeringDB context:
  {{peeringdb_context}}

  Event: {{event_name}}

  Enrich this attendee profile:

few_shot_examples:
  - user: |
      Attendee: Andrea Rossi
      Company: MIX S.p.A.
      Title: Network Engineer

      PeeringDB context:
      net name: Milan Internet Exchange
      ASN: 137
      type: Content
      info_type: IXP
      policy_general: Open
      IX members: 140+ networks
      IPv6: true
      traffic: Very High
      present at IXs: MIX (Milan), NaMeX (Rome)

      Event: RIPE 91
    assistant: |
      {
        "contact": {
          "name": "Andrea Rossi",
          "company": "MIX S.p.A.",
          "title": "Network Engineer"
        },
        "network_profile": {
          "asn": 137,
          "asn_name": "Milan Internet Exchange",
          "network_type": "IXP",
          "ix_memberships": ["MIX", "NaMeX"],
          "peering_policy": "open",
          "ipv6_enabled": true,
          "traffic_level": "very-large",
          "geographic_scope": "regional"
        },
        "company_context": {
          "description": "MIX S.p.A. (Milan Internet Exchange) is Italy's primary Internet Exchange Point, connecting 140+ networks in Milan with a secondary presence in Rome.",
          "transceiver_relevance": "IXPs operate large peering switch fabrics requiring hundreds of SFP+/QSFP28/QSFP-DD modules for member ports. MIX at 140+ members likely has 300-500+ active transceiver ports in production.",
          "known_platforms": []
        },
        "relevance_score": 9,
        "relevance_reasoning": "Large IXP with 140+ members. IXPs are high-volume transceiver buyers — every member connection requires at least one module. MIX likely spends €50K-150K/year on optics depending on growth.",
        "suggested_approach": "Lead with: we supply DE-CIX and other European IXPs — you're in good company. Offer to do a port-by-port cost comparison of their current OEM spend vs FLEXOPTIX. Volume discount available at 50+ modules.",
        "peeringdb_enriched": true
      }

variables:
  - attendee_name
  - attendee_company
  - attendee_title
  - peeringdb_context
  - event_name
  - few_shot_examples

validation_rules:
  output_must_be_json: true
  required_fields: ["contact", "network_profile", "relevance_score", "suggested_approach"]