{
  "$schema": "https://gov.proconnai.com/context.json",
  "generated": "2026-08-12",
  "purpose": "Machine-readable context for LLM tools working on ProconnAI federal contracting. Human version: /llms.txt",

  "company": {
    "legalName": "ProconnAI LLC",
    "uei": "R2WUFZ8X8VU7",
    "cage": "135J7",
    "ein": "92-3789036",
    "formed": "2023-04-26",
    "state": "TX",
    "city": "Conroe",
    "owner": "Ruben Dedman",
    "ownerStatus": "Disabled veteran",
    "businessType": "Single-member LLC",
    "certification": {
      "sdvosb": true,
      "authority": "SBA VetCert",
      "selfCertified": false
    },
    "email": "ruben@proconnai.com",
    "phone": "+1-832-408-3114",
    "web": "https://gov.proconnai.com"
  },

  "strategy": {
    "targetAgency": "Department of Veterans Affairs",
    "primaryMotion": "subcontract to primes holding VA work",
    "secondaryMotion": "teaming and mentor-protege joint ventures with SDVOSBs",
    "privateSector": "winding down",
    "audiences": ["VA contracting officers", "primes on VA task orders", "other SDVOSBs"]
  },

  "capabilities": [
    {
      "area": "AI engineering",
      "skills": ["agentic systems", "voice agents", "patient access and scheduling", "RAG", "pgvector", "PHI redaction", "audit logging", "open-weight models"]
    },
    {
      "area": "Software engineering",
      "skills": ["web applications", "mobile applications", "Next.js", "TypeScript", "React", "APIs", "HL7 FHIR", "Epic FHIR", "legacy data consolidation"]
    },
    {
      "area": "Network engineering",
      "skills": ["Cisco ecosystem infrastructure", "network automation", "YANG", "NETCONF", "RESTCONF", "enterprise Wi-Fi", "Terraform", "private network architecture"]
    },
    {
      "area": "Cybersecurity and zero trust",
      "skills": ["NIST CSF", "NIST 800-53", "CISA Zero Trust Maturity Model", "cATO", "control validation", "secrets management"]
    }
  ],

  "deploymentPosture": ["single-tenant", "on-premise", "air-gapped"],

  "naics": {
    "primary": "541512",
    "active": ["541512", "541511", "541513", "541519", "518210"],
    "removed": ["541611", "541613", "541690", "541715", "541820"],
    "excludedDeliberately": {
      "541330": "Engineering Services — means engineering-and-construction; not pursued. Network/software/AI engineering are covered by the 541-series IT codes."
    }
  },
  "psc": ["DJ01", "DA01", "DA10", "DG01", "D399"],

  "complianceRules": [
    "No fabricated certifications. FedRAMP and ATO are roadmap posture only.",
    "Cisco: experience only. No partner agreement, no current certifications. Never write 'Cisco Partner', 'Cisco Certified', CCNA, CCNP or DevNet.",
    "No invented contract history, dates, values or testimonials.",
    "Third-party performance figures must be labeled as published benchmarks, never ProconnAI metrics.",
    "Federal-facing copy is third person, outcome-first, no emoji, no hype."
  ],

  "pastPerformance": [
    { "title": "Healthcare voice AI under executed HIPAA BAA", "tags": ["HIPAA", "BAA", "voice", "production"] },
    { "title": "FHIR-integrated scheduling agent against Epic", "tags": ["FHIR R4", "Epic", "multilingual"] },
    { "title": "Secure AI data platform on PostgreSQL + pgvector", "tags": ["RAG", "pgvector", "CI/CD"] },
    { "title": "Network automation lab", "tags": ["YANG", "NETCONF", "RESTCONF", "Terraform"] },
    { "title": "Sovereign self-hosted voice infrastructure", "tags": ["on-premise", "air-gap ready"] }
  ],

  "vehicles": [
    { "name": "GSA MAS IT", "sins": ["54151S", "518210C", "54151HACS"], "status": "open", "route": "direct offer via FASt Lane and Startup Springboard", "note": "The only vehicle ProconnAI can enter directly." },
    { "name": "VA T4NG2", "status": "closed", "route": "subcontract or mentor-protege JV", "primes": 33, "sdvosbEligiblePrimes": 17, "ceiling": "60700000000" },
    { "name": "NASA SEWP VI", "status": "awarded", "route": "teaming only", "popStart": "2026-11-01", "popEnd": "2036-10-31" },
    { "name": "GSA Polaris SDVOSB Pool", "status": "closed", "route": "watch for refresh" },
    { "name": "GSA VETS 2", "status": "closed", "route": "none", "expires": "2028-02-22", "holders": 45 },
    { "name": "OASIS+ SDVOSB", "status": "open_wrong_scope", "route": "skip", "note": "IT is ancillary-only scope under OASIS+." }
  ],

  "teamingArgument": {
    "authority": ["FAR 52.219-14(c)(1)", "VAAR 819.7009"],
    "rule": "On an SDVOSB set-aside services order the prime may not pay more than 50% of the government's payment to firms that are not similarly situated entities.",
    "leverage": "ProconnAI is VetCert-listed, so scope assigned to ProconnAI is excluded from the 50% cap. Adding ProconnAI creates compliance headroom for the prime rather than consuming it."
  },

  "blockers": [
    {
      "id": "sam-expired",
      "severity": "critical",
      "detail": "SAM.gov registration expired 2026-06-06. No award is possible until renewed.",
      "ownerActionRequired": true,
      "reason": "Renewal requires banking/EFT details and TIN validation."
    }
  ],

  "pursuits": [
    { "solicitation": "1232SA26Q1199", "agency": "USDA", "title": "Enterprise Infrastructure and Critical Operations Support", "naics": "518210", "setAside": "SBA", "type": "RFQ", "due": "2026-08-26", "gate": "none" },
    { "solicitation": "SS-75F40126Q00333", "agency": "FDA", "title": "NextGen Cyber Engineering, Operations AI and Unified Services", "naics": "54151", "setAside": "SBA", "type": "sources sought", "due": "2026-09-10", "gate": "none" },
    { "solicitation": "36C10B26Q0654", "agency": "VA", "title": "Cybersecurity Architecture and Engineering Services", "naics": "541512", "setAside": "SDVOSBC", "expectedSolicitation": "2026-08-31", "gate": "GSA MAS HACS" },
    { "solicitation": "36C10B26Q0474", "agency": "VA", "title": "Zero Trust Encryption", "naics": "541519", "setAside": "SDVOSBC", "due": null, "gate": "NASA SEWP" }
  ],

  "outreachTargets": [
    { "name": "V3Gate", "type": "SDVOSB prime", "why": "visible share of VA Technology Acquisition Center awards" },
    { "name": "Alvarez & Associates", "type": "SDVOSB prime", "why": "repeat VA TAC winner" },
    { "name": "T4NG2 SDVOSB-eligible primes", "type": "prime cohort", "why": "hold the VA's IT task order money" },
    { "name": "SEWP VI Group C/D holders", "type": "prime cohort", "why": "VA notices route through SEWP" }
  ]
}