{
  "schema_version": "1.0.0",
  "id": "ais-partners-public-offer",
  "name": "AIS candidate-selection research support",
  "updated_at": "2026-09-24",
  "intended_canonical_url": "https://ais.partners/",
  "publication_status": "published",
  "audience": [
    "Pharmaceutical research teams",
    "Biotechnology research teams"
  ],
  "reader_roles": [
    "Scientific lead",
    "Translational researcher",
    "Computational scientist",
    "Data engineer",
    "Portfolio decision-maker",
    "Business development",
    "Procurement",
    "Legal",
    "Security",
    "Executive sponsor"
  ],
  "problem": "More molecular candidates than a team can afford to investigate at its next research stage.",
  "offer": "AIS proposes a smaller, prioritised shortlist with traceable reasons, uncertainty and exclusions for partner expert review.",
  "availability": "proposed_service_evaluation_pending",
  "inputs": [
    "Defined research question",
    "Candidate pool",
    "Existing evidence the partner is entitled to use",
    "Intended next decision",
    "Agreed shortlist budget"
  ],
  "outputs": [
    "Scientific decision brief",
    "Prioritised candidate table",
    "Evidence and uncertainty records",
    "Versioned structured evidence file"
  ],
  "service_modules": [
    {
      "id": "module-1",
      "name": "Candidate selection",
      "status": "proposed",
      "inputs": "Candidate pool, available evidence, decision gate and shortlist budget.",
      "outputs": "Prioritised shortlist with reasons and recorded exclusions.",
      "boundary": "No fixed reduction ratio or clinical eligibility claim."
    },
    {
      "id": "module-2",
      "name": "Evidence packaging",
      "status": "proposed",
      "inputs": "Agreed source material and data rights.",
      "outputs": "Human decision brief, evidence references and an input/output record.",
      "boundary": "Source quality and missing evidence remain visible."
    },
    {
      "id": "module-3",
      "name": "Uncertainty review",
      "status": "proposed",
      "inputs": "Conflicting, incomplete or limited evidence.",
      "outputs": "Explicit uncertainties, gaps and questions for expert review.",
      "boundary": "No confidence level or probability is invented."
    },
    {
      "id": "module-4",
      "name": "Machine ingestion",
      "status": "proposed",
      "inputs": "Agreed receiving format and evidence fields.",
      "outputs": "Versioned structured file with stable candidate IDs and evidence references.",
      "boundary": "An example schema does not establish integration with your systems."
    },
    {
      "id": "module-5",
      "name": "Pilot evaluation",
      "status": "proposed",
      "inputs": "Licensed historical or public data and a predeclared comparison.",
      "outputs": "Evaluation report against agreed measures, including misses and limitations.",
      "boundary": "A proposed pilot is not a successful result."
    }
  ],
  "decision_boundary": "Partner experts retain scientific, clinical, regulatory and investment decisions. AIS does not certify clinical eligibility or authorise microdosing.",
  "illustrative_scenario": {
    "pool_size": 100,
    "shortlist_size": 10,
    "is_performance_result": false,
    "is_fixed_ratio": false
  },
  "evidence_status": {
    "offer_definition": "prepared",
    "synthetic_samples": "format_examples_only",
    "scientific_performance": "not_established",
    "comparative_superiority": "not_established",
    "clinical_suitability": "not_established",
    "pilot": "proposed_not_run"
  },
  "company": {
    "public_name": "AIS",
    "information_url": "https://ais.partners/pilot/#contact"
  },
  "contact_route": {
    "status": "enquiry_form",
    "url": "https://ais.partners/pilot/#contact",
    "mailbox": null,
    "next_step": "Send an enquiry using the contact form.",
    "information_url": "https://ais.partners/pilot/#contact"
  },
  "disclosure_stages": [
    "Public overview and synthetic examples",
    "Scientific and data-team scope review",
    "Controlled conversation and suitable agreement before confidential transfer"
  ],
  "provenance": {
    "description": "AIS-authored proposed offer and synthetic format examples; no private archive material or scientific result is included.",
    "public_explanation_url": "https://ais.partners/evidence/",
    "synthetic_example_url": "https://ais.partners/sample/"
  },
  "machine_resources": {
    "offer": "/offer.v1.json",
    "offer_schema": "/offer.schema.v1.json",
    "synthetic_manifest": "/samples/candidate-manifest.v1.json",
    "manifest_schema": "/samples/candidate-manifest.schema.v1.json",
    "synthetic_evidence": "/samples/synthetic-evidence.v1.json"
  }
}