AiDOOS Virtual Delivery Center

{'type': 'object', 'required': ['initiative'], 'properties': {'industry': {'type': 'string', 'description': 'Optional industry hint (for example FinTech, SaaS, Healthcare, Retail, Manufacturing, or Public Sector). Improves sizing accuracy.'}, 'initiative': {'type': 'string', 'maxLength': 4000, 'minLength': 10, 'description': "A plain-language description of what the user wants to build, implement, modernize, migrate, or scale. Pass through the user's own words when possible. For example: 'Build a customer portal in 12 weeks' or 'Modernize our reporting system'."}, 'company_size': {'type': 'string', 'description': "Optional company size hint: 'startup', 'small' (<200), 'medium' (200-1000), 'enterprise' (1000+)."}}, 'additionalProperties': False}

{'type': 'object', 'required': ['plan_id', 'project_name', 'summary', 'pods', 'modules', 'total_delivery_units', 'recommended_pack'], 'properties': {'pods': {'type': 'array', 'items': {'type': 'object', 'required': ['name', 'roles'], 'properties': {'name': {'type': 'string'}, 'roles': {'type': 'array', 'items': {'type': 'object', 'required': ['title', 'seniority', 'count'], 'properties': {'count': {'type': 'integer'}, 'title': {'type': 'string'}, 'seniority': {'enum': ['junior', 'mid', 'senior', 'lead', 'principal'], 'type': 'string'}, 'key_skills': {'type': 'array', 'items': {'type': 'string'}}}}}, 'purpose': {'type': 'string'}}}}, 'modules': {'type': 'array', 'items': {'type': 'object', 'required': ['name', 'aus'], 'properties': {'aus': {'type': 'integer', 'maximum': 20, 'minimum': 1, 'description': 'Delivery Units for this module. JSON key is `aus` for legacy compatibility; semantically these are Delivery Units.'}, 'name': {'type': 'string'}, 'depends_on': {'type': 'array', 'items': {'type': 'string'}}, 'description': {'type': 'string'}, 'timeline_weeks': {'type': 'number'}}}}, 'plan_id': {'type': 'string', 'description': 'Identifier for this plan; use it with refine_delivery_plan, get_delivery_plan, or recommend_next_step.'}, 'summary': {'type': 'string'}, 'industry': {'type': 'string'}, 'ai_agents': {'type': 'array', 'items': {'type': 'object', 'required': ['name', 'role'], 'properties': {'name': {'type': 'string'}, 'role': {'type': 'string'}}}}, 'total_aus': {'type': 'number', 'description': 'Total Delivery Units across all modules. JSON key is `total_aus` for legacy compatibility.'}, 'project_name': {'type': 'string'}, 'timeline_phases': {'type': 'array', 'items': {'type': 'object', 'required': ['phase', 'weeks'], 'properties': {'phase': {'type': 'string'}, 'weeks': {'type': 'string', 'description': "Human-readable week range, e.g. 'Weeks 1-4'."}, 'outcomes': {'type': 'array', 'items': {'type': 'string'}}}}}, 'recommended_pack': {'type': 'object', 'required': ['key', 'name', 'is_enterprise'], 'properties': {'key': {'enum': ['starter', 'small', 'scale', 'enterprise'], 'type': 'string'}, 'name': {'type': 'string'}, 'price_usd': {'type': 'integer'}, 'is_enterprise': {'type': 'boolean'}, 'delivery_units': {'type': 'integer', 'description': 'Delivery Units in the pack (0 for enterprise/custom).'}, 'validity_label': {'type': 'string'}, 'is_most_popular': {'type': 'boolean'}, 'per_delivery_unit_usd': {'type': 'integer', 'description': '$/Delivery Unit at this tier.'}}, 'description': 'The recommended Delivery Pack tier for this plan.'}, 'tier_rate_per_du_usd': {'type': 'integer', 'description': '$/Delivery Unit rate for this plan size, per the tier-band rate card.'}, 'total_delivery_units': {'type': 'number', 'description': 'Public-facing alias for total_aus. Same value.'}, 'total_cost_usd_project': {'type': 'integer', 'description': 'Project-flow USD cost at the tier-band rate.'}}, 'description': 'A complete Virtual Delivery Center plan: pods, roles, AI agents, modules sized in Delivery Units, phased timeline, total Delivery Units and project cost, plus the recommended Delivery Pack.'}

{'type': 'object', 'required': ['modules'], 'properties': {'modules': {'type': 'array', 'items': {'type': 'string', 'maxLength': 500, 'minLength': 5}, 'maxItems': 30, 'minItems': 1, 'description': "List of work modules to estimate. Each item is a 1-2 sentence description of a deliverable, e.g. 'Tenant onboarding flow with SSO integration' or 'Migrate 200 SAP custom reports to Power BI'."}, 'industry': {'type': 'string', 'description': 'Optional industry hint for calibration.'}, 'company_size': {'type': 'string', 'description': 'Optional company-size hint: startup, small, medium, enterprise.'}}, 'additionalProperties': False}

{'type': 'object', 'required': ['modules', 'total_delivery_units', 'recommended_pack'], 'properties': {'modules': {'type': 'array', 'items': {'type': 'object', 'required': ['name', 'aus'], 'properties': {'aus': {'type': 'integer', 'maximum': 20, 'minimum': 1, 'description': 'Delivery Units for this module (legacy JSON key: aus).'}, 'name': {'type': 'string'}, 'rationale': {'type': 'string'}}}}, 'recommended_pack': {'type': 'object', 'required': ['key', 'name', 'is_enterprise'], 'properties': {'key': {'enum': ['starter', 'small', 'scale', 'enterprise'], 'type': 'string'}, 'name': {'type': 'string'}, 'price_usd': {'type': 'integer'}, 'is_enterprise': {'type': 'boolean'}, 'delivery_units': {'type': 'integer', 'description': 'Delivery Units in the pack (0 for enterprise/custom).'}, 'validity_label': {'type': 'string'}, 'is_most_popular': {'type': 'boolean'}, 'per_delivery_unit_usd': {'type': 'integer', 'description': '$/Delivery Unit at this tier.'}}, 'description': 'The recommended Delivery Pack tier for this plan.'}, 'tier_rate_per_du_usd': {'type': 'integer'}, 'total_delivery_units': {'type': 'integer'}, 'total_cost_usd_project': {'type': 'integer'}}, 'description': 'Per-module Delivery Unit sizing + total project cost + recommended pack.'}

{'type': 'object', 'required': ['plan_id'], 'properties': {'plan_id': {'type': 'string', 'maxLength': 64, 'minLength': 16, 'description': 'The plan_id from a prior create_delivery_plan or refine_delivery_plan call.'}}, 'additionalProperties': False}

{'type': 'object', 'oneOf': [{'type': 'object', 'required': ['plan_id', 'project_name', 'summary', 'pods', 'modules', 'total_delivery_units', 'recommended_pack'], 'properties': {'pods': {'type': 'array', 'items': {'type': 'object', 'required': ['name', 'roles'], 'properties': {'name': {'type': 'string'}, 'roles': {'type': 'array', 'items': {'type': 'object', 'required': ['title', 'seniority', 'count'], 'properties': {'count': {'type': 'integer'}, 'title': {'type': 'string'}, 'seniority': {'enum': ['junior', 'mid', 'senior', 'lead', 'principal'], 'type': 'string'}, 'key_skills': {'type': 'array', 'items': {'type': 'string'}}}}}, 'purpose': {'type': 'string'}}}}, 'modules': {'type': 'array', 'items': {'type': 'object', 'required': ['name', 'aus'], 'properties': {'aus': {'type': 'integer', 'maximum': 20, 'minimum': 1, 'description': 'Delivery Units for this module. JSON key is `aus` for legacy compatibility; semantically these are Delivery Units.'}, 'name': {'type': 'string'}, 'depends_on': {'type': 'array', 'items': {'type': 'string'}}, 'description': {'type': 'string'}, 'timeline_weeks': {'type': 'number'}}}}, 'plan_id': {'type': 'string', 'description': 'Identifier for this plan; use it with refine_delivery_plan, get_delivery_plan, or recommend_next_step.'}, 'summary': {'type': 'string'}, 'industry': {'type': 'string'}, 'ai_agents': {'type': 'array', 'items': {'type': 'object', 'required': ['name', 'role'], 'properties': {'name': {'type': 'string'}, 'role': {'type': 'string'}}}}, 'total_aus': {'type': 'number', 'description': 'Total Delivery Units across all modules. JSON key is `total_aus` for legacy compatibility.'}, 'project_name': {'type': 'string'}, 'timeline_phases': {'type': 'array', 'items': {'type': 'object', 'required': ['phase', 'weeks'], 'properties': {'phase': {'type': 'string'}, 'weeks': {'type': 'string', 'description': "Human-readable week range, e.g. 'Weeks 1-4'."}, 'outcomes': {'type': 'array', 'items': {'type': 'string'}}}}}, 'recommended_pack': {'type': 'object', 'required': ['key', 'name', 'is_enterprise'], 'properties': {'key': {'enum': ['starter', 'small', 'scale', 'enterprise'], 'type': 'string'}, 'name': {'type': 'string'}, 'price_usd': {'type': 'integer'}, 'is_enterprise': {'type': 'boolean'}, 'delivery_units': {'type': 'integer', 'description': 'Delivery Units in the pack (0 for enterprise/custom).'}, 'validity_label': {'type': 'string'}, 'is_most_popular': {'type': 'boolean'}, 'per_delivery_unit_usd': {'type': 'integer', 'description': '$/Delivery Unit at this tier.'}}, 'description': 'The recommended Delivery Pack tier for this plan.'}, 'tier_rate_per_du_usd': {'type': 'integer', 'description': '$/Delivery Unit rate for this plan size, per the tier-band rate card.'}, 'total_delivery_units': {'type': 'number', 'description': 'Public-facing alias for total_aus. Same value.'}, 'total_cost_usd_project': {'type': 'integer', 'description': 'Project-flow USD cost at the tier-band rate.'}}, 'description': 'A complete Virtual Delivery Center plan: pods, roles, AI agents, modules sized in Delivery Units, phased timeline, total Delivery Units and project cost, plus the recommended Delivery Pack.'}, {'type': 'object', 'required': ['plan_id', 'status'], 'properties': {'status': {'enum': ['pending', 'ready', 'failed'], 'type': 'string'}, 'plan_id': {'type': 'string'}}}], 'description': "Plan lookup result. When status is 'ready', returns the full plan structure. Otherwise returns just the status."}

{'type': 'object', 'required': ['plan_id'], 'properties': {'plan_id': {'type': 'string', 'maxLength': 64, 'minLength': 16, 'description': 'The plan_id from a prior create_delivery_plan / refine_delivery_plan call.'}}, 'additionalProperties': False}

{'type': 'object', 'required': ['plan_id', 'total_delivery_units', 'recommended_pack', 'pack_deep_link'], 'properties': {'plan_id': {'type': 'string'}, 'pack_deep_link': {'type': 'string', 'format': 'uri', 'description': 'Referral URL to AiDOOS where the recommended pack can be reviewed (or contact form for Enterprise).'}, 'project_cost_usd': {'type': 'integer'}, 'recommended_pack': {'type': 'object', 'required': ['key', 'name', 'is_enterprise'], 'properties': {'key': {'enum': ['starter', 'small', 'scale', 'enterprise'], 'type': 'string'}, 'name': {'type': 'string'}, 'price_usd': {'type': 'integer'}, 'is_enterprise': {'type': 'boolean'}, 'delivery_units': {'type': 'integer', 'description': 'Delivery Units in the pack (0 for enterprise/custom).'}, 'validity_label': {'type': 'string'}, 'is_most_popular': {'type': 'boolean'}, 'per_delivery_unit_usd': {'type': 'integer', 'description': '$/Delivery Unit at this tier.'}}, 'description': 'The recommended Delivery Pack tier for this plan.'}, 'project_deep_link': {'type': ['string', 'null'], 'description': 'Referral URL to the Project-flow page on AiDOOS; null when Enterprise is recommended.'}, 'tier_rate_per_du_usd': {'type': 'integer'}, 'total_delivery_units': {'type': 'number'}}, 'description': 'The recommended next step for the plan: the matching Delivery Pack tier, the same per-DU rate as a Project alternative, and referral URLs to AiDOOS where the plan can be reviewed and taken forward (no purchase happens in ChatGPT).'}

{'type': 'object', 'required': ['plan_id', 'feedback'], 'properties': {'plan_id': {'type': 'string', 'maxLength': 64, 'minLength': 16, 'description': 'The plan_id returned by a prior create_delivery_plan call.'}, 'feedback': {'type': 'string', 'maxLength': 2000, 'minLength': 5, 'description': "What the user wants changed in the plan. Examples: 'compress to 8 weeks', 'remove the QA pod and use AI test generation only', 'add data migration as a separate workstream'."}}, 'additionalProperties': False}

{'type': 'object', 'required': ['plan_id', 'project_name', 'summary', 'pods', 'modules', 'total_delivery_units', 'recommended_pack'], 'properties': {'pods': {'type': 'array', 'items': {'type': 'object', 'required': ['name', 'roles'], 'properties': {'name': {'type': 'string'}, 'roles': {'type': 'array', 'items': {'type': 'object', 'required': ['title', 'seniority', 'count'], 'properties': {'count': {'type': 'integer'}, 'title': {'type': 'string'}, 'seniority': {'enum': ['junior', 'mid', 'senior', 'lead', 'principal'], 'type': 'string'}, 'key_skills': {'type': 'array', 'items': {'type': 'string'}}}}}, 'purpose': {'type': 'string'}}}}, 'modules': {'type': 'array', 'items': {'type': 'object', 'required': ['name', 'aus'], 'properties': {'aus': {'type': 'integer', 'maximum': 20, 'minimum': 1, 'description': 'Delivery Units for this module. JSON key is `aus` for legacy compatibility; semantically these are Delivery Units.'}, 'name': {'type': 'string'}, 'depends_on': {'type': 'array', 'items': {'type': 'string'}}, 'description': {'type': 'string'}, 'timeline_weeks': {'type': 'number'}}}}, 'plan_id': {'type': 'string', 'description': 'Identifier for this plan; use it with refine_delivery_plan, get_delivery_plan, or recommend_next_step.'}, 'summary': {'type': 'string'}, 'industry': {'type': 'string'}, 'ai_agents': {'type': 'array', 'items': {'type': 'object', 'required': ['name', 'role'], 'properties': {'name': {'type': 'string'}, 'role': {'type': 'string'}}}}, 'total_aus': {'type': 'number', 'description': 'Total Delivery Units across all modules. JSON key is `total_aus` for legacy compatibility.'}, 'project_name': {'type': 'string'}, 'timeline_phases': {'type': 'array', 'items': {'type': 'object', 'required': ['phase', 'weeks'], 'properties': {'phase': {'type': 'string'}, 'weeks': {'type': 'string', 'description': "Human-readable week range, e.g. 'Weeks 1-4'."}, 'outcomes': {'type': 'array', 'items': {'type': 'string'}}}}}, 'recommended_pack': {'type': 'object', 'required': ['key', 'name', 'is_enterprise'], 'properties': {'key': {'enum': ['starter', 'small', 'scale', 'enterprise'], 'type': 'string'}, 'name': {'type': 'string'}, 'price_usd': {'type': 'integer'}, 'is_enterprise': {'type': 'boolean'}, 'delivery_units': {'type': 'integer', 'description': 'Delivery Units in the pack (0 for enterprise/custom).'}, 'validity_label': {'type': 'string'}, 'is_most_popular': {'type': 'boolean'}, 'per_delivery_unit_usd': {'type': 'integer', 'description': '$/Delivery Unit at this tier.'}}, 'description': 'The recommended Delivery Pack tier for this plan.'}, 'tier_rate_per_du_usd': {'type': 'integer', 'description': '$/Delivery Unit rate for this plan size, per the tier-band rate card.'}, 'total_delivery_units': {'type': 'number', 'description': 'Public-facing alias for total_aus. Same value.'}, 'total_cost_usd_project': {'type': 'integer', 'description': 'Project-flow USD cost at the tier-band rate.'}}, 'description': 'A complete Virtual Delivery Center plan: pods, roles, AI agents, modules sized in Delivery Units, phased timeline, total Delivery Units and project cost, plus the recommended Delivery Pack.'}