| Pricing and segment | Starter/Essentials/The Works packages with request-pricing and a per-technician model. | Personal Core/Max and Team Connect/Grow with visible monthly/annual price, seats, credits, and storage. | Aibo must protect AI/support margin without hiding the entry point for LATAM contractors. |
| Intake, CRM, and opportunities | Call booking, CRM, leads, pipeline, proposals, campaigns, and commercial follow-up. | Request, customer, contact, site, equipment, source, history, and simple next action. | Advanced marketing and campaigns stay in the public site and admin flows; the operations app stays focused. |
| Schedule and dispatch | Scheduling, dispatch, route/GPS, advanced board, capacity, and Pro products. | Mobile schedule, assignment, priority, map, visible changes, and reviewable dispatch recommendation. | Advanced route/GPS requires provider setup, consent, plan gate, privacy controls, and audit trail. |
| Mobile technician | Mobile app, mobile estimates, forms, service tasking, field findings, scanning, and timekeeping. | Offline-aware order with checklist, photos, signature, materials, time, report, and gaps. | Ludo IA helps complete context, but does not replace technical review or human approval. |
| Quote, proforma, and documents | Pricebook, estimates, proposals, invoicing, payments, financing, and advanced documents. | Quotes, proformas, internal drafts, exports, and handoff to an authorized accounting/fiscal provider. | Aibo does not collect physical-service payments or issue official fiscal documents without a verified provider. |
| Cost, inventory, and finance | Job costing, budget vs actuals, inventory, purchase orders, AR/AP, and accounting integrations. | Materials, basic inventory, time, simple cost, role-based margin, and profitability reports. | Cost and margin visibility follow permission; global accounting connections are audited. |
| Customer and communication | Online booking, Two Way SMS, automated alerts, tech tracking, and customer web access. | WhatsApp-aware templates, customer summary, links/exports, and provider-gated conversation. | Automatic messages require opt-in, provider setup, audit trail, and review where needed. |
| AI and recommendations | Atlas, Titan Intelligence, invoice summary/email generators, review replies, and price insights. | Ludo IA for gaps, reports, proforma, suggested reply, priority, and admin summary. | Aibo should keep explainability, human approval, and clear data/connection limits. |
| Company scale and extensibility | APIs, marketplace, partner integrations, project tracking, memberships, and multi-location controls. | OAuth-first personal/global connections, audit trail, disconnect, permissions, exports, and market architecture. | Public API, complex projects, and enterprise controls activate after SMB and mid-market teams are solid. |