- If an end-to-end field service management system is required
- Robby is positioned as a layer on top of an FSM/CRM rather than a full replacement for dispatch, invoicing, memberships, accounting, and similar core FSM functions. Buyers seeking an all-in-one platform should consider ServiceTitan, Housecall Pro, or Jobber.
- If the organization is not prepared for data/process standardization
- Robby’s output depends on consistent capture and use of job/customer/equipment data. If a company’s pricebook, forms, and job notes are inconsistent, proposal quality may suffer.
- If publicly documented enterprise security/compliance artifacts are required
- If procurement requires a publicly available SOC 2 Type II report, documented ISO certifications, SSO/SCIM specifics, or a security whitepaper, Robby does not publish these artifacts in the reviewed sources.
- If the field sales process requires near-perfect in-field app stability
- Support documentation references crash reporting and bug fixes. For high-stakes in-home selling, buyers should validate stability before broad deployment.
- If the organization is a very small shop
- For many small operators, enterprise-style integrations and onboarding are not cost-effective; vendors with simpler packaging may be a better fit.
- Limited public third-party reviews
- The App Store listing has insufficient ratings and major B2B review platforms do not show a clearly matched Robby product page in accessible search results.
- Security/compliance documentation gaps
- The changelog references a SOC 2 program, but formal certifications or audit reports were not publicly available in reviewed sources.
- Roadmap visibility
- Product updates are visible via the changelog, but a forward-looking roadmap with dates is not publicly documented.
- Technical constraints
- Pitch Pro iPad app requires iPadOS 17.0+.