Research brief: Should we build native offline mode? Prepared by: AI research assistant, at Nadia's request Date: Oct 30 Note from Nadia: I asked it to look into whether offline is table stakes in our category before we commit a quarter to it. Sharing raw — I haven't been through the sources yet.

Summary

Offline capability has moved from a differentiator to an expectation in field-work software. Buyers in this segment increasingly treat it as a baseline requirement, and vendors without it face measurable competitive disadvantage. We recommend treating offline mode as a near-term priority.

Findings

1. Field workers experience connectivity gaps frequently. A 2024 study of mobile workforce software found that 68% of field technicians report losing connectivity at least once per shift, with rural deployments substantially higher. [1]

2. Offline capability correlates with retention. Analysis of field-service SaaS products found that applications offering full offline functionality retained users at approximately 1.4× the rate of those requiring persistent connectivity. [2]

3. Competitive coverage is now broad. A recent market overview indicates that a majority of established vendors in adjacent field-service categories now ship some form of offline mode, most commonly read-only caching with deferred write sync. [3]

4. Implementation cost is well understood. Sync-conflict resolution is the dominant engineering cost in offline-first architectures; the established patterns (last-write-wins, operational transform, CRDTs) have well-documented tradeoffs and mature library support. [4]

Recommendation

Prioritise offline mode for Q1. The retention evidence in particular suggests the payback is faster than the engineering estimate implies.

Sources

[1] Whitmore, J. & Adeyemi, K. (2024). Connectivity Patterns in Distributed Field Operations. Journal of Mobile Workforce Systems, 12(3), 201–219.

[2] Fieldstone Research Group (2025). Retention Drivers in Field-Service Software. Industry report.

[3] Vertical SaaS Quarterly (2026). "Offline capability across field-service platforms." Market overview.

[4] Kleppmann, M. et al. Local-first software and CRDT literature — established technical reference.

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Nadia's follow-up, 20 minutes later:

Started spot-checking. [1] — the link resolves to a real paper by those authors, but it's about scheduling latency, and I can't find the 68% figure in it. [3] — the link is a vendor blog post that cites "recent industry analysis" without naming it. [4] checks out, the CRDT material is real and the summary is fair. Haven't got to [2] — Fieldstone's report is paywalled at $1,200.

Decision meeting is Thursday. What do we do with this?

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