Convr vs Vouch — Underwriting workstation for US insurance, 2026.
Convr (7 named carriers) and Vouch (4 named carriers) both sit at the underwriting workstation layer. Zero customer overlap in the public roster — they are addressing different segments of the same stack layer.
Last verified 2026-05-29 · methodology
TL;DR
- Convr has 7 publicly-named carrier deployments; Vouch has 4. Both at the underwriting workstation layer.
- Zero customer overlap in the public roster. Convr and Vouch are addressing different carriers within the same stack layer.
- Both classified ai-native on Phidea's generation axis.
- Both independent ownership.
- Analyst coverage: 0 firms cover both, 3 only Convr, 4 only Vouch.
Customer overlap
| Bucket | Count |
|---|---|
| Named on Convr only | 7 |
| Named on Vouch only | 4 |
| Named on both | 0 |
| of which US-named on at least one side | 0 |
Only on Convr
- Zurich North America (US)
- Hiscox USA (US)
- Penn National Insurance (US)
- Encova Insurance (US)
- Selective Insurance (US)
- WCF Insurance (US)
- Columbia Insurance Group (US)
Only on Vouch
- Munich Re (US)
- SiriusPoint (US)
- State National (US)
- Hiscox (US)
Counts derived from 11sourced carrier-deployment entries across both vendor cards. Aggregate-only statements (e.g. “16 of the top 20”) excluded.
Stack position
Ownership and corporate context
Carrier-segment specialization
Analyst coverage differential
Only Convr cited by
- Carrier Management (2020: DataCubes Becomes Convr, and Its CEO Explains Why)
- Reinsurance News (2025: Zurich North America enhances underwriting efficiency with Convr AI)
- PR Newswire (2025: Convr AI Holds the Universe of Commercial Insurance within Submission Ontology)
Only Vouch cited by
- TechCrunch (2021: Startup insurance provider Vouch raises $90M, now valued at $550M)
- Business Insurance (2025: Hiscox to buy two units from Vouch)
- Insurance Journal (2025: Hiscox Agrees to Acquire US Specialist Insurtech)
- Coverager (2024: The Struggles of Vouch)
Recent news (last 12 months)
No news items in the last 12 months for either tool.
Sourced limitations
- Convr's total disclosed funding is approximately $18M across two rounds, ending with the $15.2M Series B in November 2019. No later equity rounds have been publicly announced. That capital base is modest compared to well-funded underwriting automation peers, which may constrain the pace of model development and international expansion.Source: PR Newswire
- Convr is a US commercial P&C specialist. Its submission ontology and carrier integrations are built for the US market — standard and specialty commercial lines. It does not serve personal lines, life, health, or workers' comp as primary lines, and no European or Asia-Pacific carrier deployments have been publicly announced.Source: Convr
- Convr's accuracy claim for machine-read data is 91%, which means roughly 1 in 11 data points still requires human review or correction. For high-volume small commercial portfolios this is workable; for complex middle-market risks with long loss-run histories, residual manual touches remain.Source: Convr
- Convr does not replace a policy administration system or rating engine — it sits upstream of those. Carriers that lack mature APIs into their policy admin stack will need integration work to route the structured output Convr produces into downstream underwriting decisions.Source: Convr
- Vouch is not a software product that carriers or brokers license. From launch in 2019 through 2025 it operated as a digital MGA (rebranded 'Corix' in 2025) and, from 2021, a licensed carrier called Vouch Insurance Company — both of which were sold to Hiscox in August 2025. Vouch Inc. today is a retail insurance broker, not an underwriting workstation a third party can deploy.Source: Hiscox Group
- Vouch's underwriting niche is narrowly defined: US venture-backed startups and high-growth private companies in technology, life sciences, advanced manufacturing and professional services. It does not write construction casualty, personal lines, or mid-market/large-commercial accounts outside the tech-adjacent segment.Source: Vouch
- Trade press coverage in 2024 documented a period of operational stress at Vouch — layoffs, leadership changes and pressure on the loss ratio of the owned carrier — preceding the StartSure acquisition, Series D and ultimate 2025 sale of the MGA and carrier to Hiscox.Source: Coverager
- No Gartner, Celent, Forrester or Novarica coverage of Vouch surfaced in public search. Sourcing for this fiche is trade press (TechCrunch, Insurance Journal, Business Insurance, Carrier Management, Reinsurance News, Coverager, PYMNTS) and primary Vouch/Hiscox/PR Newswire announcements.Source: Crunchbase
Limitations published on Phidea are sourced to the underlying citation and reflect what is publicly named — not an exhaustive list. Consult the vendor card for the full record.
Frequently asked
- Do any carriers run both Convr and Vouch?
- Not in Phidea's public roster. Across 11 sourced carrier-deployment entries on both vendor cards, zero carriers appear on both. The two tools are addressing different carriers within the same stack layer.
- Who owns Convr and Vouch?
- Convr is independently held. Vouch is independently held.
- Which has more named US carriers?
- Convr has the larger publicly-named US roster: Convr 7, Vouch 4. Public-roster size is a coverage signal, not a quality signal — vendors with stronger NDAs may have larger actual US footprints than the public count shows.
- Where are these tools positioned in the insurance stack?
- Both sit at the underwriting workstation layer. Convr operates as a standalone vendor; Vouch operates as a standalone vendor.