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Jupiter Intelligence vs NeuralMetrics — Data platform for US insurance, 2026.

Jupiter Intelligence (8 named carriers) and NeuralMetrics (4 named carriers) both sit at the data platform layer. Zero customer overlap in the public roster — they are addressing different segments of the same stack layer.

Last verified 2026-05-27 · methodology

TL;DR

  • Jupiter Intelligence has 8 publicly-named carrier deployments; NeuralMetrics has 4. Both at the data platform layer.
  • Zero customer overlap in the public roster. Jupiter Intelligence and NeuralMetrics 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, 4 only Jupiter Intelligence, 3 only NeuralMetrics.

Customer overlap

BucketCount
Named on Jupiter Intelligence only8
Named on NeuralMetrics only4
Named on both0
of which US-named on at least one side0

Only on Jupiter Intelligence

  • MS&AD Insurance Group (Japan)
  • Liberty Mutual (US)
  • Zurich Insurance Group (Switzerland)
  • Chubb (US/Global)
  • Aon (Global)
  • Lloyd's syndicates (Lloyd's Lab Cohort 6) (UK)
  • Nephila Capital (Bermuda)
  • QBE Insurance Group (Australia)

Only on NeuralMetrics

  • Nationwide (US)
  • Stillwater Insurance Group (US)
  • Cincinnati Insurance (US)
  • Stillwater Insurance (US)

Counts derived from 12sourced carrier-deployment entries across both vendor cards. Aggregate-only statements (e.g. “16 of the top 20”) excluded.

Stack position

Jupiter Intelligence
Generation
ai-native
Stack layer
Data platform
Founded
2017
Lines
home, commercial, specialty, reinsurance
NeuralMetrics
Generation
ai-native
Stack layer
Data platform
Founded
2018
Lines
commercial

Ownership and corporate context

Jupiter Intelligence
Type
independent

Source: GlobeNewswire

NeuralMetrics
Type
independent

Source: Crunchbase

Carrier-segment specialization

Jupiter Intelligence — geographic split

  • Japan
    1
  • US
    1
  • Switzerland
    1
  • US/Global
    1
  • Global
    1
  • UK
    1
  • Bermuda
    1
  • Australia
    1

NeuralMetrics — geographic split

  • US
    4

Analyst coverage differential

Only Jupiter Intelligence cited by
  • Reinsurance News (2020: Climate data start-up Jupiter raises capital from Liberty Mutual, MS&AD)
  • Axios (2021: Climate risk analytics company Jupiter Intelligence raises $54 million)
  • InsTech London (2021: In conversation with Jupiter Intelligence)
  • Lloyd's of London (2021: Jupiter Intelligence — Lloyd's Lab Alumni (Cohort 6))
Only NeuralMetrics cited by
  • Insurance Innovation Reporter (2025: NeuralMetrics Launches Platform Using AI Agents to Enhance Insurance Underwriting)
  • Duck Creek (2022: NeuralMetrics Partners with Duck Creek Technologies on Seamless Access to Commercial Lines Underwriting Information for Insurers)
  • Coverager (2021: NeuralMetrics Addresses the Small Data Problem in Commercial Underwriting)

Recent news (last 12 months)

No news items in the last 12 months for either tool.

Sourced limitations

Jupiter Intelligence
  • Jupiter does not underwrite, broker, or transfer risk. It sells data and analytics. A carrier still has to plug the output into its own pricing models, accumulation tools, and reinsurance treaties for it to change a quote, a portfolio cap, or a treaty cession.
    Source: Jupiter Intelligence
  • All forward-looking climate analytics carry uncertainty from emissions scenarios, climate-model spread, and downscaling assumptions. Jupiter itself acknowledges in the InsTech interview that future climate analytics have multiple sources of uncertainty, which it tries to surface transparently rather than collapse into a single number.
    Source: InsTech
  • Jupiter's published customer base skews toward banking, asset management, energy, and large corporates. On the insurance side most named relationships are with companies that are also investors (Liberty Mutual, MS&AD, QBE, Nephila); independent commercial references from primary US P&C carriers outside this investor circle are not publicly disclosed.
    Source: GlobeNewswire
  • No placement in Gartner, Forrester, Celent, or Novarica leader quadrants for insurance climate-risk or physical-risk analytics as of May 2026. Third-party recognition is concentrated in trade press (Reinsurance News, Carrier Management, Commercial Risk, InsTech), tech press (Axios, TechCrunch), and the Lloyd's Lab Cohort 6 alumni listing.
    Source: Axios
NeuralMetrics
  • NeuralMetrics claims engagements with 'four of the top ten US commercial lines insurers' on its website, but only Nationwide and Stillwater are named in public press. The named-carriers list here is therefore conservative — buyers evaluating against Planck's published roster (Chubb, AIG-Attune, Great American, Sompo) should ask NeuralMetrics for named references directly.
    Source: NeuralMetrics
  • Publicly disclosed funding is a $50K angel round (Oct 2020) via Creative Destruction Lab, BrokerTech Ventures and InsurTech NY. NeuralMetrics has not disclosed a priced Series A or later round, which contrasts sharply with Planck ($71M, acquired by Applied Systems for $300M) and Cytora ($37M+, acquired by Applied Systems). A buyer should treat NeuralMetrics as a bootstrapped/revenue-funded vendor rather than a venture-scaled one.
    Source: Crunchbase
  • No Gartner, Celent or Forrester coverage surfaced in public search. Analyst signal is limited to trade-press coverage (Insurance Innovation Reporter, Coverager, Carrier Management) and partner directory listings (Duck Creek, Ivans).
    Source: Insurance Innovation Reporter

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 Jupiter Intelligence and NeuralMetrics?
Not in Phidea's public roster. Across 12 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 Jupiter Intelligence and NeuralMetrics?
Jupiter Intelligence is independently held. NeuralMetrics is independently held.
Which has more named US carriers?
NeuralMetrics has the larger publicly-named US roster: Jupiter Intelligence 1, NeuralMetrics 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 data platform layer. Jupiter Intelligence operates as a standalone vendor; NeuralMetrics operates as a standalone vendor.

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