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Gradient AI vs Pie Insurance — Underwriting workstation for US insurance, 2026.

Gradient AI (8 named carriers) and Pie Insurance (3 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 2026-04-22 · methodology

TL;DR

  • Gradient AI has 8 publicly-named carrier deployments; Pie Insurance has 3. Both at the underwriting workstation layer.
  • Zero customer overlap in the public roster. Gradient AI and Pie Insurance 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 Gradient AI, 5 only Pie Insurance.

Customer overlap

BucketCount
Named on Gradient AI only8
Named on Pie Insurance only3
Named on both0
of which US-named on at least one side0

Only on Gradient AI

  • The Builders Group (US)
  • AmFed (US)
  • BTIS (Builders & Tradesmen's Insurance Services) (US)
  • Signal Mutual Indemnity Association (US)
  • Allied National (US)
  • ATS Underwriting (US)
  • Skyward Specialty Insurance (US)
  • North Carolina League of Municipalities (US)

Only on Pie Insurance

  • The Pie Insurance Company (US)
  • SiriusPoint America Insurance Company (US)
  • Ford Motor Credit (Ford Pro Insure) (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

Gradient AI
Generation
ai-native
Stack layer
Underwriting workstation
Founded
2018
Lines
workers-comp, health, commercial
Pie Insurance
Generation
ai-native
Stack layer
Underwriting workstation
Founded
2017
Lines
workers-comp, commercial

Ownership and corporate context

Gradient AI
Type
independent

Source: Gradient AI

Pie Insurance
Type
independent

Source: PR Newswire

Carrier-segment specialization

Gradient AI — geographic split

  • US
    8

Pie Insurance — geographic split

  • US
    3

Analyst coverage differential

Only Gradient AI cited by
  • Digital Insurance (2018: Gradient A.I., spun out of Milliman, looks to midsize insurers for growth)
  • SiliconANGLE (2024: Gradient AI secures $56M to enhance insurance industry efficiency)
  • InsurTech Digital (2023: Signal Mutual Integrates Gradient AI for Claims Management)
Only Pie Insurance cited by
  • Insurance Journal (2023: Workers Comp Insurtech Pie Transitions to Full-Stack Carrier)
  • TechCrunch (2022: SMB-focused Pie Insurance raises $315M Series D)
  • Crunchbase News (2022: Pie Insurance Gets Big Slice Of Funding In $315M Series D)
  • Coverager (2025: Pie and Ford to split in 2025)
  • PR Newswire (Pie Insurance) (2026: Pie Insurance Reports Strong 2025 With Geographic Expansion, 55,000+ Policies In-Force)

Recent news (last 12 months)

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

Sourced limitations

Gradient AI
  • Gradient AI is not an underwriting workstation or a policy admin system. It ships risk scores, loss-ratio predictions, and claim-triage signals that carriers and MGUs consume via API or embed into existing underwriting and claims workflows (e.g. Origami Risk for The Builders Group, Duck Creek via a named partnership). Replacing a PAS or a claims admin system is out of scope.
    Source: Duck Creek Technologies
  • Despite marketing references to 'all major lines of insurance', Gradient AI's productised coverage is concentrated in workers' compensation, group health (including medical stop-loss) and general/commercial P&C. No dedicated life insurance product surfaced in press releases or product pages reviewed here; MassMutual Ventures is a minority investor, not a life underwriting customer.
    Source: Gradient AI
  • No Gartner, Forrester or Celent dedicated vendor profile on Gradient AI surfaced in public search. Third-party coverage is concentrated in trade press (Digital Insurance, SiliconANGLE, InsurTech Digital, Insurance Business America) and Gradient's own Business Wire releases — buyers relying on analyst rankings will find the signal thin.
    Source: Crunchbase
Pie Insurance
  • Pie is a licensed insurance carrier, not a software vendor. Carriers and brokers do not license a Pie underwriting product — they place business with Pie through its independent-agent channel or cede/assume reinsurance capacity. The AI underwriting workflow is internal to Pie's own book.
    Source: Pie Insurance
  • Workers' compensation is Pie's core and primary line. Commercial auto was distributed through the Ford Pro Insure partnership, which is ending — Pie stops new commercial auto submissions from 1 December 2025 and issues no new or renewal policies effective 1 January 2026 or later. Pie publicly framed the wind-down as a refocus on workers' comp.
    Source: Coverager
  • Pie's workers' compensation product is available in 39 states plus Washington D.C. as of the 2025 year-end update — not nationwide. Geographic licensing continues to constrain which small businesses Pie can quote and bind.
    Source: PR Newswire
  • No Gartner, Celent, Forrester or Novarica coverage of Pie Insurance surfaces in public search. Third-party validation is concentrated in insurance trade press (Insurance Journal, Coverager, Carrier Management, Reinsurance News) and Pie's own announcements.
    Source: Crunchbase News

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 Gradient AI and Pie Insurance?
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 Gradient AI and Pie Insurance?
Gradient AI is independently held. Pie Insurance is independently held.
Which has more named US carriers?
Gradient AI has the larger publicly-named US roster: Gradient AI 8, Pie Insurance 3. 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. Gradient AI operates as a standalone vendor; Pie Insurance operates as a standalone vendor.

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