Phidea
← All tools

Commercial submission intake

Receiving a new-business submission from a broker or agent in commercial lines or specialty, triaging it against the carrier's appetite, and deciding whether to quote. The intake layer is where commercial underwriters spend 20-30% of their time, on submissions the carrier is structurally unlikely to win.

The three rungs

Legacy

An email inbox, a shared drive, a spreadsheet rating sheet. A commercial underwriter opens each submission, reads, and decides. Carriers with more mature operations layer a workflow tool on top of the email, but the email remains the source of truth.

Modern

Cloud SaaS and classical ML; tools founded roughly 1995 – 2015.

AI-native

Built around deep learning or LLMs from day one; tools founded mostly post-2015.

The modern rung is effectively empty for pure-SaaS intake; carrier IT teams built in-house rather than buying, because the workflow depends on carrier-specific appetite rules. Federato, founded 2020, occupies the AI-native rung: submissions come in, AI triages against appetite and win-probability, underwriters spend time only on the winnable. QBE North America is the marquee named customer on the record.

Ranked comparison

6 tools covered · methodology
  1. 12/20
    60%

    The incumbent modern policy-administration system for global P&C insurers. Part of Guidewire InsuranceSuite; manages the policy lifecycle from quote through renewal, with configurable product factories, rating integration, and external pricing-engine hooks.

    traction
    2/5
    maturity
    5/5
    coverage
    4/5
    recognition
    1/5
  2. #2 · ai-native · underwriting-workstation

    Federato

    www.federato.ai ↗
    10/20
    50%

    AI-native RiskOps platform unifying submission intake, underwriting decisioning, and portfolio management on one system. Pitched to carriers and MGAs as an alternative to stitching spreadsheets, PAS, and pricing engines.

    traction
    2/5
    maturity
    2/5
    coverage
    2/5
    recognition
    4/5
  3. #3 · ai-native · data-platform

    Planck

    www.planckdata.com ↗
    10/20
    50%

    AI-native data platform for commercial insurance underwriting. From a business name and address, Planck generates risk-relevant signals drawn from online images, text, public records, and reviews. Acquired by Applied Systems in a $300M deal.

    traction
    2/5
    maturity
    4/5
    coverage
    2/5
    recognition
    2/5
  4. #4 · ai-native · underwriting-workstation

    Cytora

    www.cytora.com ↗
    10/20
    50%

    Risk digitisation and automation platform for commercial insurance. Gives brokers, insurers, and reinsurers programmatic control over how they receive, digitise, and decision inbound risk from trading partners. Acquired by Applied Systems in 2025.

    traction
    2/5
    maturity
    4/5
    coverage
    2/5
    recognition
    2/5
  5. #5 · ai-native · document-processing

    Indico Data

    indicodata.ai ↗
    9/20
    45%

    Intake and orchestration platform for insurance operations. Combines document ingestion, enrichment, and workflow orchestration for commercial underwriting, claims, and policy servicing. Strategic backing from Guidewire and Aviva Ventures.

    traction
    1/5
    maturity
    4/5
    coverage
    2/5
    recognition
    2/5
  6. #6 · ai-native · underwriting-workstation

    Sixfold

    www.sixfold.ai ↗
    8/20
    40%

    AI brain for commercial underwriting. Automates and augments submission review so underwriters spend time on winnable risks; deployed in production at AXIS Capital, Zurich, Generali, Mosaic, and Skyward Specialty. $30M Series B (Jan 2026) with Guidewire and Salesforce Ventures participating.

    traction
    2/5
    maturity
    1/5
    coverage
    3/5
    recognition
    2/5