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fix(comparison): address review feedback on wording precision
Clarify the pipedream acquisition-status claim, fix circular OIDC phrasing, correct a source/claim mismatch, and remove a stale SOC2 implication.
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apps/sim/lib/compare/data/competitors/pipedream.ts

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@@ -1088,10 +1088,10 @@ export const pipedreamProfile: CompetitorProfile = {
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},
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companyMaturity: {
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value:
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'Founded 2019, San Francisco; ~11-50 employees pre-acquisition; raised ~$22M across 2 rounds; being acquired by Workday (definitive agreement signed Nov 19, 2025)',
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'Founded 2019, San Francisco; ~11-50 employees pre-acquisition; raised ~$22M across 2 rounds; agreed to be acquired by Workday (signed Nov 19, 2025), with no public confirmation the deal has closed as of mid-2026',
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detail:
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"Per Crunchbase, Pipedream was founded in 2019 and headquartered in San Francisco, CA, with founders including Tod Sacerdoti (CEO), Dylan Sather, TJ Koblentz, and Pravin Savkar; it raised a total of ~$22M across 2 funding rounds (investors include Felicis and CRV) and had a headcount signal of 11-50 employees. Workday signed a definitive agreement to acquire Pipedream on November 19, 2025, with the transaction originally expected to close in Workday's Q4 FY2026 (by end of January 2026), subject to closing conditions; Pipedream is being positioned as Workday's integration layer for AI agent workflows across Workday and third-party apps. Neither company's own site had published a closing announcement as of this fact's last check, so whether the deal has formally closed needs reverification against Workday's or Pipedream's newsroom before publishing further updates.",
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shortValue: 'Founded 2019; being acquired by Workday (deal signed Nov 2025)',
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"Per Crunchbase, Pipedream was founded in 2019 and headquartered in San Francisco, CA, with founders including Tod Sacerdoti (CEO), Dylan Sather, TJ Koblentz, and Pravin Savkar; it raised a total of ~$22M across 2 funding rounds (investors include Felicis and CRV) and had a headcount signal of 11-50 employees. Workday signed a definitive agreement to acquire Pipedream on November 19, 2025, with the transaction originally expected to close in Workday's Q4 FY2026 (by end of January 2026), subject to closing conditions. That expected close date has now passed, and neither company's own site had published a closing announcement as of this fact's last check, so whether the deal has formally closed needs reverification against Workday's or Pipedream's newsroom before publishing further updates.",
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shortValue: 'Founded 2019; agreed to be acquired by Workday, close unconfirmed',
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confidence: 'estimated',
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sources: [
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{

apps/sim/lib/compare/data/competitors/stackai.ts

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@@ -19,7 +19,7 @@ export const stackaiProfile: CompetitorProfile = {
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{
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title: 'ISO 27001 certified, with a public Trust Center detailing pen tests and DPAs',
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description:
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'StackAI publishes a Trust Center (trust.stackai.com) documenting ISO 27001 certification (alongside its SOC 2 Type II audit), third-party penetration test results, and DPAs with OpenAI and Anthropic.',
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'StackAI publishes a Trust Center (trust.stackai.com) documenting ISO 27001 certification, third-party penetration test results, and DPAs with OpenAI and Anthropic. StackAI also holds a SOC 2 Type II audit, but so does Sim, so ISO 27001 is the actual point of difference here.',
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shortDescription: 'Public Trust Center with ISO 27001, pen test results, and DPAs.',
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source: {
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url: 'https://trust.stackai.com/',

apps/sim/lib/compare/data/competitors/vellum.ts

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@@ -74,11 +74,12 @@ export const vellumProfile: CompetitorProfile = {
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{
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title: 'No native spreadsheet-style data tables',
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description:
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'Vellum has no native, spreadsheet-like data-table feature with persistent rows/columns, keyboard navigation, or per-row writes from workflows. Its only tabular-data handling is uploading CSV/XLS files and extracting or generating structured output within workflow nodes, unlike Sim, which has a built-in Tables feature.',
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shortDescription: 'No built-in table/spreadsheet feature; CSV upload and extraction only.',
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'No Vellum documentation describes a native, spreadsheet-like data-table object with persistent rows/columns, keyboard navigation, or per-row writes from workflows; the closest documented tabular handling is uploading CSV/XLS files and extracting or generating structured output within workflow nodes, unlike Sim, which has a built-in Tables feature.',
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shortDescription: 'No documented table/spreadsheet feature; CSV upload and extraction only.',
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source: {
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url: 'https://docs.vellum.ai/developers/workflows-sdk/tutorials/document-data-extraction',
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label: 'Document Data Extraction - Vellum Documentation',
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label:
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'Vellum Docs: Document Data Extraction tutorial (the closest documented tabular-data handling)',
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asOf: '2026-07-02',
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},
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},

apps/sim/lib/compare/data/competitors/workato.ts

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@@ -127,7 +127,7 @@ export const workatoProfile: CompetitorProfile = {
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{
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title: 'SSO limited to SAML, no confirmed OIDC',
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description:
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"Workato's documented single sign-on support covers SAML with just-in-time provisioning and SAML role sync; Workato's own documentation notes no public confirmation of native OIDC support alongside SAML. Sim supports both SAML 2.0 and OIDC single sign-on.",
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"Workato's SSO documentation covers SAML with just-in-time provisioning and SAML role sync; it does not mention OIDC anywhere, so there is no public confirmation Workato supports it. Sim supports both SAML 2.0 and OIDC single sign-on.",
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shortDescription: 'Documented SSO is SAML-only, with no confirmed OIDC support.',
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source: {
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url: 'https://docs.workato.com/user-accounts-and-teams/single-sign-on.html',

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