Arphie is a credible AI-assisted option for teams that want fast drafting with strong source transparency and data governance. Its emphasis on explainable AI (visible sources, confidence levels) and Zero Data Retention agreements with model providers is well-matched to security-conscious buyers. As a newer, seed-funded vendor, diligence should confirm scale, enterprise references, and roadmap durability alongside accuracy on your own content.
Independent reviewReviewed Jun 2026
Arphie
Is Arphie right for your team?
Arphie is an AI-assisted RFP and questionnaire automation platform with knowledge-activation agents, source transparency, and confidence scoring for go-to-market and security teams.
Best forSecurity-conscious teams that value explainable AI and data governance.
Main usersPresales
Sources reviewed1
Explainable AI with visible sources and confidence levels.
Research inputs reviewed for this profile.
Structured integration coverage represented in this profile.
Features, workflow steps, and newer capabilities represented in this profile.
Where Arphie is strongest
These scores reflect the materials reviewed for this page. Use them to plan your demo, not as a product rating.
01
AI answer support
Published support for drafting, checking, and approving answers.
02
Enterprise controls
Published SSO, roles, audit, and rollout controls.
03
Process coverage
Published support for intake, routing, review, approval, and reuse.
Source coverageAmount of public product information available for review.
4/10
AI answer supportPublished support for drafting, checking, and approving answers.
9/10
Process coveragePublished support for intake, routing, review, approval, and reuse.
8/10
Portal supportSupport for customer portals and nonstandard questionnaire formats.
1/10
Trust centerDocument sharing, access controls, and customer self-service.
1/10
IntegrationsPublished CRM, collaboration, document, API, and knowledge connections.
7/10
Enterprise controlsPublished SSO, roles, audit, and rollout controls.
9/10
Customer evidencePublished customer stories, product screenshots, and supporting sources.
1/10
Pricing and rollout at a glance
Quote-based subscription
Confirm tiers, seat model, and usage limits directly with Arphie.
Expect source connection, source-transparency validation, and approval-workflow setup.
Confirm who owns source cleanup, reviewer setup, and integrations.
Not documented publicly.
Ask how the content library and Smart Merge results export at contract end.
What Arphie does
Arphie is an AI-powered RFP and questionnaire automation platform built around "knowledge activation agents." Public materials describe AI drafting with source transparency and confidence scoring, "Smart Merge" to eliminate duplicate Q&A, deadline tracking and approval workflows, and role-based permissions. The product serves sales, sales engineering, security, proposal, and investor-relations teams.
Arphie emphasizes transparent AI and data governance: agents draw exclusively from approved sources, expose answer sources and confidence levels, and operate under SOC 2 Type 2, Zero Data Retention agreements with model providers, annual penetration testing, SAML 2.0 SSO, and end-to-end encryption.
Who should use Arphie?
Use cases
Where Arphie is most useful.
Security questionnaire automation
Draft security questionnaire answers from approved sources with visible citations and confidence.
RFP / RFI response
Generate proposal responses with knowledge-activation agents and approval workflows.
Knowledge maintenance
Use Smart Merge to eliminate duplicate Q&A and keep the content library clean.
Teams
Teams and users
The people most likely to use the product during questionnaires, RFPs, assessments, and customer security reviews.
Sales engineerSales or solutions / Presales
Drafts and reviews answers with visible sources and confidence levels.
Security reviewerPractitioner / Security / trust
Maintains approved sources and reviews sensitive answers.
How Arphie handles a questionnaire
Connect approved sources
Teams connect Drive, SharePoint, Confluence, Notion, Seismic, and Highspot as approved content.
Draft with agents
Agents draft answers with visible sources and confidence levels.
Review and merge
Reviewers approve answers and use Smart Merge to keep the library clean.
Features to test in a demo
Knowledge-activation agents
AI agents draft answers exclusively from approved sources, with visible citations and confidence.
- Explainability is the core design choice, aimed at security-conscious reviewers.
Smart Merge & workflow
Eliminates duplicate Q&A and adds deadline tracking, approvals, and role-based permissions.
- Library hygiene and governance support reliable automation.
Integrations and customer examples
Integrations
Connections to source documents, review tools, customer portals, and sales systems.
Google DriveDocument storage
Knowledge ingestion.
SharePointDocument storage
Knowledge ingestion.
ConfluenceKnowledge base
Knowledge ingestion.
NotionKnowledge base
Knowledge ingestion.
SeismicOther
Sales enablement content source.
HighspotOther
Sales enablement content source.
Technical features
APIs and AI tooling
Features to ask about if APIs or AI tooling matter to your team.
Explainable, source-grounded agentsConfirm how sources are scoped and how confidence maps to your review thresholds. ->
Visible sources and confidence levels make AI answers reviewable and reduce trust concerns.
Smart MergeTest Smart Merge on your real, messy content. ->
Eliminating duplicate Q&A keeps the library clean, which directly affects answer quality.
Compare Arphie with alternatives
What to compare
Arphie
1up →Iris →Best for
Security-conscious teams that value explainable AI and data governance.1up is an AI answer engine for sales questionnaires, RFPs, security questionnaires, and DDQs that drafts responses from a company’s trusted internal sources.Iris (heyiris.ai) is an AI platform for RFP, RFI, and security questionnaire response built around a "knowledge ledger" that keeps institutional answers current and consistent.Test in a demo
Shortlist Arphie when source transparency and data governance matter and you want AI-assisted drafting.Test your questionnaire, integrations, and setup requirements.Test your questionnaire, integrations, and setup requirements.Buyer checklist
Demo
What to test in an Arphie demo
Prove source transparency, confidence, and governance with your content.
Source visibility
Confirm every generated answer exposes its source and confidence level.
Smart Merge
Run Smart Merge on duplicated Q&A and confirm clean results.
Real questionnaire
Run a real security questionnaire and measure cleanup effort.
Verify before buying
Claims to verify before purchase
Validate governance, scale, and enterprise readiness.
Data governance
Confirm Zero Data Retention terms with model providers and source access controls.
Scale & references
As a seed-funded vendor, confirm enterprise references and roadmap durability.
Pricing
Confirm tiers, seat model, and usage limits directly.
What isn’t publicly documented
Confirm these items directly during procurement.
ItemPublic statusWhat to confirm
DDQsConfirm DDQ handling for your formats.
Verify with vendor
Buyer portalsConfirm buyer-portal handling.
Verify with vendor
Free tier or trialPricing is not published; confirm trial options.
Verify with vendor
Multilingual supportConfirm language coverage.
Verify with vendor
No-training commitmentConfirm whether customer data trains vendor or third-party models.
Partial / indirect
Full library exportAsk how the content library and Smart Merge results export at contract end.
Verify with vendor
Company information
Arphie is a privately held, venture-backed AI company led by co-founder and CEO Dean Shu. Public materials reference a $2.9M seed round led by General Catalyst (announced November 2024) and Fortune 500 / publicly traded customers. Company-profile details should be treated as point-in-time context.
Questions to ask Arphie
Ask these questions in the Arphie demo, then test the answers with your own content and approval process.
- Does the product answer customer requests, send vendor assessments, or both?
Arphie mainly helps your team answer customer questionnaires and share security material. It is not a full third-party risk management system for assessing suppliers.
- Can every AI-drafted answer be traced to its source?
Arphie says drafted answers use source material. In the demo, open several citations and test what happens when sources conflict or go out of date.
- Which questionnaire files and customer portals can it handle?
Arphie does not clearly document difficult portal or file-format support. Ask for a live walkthrough using your own questionnaires.
- Which standard and custom questionnaires does it support?
Arphie does not clearly document SIG, CAIQ, HECVAT, or VSA support. Ask whether each is built in, available as a template, or handled as a custom import.
- Does it include buyer-side vendor risk assessment?
Arphie is not primarily a buyer-side vendor risk product. If you need to score suppliers before sending assessments, evaluate that separately.
- Can its trust center prevent repeat questionnaires?
Arphie does not list a trust center as a core feature. If customer self-service matters, compare it with products that include one.
- How does review, approval, answer ownership, and audit history work?
Arphie documents review and approval controls. In the demo, test a low-confidence answer, expert assignment, final approval, and the audit record.
- Does it connect to the systems your team already uses?
Arphie lists 6 integrations across document storage, knowledge bases, and other systems. Examples include Google Drive, SharePoint, Confluence, Notion, and Seismic. Confirm what each connection can do, whether API work is required, and which plans include it.
- How are reused answers updated when policies, reports, or products change?
Arphie documents controls for maintaining source content. Ask who updates policies, SOC 2 reports, subprocessors, and product details—and whether those changes reach every reused answer.
FAQ
What makes Arphie different?
Arphie emphasizes explainable AI with visible sources and confidence levels, plus a strong data-governance posture including Zero Data Retention with model providers.
Does Arphie handle security questionnaires?
Yes. Arphie automates security questionnaires alongside RFPs and other GTM responses.
Disclosure: This page is not sponsored. We do not accept payment to change our findings or recommendations.