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Arphie
AI platform from San Francisco that drafts answers to RFPs and security questionnaires from live company knowledge, with sources and confidence scores on every answer.
Sales engineering, proposal, and security teams at B2B software companies that answer RFPs and security questionnaires every week.
Teams that answer a few RFPs a year, or buyers who want public prices before a demo.
Verdict
Arphie is an RFP and security questionnaire automation company in San Francisco, California, founded by Dean Shu and Michael Chen. Its AI agents draft answers from live connections to company documents, show the sources and a confidence score for each answer, and support review, assignment, and sign-off. Teams switching from older RFP tools use it to cut the time spent maintaining a manual answer library.
Score Breakdown
How Arphie scores in the categories that matter to its buyers.
Pricing
Arphie does not publish list prices. Buyers book a demo.
Arphie sells through demos and quotes per account. Its site says switching from another RFP or knowledge platform usually takes less than a week, with content carried over.
The Field at a Glance
How Arphie compares with other AI RFP & proposal generation vendors we reviewed, by Overall Score and relative typical engagement cost.
Arphie scores 7.5 in AI RFP & proposal generation, under AutogenAI (7.7), and ahead of Proposify (7.4), Responsive (7.1), and QorusDocs (6.6). Relative cost lands upper-mid for this subcategory.
Use-case matrix
| Use case | Fit | Notes |
|---|---|---|
| RFP first drafts | Strong | AI agents draft from connected company knowledge. |
| Security questionnaires | Strong | Questionnaires are a core use case. |
| Source and confidence display | Strong | Each answer shows sources and a confidence level. |
| Security posture | Strong | SOC 2 Type 2 and zero data retention with model providers. |
| Proposal design and layout | Mixed | Focus is answers, not designed proposal documents. |
| Occasional RFP responders | Weak | Built for teams with steady volume. |
Who it’s for
Good fit
- Sales engineering teams
- Proposal managers
- Security and GRC teams
Poor fit
- Teams with rare RFPs
- Buyers needing list prices
- Agencies designing proposal documents
Review Excerpts
Below are excerpts from public reviews. Our team scoured public reviews, forums, and chat rooms to get a balanced view of customers' experience with this company. Paid reviews and pay-for-play sites such as Clutch were excluded.
“We wanted a solution that not only did the basics, taking away the cut and pasting concept, but also intelligently took our product capabilities and made it customer-facing.”
“The productivity of the team has massively increased. For each RFP, we're gaining back one or two days”
Arphie does not publish prices, and its pricing page is password protected. Teams have to book a demo to learn what it costs.
Key Leadership
Dean Shu
Co-founder and CEO
Methodology
This page is an independent evaluation of Arphie for buyers comparing options in ai rfp & proposal generation. AI Industry Reviews accepts no sponsorships, advertising, or pay-for-placement fees. Arphie did not pay for this review.
What we scored
The headline number is an Overall Score on a 0-10 scale. Eight criteria sit under it in two groups.
- Buyer outcomes (for ai rfp & proposal generation)
- Answer quality from live sources
- Source transparency
- Ease of switching
- Pricing transparency
- Company & commercial
- Innovation & product leadership
- Project management & communication
- Pricing
- Contract fairness
Pricing measures whether the price looks fair for the value delivered, including packaging and renewal friction that show up in real buying cycles.
Score Composition
| Input | Weight | What it covers |
|---|---|---|
| Reviews | 40% | A proprietary read of what practitioners say about likes, complaints, and day-to-day use, including public review sites, forums, and private chat rooms. Paid reviews and pay-for-play sites such as Clutch are out of scope. |
| Product | 35% | Hands-on look at screens and workflows. |
| Pricing | 15% | Whether the price looks fair for what you get. |
| Docs & training | 10% | Docs, tutorials, and training material. |
How we balanced the evidence
The Overall Score is the simple average of the eight criteria. Recommendation language follows that score and the fit pattern described above.
Scope
Arphie is graded here as ai rfp & proposal generation. Criteria scores can move as more review volume and product checks are added.