Qvidian vs RocketDocs (2026): pricing, features and verdict

Short answer: Pick Qvidian if your proposal desk lives on governance: tight permissions, multi-step approvals, version control and branded Word and PowerPoint assembly, with proposals started from Salesforce. Pick RocketDocs if your priority is generative AI that stays in the vendor’s own environment, included from the $18,500-a-year Starter plan, for DDQs and security questionnaires answered inside Excel. Qvidian’s generative AI is a paid add-on, and Upland publishes no Qvidian price.

These are the two veterans of the category. Qvidian is Upland Software’s proposal platform, sold to enterprise and mid-market teams for RFPs, DDQs, security questionnaires, proactive sales proposals, statements of work and pitch decks. Upland says it is trusted by eight of the ten largest US banks and four of the five largest asset management firms. That is Upland’s claim, and it tells you who the buyer is.

RocketDocs says it was founded in 1994 and sells to financial services, healthcare, life sciences and enterprise tech. Its customers include J.P. Morgan, Bank of America, Prudential and Deutsche Bank, so the two often meet in the same bank’s procurement process. Both are incumbent libraries rather than new buys for most teams. Teams that leave either one usually look at Loopio, Responsive or the AI-native tools, but plenty stay, and for good reasons: Qvidian’s governance and RocketDocs’ private AI.

Key takeaways

• Governance is Qvidian’s real edge: Upland lists customizable user access, multi-step review and approval workflows, version control, change tracking and event auditing, plus branded templates and style rules that enforce brand standards on every document.
• Private AI is RocketDocs’ real edge: RocketDocs says Astro runs inside its own environment, with a dedicated document store per customer, and never routes data through OpenAI, Anthropic, Google or any other external model provider (checked October 2026).
• AI is included in one and extra in the other: Astro ships on every RocketDocs plan from $18,500 a year. Qvidian AI Assist is an optional enhancement for an additional fee, per Upland’s AI Assist page.
• Seat math differs: every RocketDocs tier (Starter 5 to 10 core users, Pro 10 to 30, Enterprise 30+) includes unlimited SMEs. Upland publishes no Qvidian pricing or seat model.
• Review standing is close: Qvidian holds 4.3 out of 5 on G2 from 166 reviews, and RocketDocs 4.2 out of 5 from 104 reviews (both July 2026).
• Limitations: Qvidian is not supported on mobile, and its legacy Office add-ins need Windows. RocketDocs has no free trial and lists its portal extension from the Pro tier up as an add-on.

Who controls the content: governance and approvals

Qvidian wins this dimension, and it is the reason a lot of banks still run it. If your problem is fifty writers, three review gates and a legal team that wants to know who changed a sentence, start here.

Upland’s technology page lists the controls plainly: customizable user access and permissions, multi-step review and approval workflows, version control, change tracking and event auditing. The security page adds a complete content audit trail (“Qvidian tracks all changes made to your content”) and admin control over who can use which features. On top of that, the homepage describes branded templates and style rules that format documents and enforce brand standards automatically, plus in-product messaging threads so reviewers comment where the content lives.

That combination is what proposal desks mean by governance. It is not just who approved the answer, but whether the final 60-page document came out in the right template, with the right disclaimers, in the right font.

RocketDocs covers much of the same ground with a compliance accent. Its platform page lists configurable approval gates with action permissions per step, permissions at user, role, group, library and content level, scheduled review cycles with SME assignments, full version history and an immutable audit trail across every action. Enterprise adds a multi-affiliate library configuration for groups with separate legal entities.

So both will survive an audit. The difference is the output. Qvidian is built to assemble governed documents; RocketDocs is built to answer governed questions. If your desk produces branded proposals and statements of work, Qvidian’s templates do more work. If your desk mostly fills in other people’s spreadsheets, RocketDocs’ controls are enough and its AI does more.

Generative AI: included versus optional

RocketDocs wins here, on two counts: it is included, and it says where it runs.

RocketDocs’ private-AI page describes Astro as a private generative engine that drafts only from your approved knowledge base and runs inside RocketDocs’ SOC 2 Type II and ISO 27001 environment. It says customer data is never sent to OpenAI, Anthropic, Google or any other external model provider and never used to train any model. The platform page describes three passes: exact-match autofill, then nearest-neighbor matching, then private generative drafting for whatever is left. Every draft carries source citations, is flagged for human review, and is logged in the audit trail. Astro is part of Starter, the entry plan.

Qvidian’s generative layer is Qvidian AI Assist. Upland’s page says it can draft new answers from existing library content, rewrite for tone, length and voice, query RFPs to extract key information, and apply rules for corporate tone, terminology and answer length. It automatically flags AI-generated content for human review, which is a sensible governance touch. On data, Upland says generated responses are stored in Qvidian and not used to train the model, and that “data is securely passed to the generative models but never saved or stored.” It does not name the model provider.

The cost structure is the bigger practical difference. Upland’s FAQ says AI Assist is “an optional enhancement” that current users add “for an additional fee,” and that it works in Qvidian for Word, Excel and PowerPoint, with plans to extend it to Qvidian for web. G2 reviewers between October 2023 and January 2026 asked for AI first drafts instead of manual library searching, so check exactly which AI features your contract includes before assuming you have them.

Desktop, Office and device fit

Both products are built around Microsoft Office. The details matter if anyone on your team uses a Mac.

RocketDocs’ LaunchPad is a Microsoft 365 add-in that brings “the full RocketDocs experience” into Word and Excel: search the library, autofill questions and assign sections to SMEs without leaving the document. Multi-tab Excel files are handled natively, with control over which tabs to include and where answers go. Astro also runs as a chatbot inside Microsoft Teams, so a sales rep can query approved content without opening the platform at all.

Qvidian offers Qvidian for Word, Excel and PowerPoint, and Upland’s homepage lists Microsoft Teams among its integrations. Its configuration guide (dated January 2024) adds the fine print. Qvidian functionality is “not supported on a mobile device.” The legacy add-ins, which content architects need for some library editing, are Windows-only, and Mac users “cannot download the Qvidian add-ins for Microsoft Office on an Apple Mac without a virtual PC.” For some Architecture edits, the guide says there are no add-in-free alternatives yet. The same guide notes that most writers and SMEs do not need the legacy add-ins at all, which softens the blow.

Data location is a closer call. The same Qvidian guide lists separate login hosts for a United States data center (qvidian.com) and a European data center (qvidian.eu), so EU teams can keep content in Europe. RocketDocs’ trust page says US and EU data residency are supported, with residency documentation available, while its pricing page lists “regional data residency options” on the Enterprise tier. If your entity must keep data in the EU and you are buying RocketDocs below Enterprise, get the hosting region written into the order form rather than assumed.

In practice, Qvidian asks more of your IT team on day one. RocketDocs asks more of your Excel discipline, which, if you answer DDQs for a living, you already have.

Proposals, decks and questionnaires

The two products overlap on RFPs, DDQs and security questionnaires. They split on everything else a revenue team produces.

Qvidian covers proactive proposals, RFPs, RFQs, RFIs, DDQs, security questionnaires and statements of work, according to Upland’s site. It also builds presentations and pitch decks through its PowerPoint integration, branded templates and automation. Its Salesforce integration lets reps start each proposal directly from Salesforce with data kept in sync. If your sales team expects a branded proposal to fall out of an opportunity record, that workflow is Qvidian’s home ground.

RocketDocs keeps questionnaires at the center. Its pitch is answering inside the buyer’s own file, with Astro filling in what the library cannot match exactly. It can generate proposals too, through RapidDocs, which assembles branded proposals and presentations into Word, PowerPoint or PDF from logic-driven templates. But RapidDocs appears from the Pro tier up and is described as a typical add-on module, as is RocketVault, the browser extension for web-based questionnaires and portals. RocketDocs also offers a bidirectional Salesforce integration on every plan.

If a third of your output is proactive sales proposals and pitch decks, Qvidian is the natural fit. If 90% of your week is DDQs and security questionnaires, RocketDocs is built around that week.

Pricing and contract shape

RocketDocs publishes a floor. Upland does not. That alone changes how fast you can get a budget approved.

RocketDocs (pricing page, checked October 2026): plans start at $18,500 a year. Starter typically covers 5 to 10 core users, Pro 10 to 30 and Enterprise 30 or more, and every tier includes unlimited SMEs; RocketDocs says legal reviewers, compliance approvers, executives and occasional SMEs do not count toward the seat total. Starter includes Astro, LaunchPad, custom workflows and approval gates, Microsoft 365 and Salesforce integrations, SSO and SCIM, an Open API and the immutable audit trail. RapidDocs and RocketVault are add-on modules from Pro, and regional data residency and advanced analytics sit on Enterprise. No free trial; a structured evaluation is offered for qualified opportunities. RocketDocs says most deployments go live in 4 weeks and most customers sign multi-year agreements.

Qvidian (checked October 2026): Upland does not publish a Qvidian price, tier list or seat model. It is an enterprise quote through Upland’s sales team. The one pricing fact Upland does publish is that AI Assist costs extra on top of the core subscription. We could not find an implementation timeline on Upland’s Qvidian pages.

So the comparison you can actually make is this: ask Upland for a quote at your real user count with AI Assist included, ask whether occasional SMEs and reviewers need licenses, and set that against RocketDocs’ tier for your core team. If you have a small response team and a long tail of reviewers, RocketDocs’ seat model is likely the cheaper shape. If you have a big, licensed proposal desk that already lives in Qvidian, switching costs will dominate whatever the license line says.

Known issues and limitations

Qvidian

• No mobile, Windows-only legacy add-ins: the configuration guide says Qvidian is not supported on mobile devices and the legacy Office add-ins need Windows or a virtual PC on Mac (checked October 2026).
• Generative AI costs extra: AI Assist is an optional add-on for an additional fee, per the AI Assist page (checked October 2026).
• Search that misses: G2 reviewers from October to December 2023 say library search does not always surface the right answer and returns repeated results (checked October 2026).
• Certification labels vary by page: the security page lists SSAE 118 and ISAE 3402, while the technology page cites ISO 27001 and SSAE 16 Type II (checked October 2026). Ask Upland for the current reports.

RocketDocs

• No trial: evaluations are only for “qualified opportunities,” per its pricing page (checked October 2026).
• Portals and proposal generation are add-ons: RocketVault and RapidDocs are listed from the Pro tier up as add-on modules, per the same pricing page (checked October 2026).
• Literal search in older reviews: Capterra reviewers from 2018 to March 2021 say keyword search needs exact terms, per the Capterra reviews page (checked October 2026). Those reviews predate Astro’s nearest-neighbor matching.
• Microsoft-centric stack: Slack and HubSpot are not listed on its platform page (checked October 2026).

Choose Qvidian when

• Your proposal desk produces branded proactive proposals, statements of work and pitch decks, not just questionnaire answers.
• You need multi-step approvals, version control and change tracking enforced across a large, permissioned team.
• Your reps start proposals from Salesforce and expect the document to inherit opportunity data.
• Your team is on Windows desktops, and IT is comfortable supporting Office add-ins.
• You already run Qvidian, the governance is why, and you can evaluate AI Assist as an add-on rather than a reason to switch.

Choose RocketDocs when

• Your compliance board requires generative AI that runs in the vendor’s own environment with no external model provider in the data path.
• Most of your work is DDQs and security questionnaires that arrive as multi-tab Excel workbooks.
• A small core response team routes questions to many occasional SMEs, and unlimited SME seats keep the bill flat.
• You want generative AI included in the base plan, at a published starting price of $18,500 a year.
• You need a fast rollout and value RocketDocs’ stated 4-week deployment process.

Verdict

Different jobs, mostly. Qvidian is a governed document factory: it is strongest when the deliverable is a branded proposal or deck that must pass several reviewers before it leaves the building. RocketDocs is a governed answer engine: it is strongest when the deliverable is a questionnaire, the reviewers are compliance officers, and the AI must not leave the vendor’s environment.

If you are already on either one and its core strength is still the reason, staying is defensible. If neither strength is your reason anymore, that is when the newer options earn a look. Or, as one proposal manager might put it: “Qvidian for the documents, RocketDocs for the questionnaires, and a long meeting if you need both.”

Read the full Qvidian review or RocketDocs review, or browse all RFP & DDQ software.

Sources checked

• Qvidian homepage (Upland Software) (checked October 2026)
• Qvidian AI Assist page (checked October 2026)
• Qvidian security page (checked October 2026)
• Qvidian for technology companies page (checked October 2026)
• Qvidian Browser and Microsoft Office Configuration Guide (January 2024) (checked October 2026)
• Qvidian reviews on G2 (checked October 2026)
• RocketDocs pricing page (checked October 2026)
• RocketDocs private AI (Astro) page (checked October 2026)
• RocketDocs platform page (checked October 2026)
• RocketDocs trust page (checked October 2026)
• RocketDocs reviews on Capterra (checked October 2026)
• RocketDocs reviews on G2 (checked July 2026)