Win more with AI-native RFP response automation

Realm’s AI Agents connect with your existing sources of knowledge and drafts RFP responses that win more deals, faster.

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Why realm

Raising the bar for RFP automation

Realm integrates with your existing knowledge via 20+ connectors, eliminating manual setup and the burden of managing a separate content library.
Realm’s AI agents synthesize information from the right sources to generate accurate, tailored responses, improving quality and saving your time by automating 70% of questions.
Realm pulls knowledge from your past RFPs, documents, and apps in real-time, ensuring every answer is consistent, accurate, and up-to-date.
Legacy RFP software
Forces you to build and constantly update a static content library of Q&A pairs, leading to a slow time-to-value and high total cost of ownership equal to full-time job.
Relies on low-quality, keyword-based "AI" that only handles questions that matches your library verbatim, resulting to generic, templatized responses to just 20-30% questions.
Traps you into Q&A content libraries that are siloed from other company knowledge resulting in inconsistent, outdated, and unreliable answers.
"Adopting Realm is one of the best vendor decisions we’ve made. Realm is the missing link between our knowledge and AI. The team is a thrill to work with and it’s exciting to see the product evolve at a rapid rate."
Mika Maliniemi
COO at QPR
Connect

Integrate your apps

Connect your existing knowledge sources with 20+ native connectors. Include anything from past RFPs to technical docs, support tickets and Slack channels.

Curate

Choose your Agent

Realm can use all of your connected knowledge to draft answers, or you can limit it to trusted sources. Create specialized Agents for each market, product or RFX.

Upload

Start with a new RFP

Upload an empty RFP to automate your response in no time. Realm can handle a range of formats from Excels to PDFs and Word documents.

Draft

AI writes the answers

Your selected Agent drafts answers to the entire RFP. If a documented answer exists, Realm will find it. If it doesn’t, Realm won’t attempt to answer the question.

Collaborate

Finalize with the team

Review the AI-powered responses, assign them to SMEs, and refine them as a the team. When you’re done, simply export the RFP and send it to the customer.

Chat feature user interface
Data analysis feature
Chat feature user interface
Advantage

Realm gives you an unfair advantage on RFPs

Write better answers

AI doesn’t cut corners and spots details humans miss.

Streamline collaboration

Reduce SME fatigue and free up SE time for high-stakes deals.

70%

of responses automated, so all you have to do is polish.

<5 min

to draft responses to an entire RFP with 100s of questions.

Start automating RFP responses with Realm

Faq

Frequently asked questions

How does Realm differ from alternative RFP software?

Unlike legacy RFP tools such as Loopio or Responsive.io, Realm is built from the ground up with AI at its core to help your team respond to RFPs, RFIs, RFQs, and security questionnaires more efficiently and win more deals.

Instead of forcing you to build and constantly update a static content library of Q&A pairs, which leads to a slow time-to-value and high total cost of ownership, Realm integrates with your existing knowledge base via 20+ connectors, eliminating the need for manual setup and the burden of managing a separate content library.

While traditional RFP software providers have introduced “AI” capabilities built on top of their existing platforms, they tend to rely on low-quality, keyword-based “AI” that only handles questions that match your content library verbatim. This results in generic, templatized responses to just 20-30% questions. Realm’s AI Agents leverage industry-leading AI models to synthesize information from the right sources, generating accurate, context-aware answers. Realm customers automate up to 70% of responses, while improving response quality and increasing win rates.

With Realm, you can create specialized AI agents for different RFXs, markets, and products, ensuring you put your best foot forward with every bid. Additionally, Realm streamlines the entire process by enabling your team to collaborate seamlessly on drafting, reviewing, and approving responses within a single platform.

What types of RFXs and questionnaires can Realm respond to?

Realm can respond to a wide variety of requests and questionnaires from RFPs to RFIs and RFQs and and from VSQs, CAIQs, and SIGs to DDQs.,The platform supports diverse file formats such as Excel, PDF, and Word.

How much of the RFP process can Realm automate?

Realm can automate up to 70% of your RFP and questionnaire responses. This allows your team to focus on high-value tasks like strategic customization and detailed answers where human expertise is most critical.

How accurate are the AI-powered responses?

Realm's industry leading AI drafts highly accurate and up-to-date answers by grounding its responses in your company's verified knowledge base including past RFP responses. The AI is designed to combine information from diverse sources to craft correct and compelling responses, and it cites the sources used for each answer, ensuring transparency and easy verification.

How does Realm prevent AI "hallucinations" or incorrect answers?

Realm's AI models are grounded in your company's specific knowledge base, which serves as the "source of truth." This prevents the AI from fabricating information if it cannot find a relevant answer in the provided content. The system is designed to use only the data you provide, ensuring responses are based on your approved materials such as past RFP answers.

Can I customize the AI for different types of questions?

Yes. Realm allows you to set up and curate specialized AI Agents for different question types, product verticals, or customer segments. Each Agent can be grounded in a specific subset of your knowledge base, ensuring the most relevant information is used for each response.

What knowledge sources does Realm connect with?

Realm integrates with over 20 different knowledge sources your team already uses. This allows the platform to automatically tap into trusted content and past winning proposals for future responses. This eliminates the need for manual data entry and ensures consistency.

Do I need to manually create and manage a Q&A library?

No, Realm is designed to connect directly with your existing knowledge sources, so you don't have to maintain a separate library of question and answers pairs. Furthermore, after you complete an RFP, the finalized responses are automatically added back into your knowledge base to inform and improve future answers.

Can I import my existing Q&A library or past RFPs into Realm?

Yes, you can easily import your existing Q&A libraries and past RFPs. Realm's system will process this information, making it a part of your centralized knowledge base that the AI can use to generate future responses.

How does Realm facilitate team collaboration?

Realm provides a centralized platform for your entire bidding process. You can seamlessly review and edit AI-powered drafts, assign specific questions to subject-matter experts for finalization, and track the status of all answers. This eliminates the need to hunt for answers and follow-up on the progress.

How does Realm ensure the security of my sensitive data?

Security and privacy have been fundamental to Realm's design since day one. We protect your confidential information through enterprise-grade measures: single-tenant architecture with dedicated databases per customer, AES-256 encryption at rest and TLS 1.2+ encryption in transit, and strict AI privacy policies that never use your data for model training.

Access control is seamlessly integrated with your existing systems—Realm requires authentication through your company's identity provider and automatically mirrors all user permissions from source systems, updating in real-time as permissions change.

Our commitment to security is validated through industry certifications including ISO-27001, GDPR compliance, and HIPAA compliance.

This comprehensive framework ensures your sensitive business information remains fully protected while enabling efficient AI-powered RFP responses.

How long does it take to implement Realm?

Implementation timelines are flexible and can be adapted to your team's needs. The primary step is connecting your knowledge sources, which Realm's 20+ connectors make straightforward. Our team will work with you to ensure a smooth onboarding process.

How does the pricing for Realm’s work?

Realm offers four distinct pricing tiers designed to accommodate different team sizes and RFP volumes, with a pricing structure ensures predictable costs while scaling with your RFP volume needs. You can find more information about our pricing plans here.

What is the return on investment of using Realm for RFPs?

The ROI from using Realm comes from several key benefits: By automating up to 70% of responses, your team can significantly reduce the hours spent on each RFP, which means that you can respond to more RFPs, increasing sales opportunities. As one of our customers noted, "AI takes the time to write detailed answers where humans would cut corners," which can improve bid quality and win rates. Additionally using a centralized, always up-to-date knowledge base ensures all responses are accurate and consistent.