Automate 80% RFP responses with AI agents
Realm handles the full RFP lifecycle fom go/no-go decision to final submission grounded in your company context.
Go/no-go with a compliance score
Before investing time in a response, get a summary, compliance score and a capability-mapping breakdown showing exactly how the RFP aligns with what you offer.
Industry-leading AI responses
Automate up to 80% of the work with accurate, consistent responses generated from your past bids and trusted sources.
Seamless teamwork on deadline
Keep the submission date front and center with gentle reminders as it approaches. Assign tasks, track ownership, and refine responses in one shared workspace.
Sympa bids 5x faster with Realm
“Realm has allowed us to review an RFP against our offering, and make a quick and informed decision on whether or not to bid. It has also eliminated several iteration cycles and reduced SME and leadership involvement in the process by 40%.”
Powering Realm's AI for RFP automation
Integrate with where your knowledge lives
Purpose-built AI agents for your business
Industry-leading AI responses
Built for real team workflows
"Realm doesn't hallucinate. It will tell you if it doesn’t have the context to answer a question. That’s really powerful."
Built to support the entire bid workflow
Smart import
Import the procurement documents in any format such as Excel, PDF & Word.
Automatic parsing
Shred the documents into structured, ready-to-answer question.
Project summaries
Instantly generate a concise overview of scope and key requirements of an opportunity.
Go/no-go analysis
Automatically score RFPs against your capabilities to decide whether to bid with confidence.
Deadlines & progress tracking
Stay on top of submission dates with reminders and clear task ownership.
100+ languages
Citations
Explanations
Assignments
Comments
Activity log
Customer-ready exports
Realm gives you an unfair advantage on RFPs
Improve response quality
Ground every response in your latest documentation.
Increase bid capacity
Ensure you have the resources to undertake all relevant opportunities.
80%
Of RFx responses automated
5x
Faster response process
Raising the bar for RFP software
Realm integrates with 20+ systems to use the knowledge you already have. No manual setup. No separate content library to maintain.
Realm’s AI agents synthesize information across sources to generate accurate, tailored responses automating up to 80% of questions.
Realm pulls from past proposals, product documentation, and other real-time knowledge sources to ensure every response is accurate, current, and consistent.
Requires constant manual upkeep of Q&A libraries, leading to slow time-to-value and a total cost of ownership equal to full-time job.
Relies on exact matches from your library, producing generic, templated responses and automating only 20–30% of questions.
Locks you into isolated content libraries disconnected from the rest of your company, resulting in inconsistent, outdated, and unreliable answers.
Built with security and privacy in
mind since day one
Complete flexibility, with enterprise-grade security and privacy.
"As a Bid Manager Realm has really cut down my time spent on answering the same repeated questions that appear in most tenders."
Frequently asked questions about RFP automation with Realm
What's Realm's RFP AI?
Realm’s RFP AI helps your team respond to requests and questionnaires ranging from RFPs to RFIs and security questionnaires more efficiently. Built from the ground up with AI at its core, it connects to your company's existing knowledge sources and drafts accurate, up-to-date answers, enabling teams complete proposals faster and with greater consistency.
What types of RFXs and questionnaires can Realm respond to?
Realm can respond to a wide variety of RFXs and questionnaires, including RFPs, RFIs, RFQs, VSQs, CAIQs, SIGs, and DDQs. The platform supports a wide range of file formats, including Excel, CSV, PDF, and Word.
How much of the RFP process can Realm automate?
Realm automates work across the full RFP lifecycle. Before you bid, it generates an instant project summary and a Go/No-Go analysis with a compliance score, so your team can qualify opportunities in minutes. Once you decide to pursue, Realm automates more than 80 percent of responses with accurate first drafts, while deadlines and task ownership stay visible throughout, freeing your experts to focus on review and high-value edits instead of manual writing and coordination.
How accurate are the AI-powered RFP responses?
Realm delivers highly accurate and up-to-date RFP responses by grounding every answer in your company’s verified knowledge base, including past responses. Its proprietary search and AI technology combine information from multiple trusted sources to generate correct and well-written answers. Each response includes cited references, ensuring full 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. The search engine ranks content by trust and recency through metadata weighting and selects only relevant, approved materials. Users can curate the exact sources available to each agent, ensuring responses are grounded in factual, up-to-date information with no fabricated content. Every answer includes cited sources for full transparency and easy validation.
Can I customize the RFP 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 enables the platform to automatically access trusted content and past winning proposals for future responses. This eliminates the need for manual data entry and ensures consistency. You can find more information about our connectors here. You can also always upload knowledge to Realm.
Do I need to create and manage a Q&A library manually?
No, Realm is designed to connect directly with your existing knowledge sources, so you don't have to maintain a separate library of questions and answer 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.
Can Realm help me with bid/no-bid decisions?
Yes. Realm's Go/No-Go Analysis evaluates every incoming RFP against your capabilities and generates a compliance score, along with a detailed breakdown of how the requirements map to what you offer. This gives bid teams a fast, objective read on fit before committing resources to a response. Alongside the score, Realm automatically produces a project summary of the uploaded documents, highlighting scope, key requirements, and critical dates. Your team can get up to speed in minutes without reading through hundreds of pages, making it easy to align stakeholders and decide whether to pursue the opportunity with confidence.
How does Realm facilitate team collaboration for bidding?
Realm provides a centralized platform for your entire bidding process. You can seamlessly review and edit AI-powered drafts, assign specific questions and tasks to subject-matter experts, and track the status of every answer in one shared workspace. Submission deadlines stay front and center with gentle reminders as they approach, and clear task ownership keeps everyone aligned on what's next. This eliminates the need to hunt for answers, chase updates, or wonder who owns what.
How does Realm ensure the security of my sensitive data?
Security and privacy have been core to Realm since day one. The platform is ISO-27001 certified and compliant with GDPR and HIPAA standards. Your data is never used to train language models, and all interactions run through secure, zero-retention endpoints. All data is encrypted in transit and at rest to ensure complete protection. You can find more information about our approach to security and privacy here.
How difficult is it to set up Realm RFP AI?
Realm is designed for seamless implementation, allowing us to get you up and running in under 24 hours. Get in touch with us to get started today.
How does pricing work for RFP AI?
Realm offers four distinct pricing tiers designed to accommodate different team sizes and RFP volumes, with a pricing structure that ensures predictable costs as your RFP volume scales. 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 stems from several key benefits. By automating up to 80% of responses, your team can significantly reduce the hours spent on each RFP, allowing you to respond to more RFPs and increase 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 that all responses are accurate and consistent.