I do technical RFPs. The questions I deal with aren't "describe your security posture" — they're "describe your tenancy isolation between control plane and data plane in a multi-region deployment when customer KMS keys are rotated mid-session."

Inventive is the first one whose drafts hold up on the hard questions. Two reasons, I think. One, the grounding is real — the "Information Unavailable" tag actually fires when the knowledge base doesn't have an answer instead of guessing. The architecture also feels properly AI-native — multiple models in a pipeline, not a single GPT-4 call with a vector search bolted on. You can tell from how it handles edge cases. Review collected by and hosted on G2.com.

I'd like better APIs for pulling response data out — I want to wire RFP analytics into our own internal dashboards (win rate by product line, time-to-respond, edit volume by category). They've said API access is expanding, so we'll see.

Initial SharePoint setup had a tenant ID quirk that wasn't documented obviously. Support resolved it same-day but it cost us an afternoon. Review collected by and hosted on G2.com.

I run sales enablement. before inventive my whole afternoon was AEs slacking me "do we have content on X?" or "what's our answer to Y?" now they just open inventive's Q&A agent and find it themselves with citations. that alone gave me my calendar back.

UI is clean, v1 drafts come back in minutes, sharepoint integration just works. Review collected by and hosted on G2.com.

Analytics are pretty surface-level overall. I would also love deeper reporting on win rate by RFP type, which content gets edited the most, time-to-first-draft trends. That data is how i'd justify the spend to my VP and figure out who needs more training. Review collected by and hosted on G2.com.

My sales and product team does a few hundred RFPs every year, and our previous RFP platform forced us to use a question and answer library, which we were in desperate need to change. We evaluated several top AI tools in the market and found Inventive to be significantly better than anything else in the market. Things that we really liked were their response quality was significantly better in the side by sides we did. Also, their agentic system helped us understand the RFP and user requirements, compliance requirements and also do pre-export checks - all extremely helpful when the team is short on time. Overall, their workflow was pretty seamless for our use case as well. Highly recommend it. Review collected by and hosted on G2.com.

When we get a questionnaire with drop-downs for product feature lists, etc., we still have to do some manual work. The team told us a fix is coming at the end of June so we'll see. Not a dealbreaker but would be nice to save some tedious effort. Review collected by and hosted on G2.com.

I like how simple and easy the UI and process are for anyone in my org to pick up. The experience is quick and accurate and syncs directly with our Salesforce instance to integrate everything together.

We have democratized the RFP process to the sales team for some of our faster-moving deals, and it has been a seamless transition. Our reps are able to create an accurate response to almost any RFP format and feel confident that they are providing impactful answers.

The AI models that back the platform are effective and have quickly learned our organization and its products to where we can trust its accuracy at all levels.

Pricing is right on par with many industry tools and they have an easy-to-understand structure.

Onboarding was a light lift, enabling us to implement the tool within weeks. Ongoing support has been all you could ask for in terms of service, error-handling, and product development. The Inventive team is very responsive, insightful, and willing to help. Review collected by and hosted on G2.com.

There have been some loading and tagging errors with many of the projects we have worked on. However, the team is very responsive and willing to jump in and fix what needs to be addressed. The reporting suite is a bit immature at the moment as well, but it is developing and becoming more insightful. Review collected by and hosted on G2.com.

Contextual Response

Inventive AI Context Engine ensures every response is aligned with our company's internal policies, regulatory obligations, and brand tone. This is enabling fast, reliable, easy to use, and compliant decision-making across all our functions.

Time and Resource Efficiency

The built-in conflict detection flags outdated, inconsistent, or contradictory information in legacy content, saving teams countless hours of manual review and reducing operational overhead for our most cost-sensitive teams.

Risk Mitigation at Scale

By proactively identifying non-compliant or conflicting content, Inventive helps de-risk communications and documentation before they are shared in high-stakes regulatory environments or more. Review collected by and hosted on G2.com.

As with most AI-based software, we're excited to see continued enhancements in reporting analytics and other features at an acceptable pace of implementation. The team has been responsive and open to feedback, which gives us confidence in the product's direction, given our extensive use within the portfolio. Review collected by and hosted on G2.com.

What stands out most about Inventive.AI?

Inventive.AI completely reimagines how we handle RFPs. Instead of fighting through disjointed tools and manual processes, we now have a unified platform that does the heavy lifting with precision and clarity.

What we love:

Atomic input handling – Each question is independently tracked, which means no more messy threads or outdated content versions.

Live team editing – Everyone from sales to engineering can work on the same response set in real time, ensuring consistent messaging and faster progress.

Smart templates – The AI recalls language that has performed well in the past and recommends it intelligently—like having a seasoned proposal writer built into the system.

LLM-powered quality checks – Before we submit, we run automated scans to ensure technical accuracy, competitive positioning, and tone alignment.

End-to-end transparency – Every change, comment, and decision is captured and traceable, which is a game-changer for accountability and regulatory requirements.

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What could be better?

We’ve been impressed overall, but there are areas we’d like to see evolve:

CRM integration depth – It would be great to sync opportunity data from Salesforce both ways to reduce double work.

Explainable AI – Occasionally, we’d like more visibility into why the AI chose a certain phrase or answer structure Review collected by and hosted on G2.com.

What business challenges has Inventive.AI solved for you?

Before Inventive.AI, every RFP cycle was a scramble. Content lived everywhere—Google Docs, email chains, Slack messages—and no one knew what was current. Getting input from engineers or legal slowed everything down, and rushing near deadlines often introduced errors.

Now, that chaos is gone.

Centralized response library – We maintain a living repository of vetted content and technical responses, always easy to search and adapt.

Fast, AI-first drafts – The platform generates high-quality first drafts using our existing content, dramatically cutting prep time.

Effortless collaboration – Cross-functional teams work in sync without needing constant meetings or check-ins.

Version control & compliance – Every edit is logged, reviewed, and easy to audit—perfect for regulated industries.

Since implementation, we’ve reduced our RFP response time by more than half, increased our win rate, and made the entire process far less stressful for everyone involved. Review collected by and hosted on G2.com.

Inventive's RFP solution is incredibly well-integrated and intuitive. The platform helps streamline the entire proposal process—from discovery and prompt intake to final output. The highlights for us:

Prompt-level control: Each RFP input is treated atomically, making it easy to track, version, and validate responses.

Real-time collaboration: Our product, engineering, and BD teams can co-edit responses and inject tailored messaging aligned with the prospect’s goals.

Template intelligence: Inventive learns from prior RFPs and recommends boilerplate language and winning phrases with high precision.

Programmatic review: We can trigger automated LLM reviews of technical accuracy, tone, and competitiveness before submission.

Auditability: Every step is logged, so reviewers can trace decisions—crucial for compliance-heavy deals. Review collected by and hosted on G2.com.

Very little so far, but if anything:

We'd love deeper CRM integrations, e.g., bi-directional syncing with Salesforce opportunity records.

The AI model explainability layer could be improved—sometimes we get excellent outputs but can't trace the rationale behind token decisions in auto-responses. Review collected by and hosted on G2.com.

It drafts first responses to RFPs and security questionnaires quickly using our existing content from G-Drive and Slack. It’s also helped us keep things consistent across different regional teams.

Inventive AI has been a game changer for productivity on our team. My team of solutions consultants has done over 80 projects with Inventive so far and has reduce the time to respond by over 60% in some cases. My team has been able to spend more time being strategic and is now able to spend more time in higher-value solutioning. Highly recommend it! Review collected by and hosted on G2.com.

While the core functionality is strong, I’d love to see more analytics and dashboards for management users. Review collected by and hosted on G2.com.

Inventive consistently delivers accurate, context-rich responses that align perfectly with our company’s tone, messaging, and compliance requirements. The AI goes beyond keyword matching and understands the full context of each question, It sources the latest approved content from our connected repositories such as Google Drive, Confluence, and OneDrive, so we never have to worry about outdated materials. Its real-time conflict detection flags inconsistencies before they make it into our final drafts, and the first drafts it produces often require little to no SME intervention. This has dramatically improved both speed and quality. Review collected by and hosted on G2.com.

While the platform is incredibly powerful, the reporting and analytics features could offer more customizable filters and visual dashboards for tracking adoption and usage across teams. Review collected by and hosted on G2.com.

Our team has been impressed by the capabilities and the product is saving a lot of time. We get a ton of payments questionnaires and several teams scramble to respond to them (partner management, product, eng, & more). With Inventive, we were able to have a single repo for content (love their integrations) and our time savings have been over 75% per questionnaire. The contextual responses and content management agents have been generally very impressive. The product is easy to use and implementation was fast and easy. Review collected by and hosted on G2.com.

The dashboarding capability is limited right now for senior stakeholders but seems like it's part of their roadmap. Review collected by and hosted on G2.com.