Inventive AI is a credible AI-assisted alternative to legacy response-management tools for teams that want fast drafts and active conflict detection across knowledge sources. The conflict-resolution angle is the most interesting differentiator and overlaps conceptually with Iris’s "knowledge ledger" — both target answer drift. As with all AI-assisted challengers, diligence should validate accuracy and conflict-detection claims on real content and confirm enterprise security and scale.
Independent reviewReviewed Jun 2026
Inventive AI
Is Inventive AI right for your team?
Inventive AI automates RFP, RFI, security questionnaire, and DDQ responses with a contextual AI engine and a unified knowledge hub that detects and resolves conflicting source information.
Best forHigh-volume RFP and questionnaire teams with content-conflict issues.
Main usersProposals / revenue
Sources reviewed1
Conflict detection and resolution across knowledge sources.
Research inputs reviewed for this profile.
Structured integration coverage represented in this profile.
Features, workflow steps, and newer capabilities represented in this profile.
Where Inventive AI is strongest
These scores reflect the materials reviewed for this page. Use them to plan your demo, not as a product rating.
01
AI answer support
Published support for drafting, checking, and approving answers.
02
Integrations
Published CRM, collaboration, document, API, and knowledge connections.
03
Process coverage
Published support for intake, routing, review, approval, and reuse.
Source coverageAmount of public product information available for review.
3/10
AI answer supportPublished support for drafting, checking, and approving answers.
10/10
Process coveragePublished support for intake, routing, review, approval, and reuse.
8/10
Portal supportSupport for customer portals and nonstandard questionnaire formats.
1/10
Trust centerDocument sharing, access controls, and customer self-service.
1/10
IntegrationsPublished CRM, collaboration, document, API, and knowledge connections.
10/10
Enterprise controlsPublished SSO, roles, audit, and rollout controls.
8/10
Customer evidencePublished customer stories, product screenshots, and supporting sources.
1/10
Pricing and rollout at a glance
Quote-based subscription
Confirm tiers, seat model, and usage limits directly with Inventive AI.
Expect knowledge-hub aggregation, conflict-detection validation, and role setup.
Confirm who owns source cleanup, reviewer setup, and integrations.
Not documented publicly.
Ask how the knowledge hub and past responses export at contract end.
What Inventive AI does
Inventive AI automates RFP, RFI, security questionnaire, and DDQ responses. Public materials describe an AI Contextual Engine for tailored responses, a Unified Knowledge Hub aggregating multiple document sources, an AI Content Manager that detects duplicate and stale information, an AI Agents Hub for competitive research and refinement, conflict detection across sources, and role-based collaboration.
The defining claim is proprietary LLM technology positioned to detect and resolve conflicting information across knowledge sources, with confidence ratings and hallucination safeguards, plus real-time web research.
Who should use Inventive AI?
Use cases
Where Inventive AI is most useful.
RFP / RFI automation
Generate tailored proposal and information-request responses from a unified knowledge hub.
Security questionnaire & DDQ automation
Auto-fill security questionnaires and due-diligence questionnaires with confidence ratings.
Knowledge conflict resolution
Detect and resolve conflicting or stale answers across connected sources.
Teams
Teams and users
The people most likely to use the product during questionnaires, RFPs, assessments, and customer security reviews.
Proposal managerManager or director / Proposals / revenue
Runs response projects, assigns tasks, and reviews tailored drafts.
Solutions consultantSales or solutions / Presales
Drafts technical answers and uses agents for competitive research.
How Inventive AI handles a questionnaire
Aggregate knowledge
Connect Drive, SharePoint, Notion, Confluence and other sources into the hub.
Generate tailored answers
The contextual engine drafts answers with confidence ratings and conflict checks.
Review and refine
Teams collaborate, resolve conflicts, and refine answers with agents.
Features to test in a demo
AI Contextual Engine & Knowledge Hub
Generates tailored responses from a unified hub aggregating Drive, SharePoint, Notion, and Confluence.
- AI Content Manager flags duplicate and stale content.
Conflict detection
Detects and resolves conflicting information across knowledge sources.
- Conceptually similar to a "knowledge ledger" approach to answer freshness.
Integrations and customer examples
Integrations
Connections to source documents, review tools, customer portals, and sales systems.
SalesforceCRM
CRM workflow support.
Google DriveDocument storage
Knowledge ingestion.
SharePointDocument storage
Knowledge ingestion.
ConfluenceKnowledge base
Knowledge ingestion.
NotionKnowledge base
Knowledge ingestion.
SlackCollaboration
Collaboration and notifications.
JiraOther
Task and review workflow.
ZendeskOther
Support-content source referenced in materials.
Technical features
APIs and AI tooling
Features to ask about if APIs or AI tooling matter to your team.
Conflict detection and resolutionSeed conflicting answers and confirm how Inventive flags and resolves them. ->
Resolving conflicting source answers targets the drift problem that undermines automated responses.
AI Agents HubConfirm which agents are included, their data sources, and admin controls. ->
Agents for competitive research and refinement extend beyond drafting into deal intelligence.
Compare Inventive AI with alternatives
What to compare
Inventive AI
Iris →AutoRFP.ai →Best for
High-volume RFP and questionnaire teams with content-conflict issues.Iris (heyiris.ai) is an AI platform for RFP, RFI, and security questionnaire response built around a "knowledge ledger" that keeps institutional answers current and consistent.AutoRFP.ai is an AI-assisted platform for RFP, DDQ, and security questionnaire responses with a library-less approach that learns from approved answers and a Chrome extension for procurement portals.Test in a demo
Shortlist Inventive AI when high response volume meets content-conflict problems and you prefer an AI-assisted tool over legacy suites.Test your questionnaire, integrations, and setup requirements.Test your questionnaire, integrations, and setup requirements.Buyer checklist
Demo
What to test in an Inventive AI demo
Prove conflict detection, sourcing, and accuracy with your content.
Conflict detection
Seed two conflicting answers and confirm detection and resolution behavior.
Confidence and sources
Verify confidence ratings and source visibility on generated answers.
Real questionnaire
Run a real security questionnaire and measure cleanup effort.
Verify before buying
Claims to verify before purchase
Validate accuracy, uniqueness claims, and enterprise readiness.
Accuracy & uniqueness
Inventive claims to be the "first and only" with conflict-resolution LLM tech and high accuracy; validate and attribute.
Pricing
Confirm tiers, seat model, and usage limits directly.
Enterprise controls
Confirm SSO, RBAC, audit logs, data handling, and scale.
What isn’t publicly documented
Confirm these items directly during procurement.
ItemPublic statusWhat to confirm
Buyer portalsConfirm buyer-portal handling.
Verify with vendor
Free tier or trialPricing is not published; confirm trial options.
Verify with vendor
SSO / SCIMConfirm SSO/RBAC availability.
Verify with vendor
Zero data retentionAsk for the current contractual retention terms.
Verify with vendor
No-training commitmentConfirm whether customer data trains vendor or third-party models.
Verify with vendor
Full library exportAsk how the knowledge hub and past responses export at contract end.
Verify with vendor
Company information
Inventive AI is a privately held, Y Combinator-backed (S23) AI response-automation company founded in 2023 and headquartered in Mountain View, CA. It was co-founded by CEO Dhiren Bhatia with Vishakh Hegde and Gaurav Nemade, and public materials reference a $4M seed round. Company-profile details should be treated as point-in-time context.
Company snapshot
Founded2023
HeadquartersMountain View, CA
Company typePrivately held
FoundersDhiren Bhatia, Vishakh Hegde, Gaurav Nemade
Questions to ask Inventive AI
Ask these questions in the Inventive AI demo, then test the answers with your own content and approval process.
- Does the product answer customer requests, send vendor assessments, or both?
Inventive AI mainly helps your team answer customer questionnaires and share security material. It is not a full third-party risk management system for assessing suppliers.
- Can every AI-drafted answer be traced to its source?
Inventive AI says drafted answers use source material. In the demo, open several citations and test what happens when sources conflict or go out of date.
- Which questionnaire files and customer portals can it handle?
Inventive AI does not clearly document difficult portal or file-format support. Ask for a live walkthrough using your own questionnaires.
- Which standard and custom questionnaires does it support?
Inventive AI does not clearly document SIG, CAIQ, HECVAT, or VSA support. Ask whether each is built in, available as a template, or handled as a custom import.
- Does it include buyer-side vendor risk assessment?
Inventive AI is not primarily a buyer-side vendor risk product. If you need to score suppliers before sending assessments, evaluate that separately.
- Can its trust center prevent repeat questionnaires?
Inventive AI does not list a trust center as a core feature. If customer self-service matters, compare it with products that include one.
- How does review, approval, answer ownership, and audit history work?
Inventive AI documents review and approval controls. In the demo, test a low-confidence answer, expert assignment, final approval, and the audit record.
- Does it connect to the systems your team already uses?
Inventive AI lists 8 integrations across CRM, document storage, knowledge bases, collaboration, and other systems. Examples include Salesforce, Google Drive, SharePoint, Confluence, and Notion. Confirm what each connection can do, whether API work is required, and which plans include it.
- How are reused answers updated when policies, reports, or products change?
Inventive AI documents controls for maintaining source content. Ask who updates policies, SOC 2 reports, subprocessors, and product details—and whether those changes reach every reused answer.
FAQ
What makes Inventive AI different?
Inventive AI emphasizes proprietary LLM technology that detects and resolves conflicting information across knowledge sources, alongside RFP and security questionnaire automation.
Does it handle security questionnaires?
Yes. Inventive AI automates security questionnaires and DDQs in addition to RFP/RFI responses.
Disclosure: This page is not sponsored. We do not accept payment to change our findings or recommendations.