Inventive AI
Also known as: Inventive AI Content Manager, Inventive AI Context Engine
AI native RFP and questionnaire response platform built around conflict detection, continuously flagging stale, duplicate and contradictory content across live connected knowledge sources before a response ships.
Inventive AI is a Y Combinator W24 company building AI response automation for RFPs, RFIs, DDQs and security questionnaires.
Its knowledge hub reads live from SharePoint, Google Drive, Notion, Confluence and uploaded documents, respecting source folder permissions, and the AI Context Engine assembles deal context so answers reflect the buyer and the deal. Answers carry citations and confidence ratings.
The AI Content Manager's agents check the connected sources for outdated, duplicate and conflicting content and, the vendor says, eliminate it automatically, with a Self-Updating Knowledge Base in beta. Intake parses Word, PDF or Excel RFPs into a structured workspace with requirements extracted, and helper agents cover competitor research, win themes and compliance. The team edits drafts and flags inaccuracies, which the system is said to learn from.
The security page states SOC 2 Type II, SAML single sign-on with Google, Microsoft and Okta, user roles, AWS hosting with tenant isolation and zero data retention agreements with OpenAI and Anthropic. Connections are read side only, with nothing written back into the CRM or repositories, and no API, SDK, webhook or MCP server is published. Pricing starts at $10,000 a year: a fixed platform fee plus payment per RFP or questionnaire worked on, with unlimited users.
Vendor details
Canonical URL
https://www.inventive.ai
Category
GTM / revenue agent
Subcategory
RFP and questionnaire response automation
Funding status
Independent, a Y Combinator W24 company. No funding figure is published on the vendor's pages read.
Company status
independent
Use cases & customers
Primary use cases
Target customers
Deployment options
Integrations
Read side connections into the knowledge hub: Google Drive, Google Workspace, SharePoint, OneDrive, Notion and Confluence for documents, Salesforce and HubSpot, Zendesk, Slack and Microsoft Teams, plus Okta SSO over SAML. Sources sync live and folder permissions carry through. Nothing documents an action written back into those systems, and no public API, SDK, webhook surface or MCP server is published.
In practice
Two of your source documents give different answers about the same certification and nobody knows which is current. The AI Content Manager flags the contradiction across connected sources before the response is submitted rather than after an evaluator spots it.
Your team maintains no vetted answer library and does not want to build one. Inventive reads from Google Drive, SharePoint, Notion and Confluence at generation time, so an edit in the source file carries into the next draft.
You need a differentiator angle for a competitive bid. The research agents pull competitor context and brainstorm win themes alongside the drafting work rather than requiring a separate tool.
Sources & related URLs
Related / legacy domains
Agentic Index coverage score
7.0 / 14 capabilities · 50%
| Integrations & Tool Calling | Partial |
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A wide read side estate with no action written back. The integrations page lists Google Drive, SharePoint, OneDrive, Google Workspace, Confluence, Notion, Salesforce, HubSpot, Zendesk, Slack, Microsoft Teams and Okta SSO, each described as syncing content into the knowledge hub or controlling sign in. No page documents the agents creating or updating anything in those systems, and no API, webhook or Zapier route is offered. Sourceinventive.ai/integrationsread 2026-10-01 |
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| Workflow Orchestration | Full |
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Multiple agents run a multi step response flow. Intake parses an RFP into a structured workspace with requirements extracted, the AI Context Engine assembles deal context, the Knowledge Agent drafts against the connected hub and the AI Content Manager's agents check content across sources, with project tasks, comments and permissions around them. Sourceinventive.ai and inventive.ai/solution/rfp-platformread 2026-10-01 |
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| Knowledge Grounding & RAG | Full |
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A maintained hub over the customer's own content. Live syncs from SharePoint, Google Drive, Notion and Confluence plus uploaded documents and historical RFPs feed a unified knowledge hub that respects source folder permissions, answers carry citations and confidence ratings, and the AI Content Manager keeps the hub current by flagging stale, duplicate and conflicting content. Sourceinventive.ai and inventive.ai/integrationsread 2026-10-01 |
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| Human Oversight & Guardrails | Partial |
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Drafts go to the team, who edit suggestions or flag inaccuracies, user roles set who can do what, and folder permissions limit what the system reads. No approval step with states, confidence threshold or block before a response leaves is documented. Sourceinventive.ai and inventive.ai/securityread 2026-10-01 |
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| Security, Identity & Governance | Full |
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The security page documents SAML SSO with Google, Microsoft and Okta, user roles from administrator to general user with matching access levels, SOC 2 Type II with the audit carried out by an independent firm, and encrypted, scrubbed audit logs. Sourceinventive.ai/securityread 2026-10-01 |
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| Observability & Auditability | Partial |
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Traceability on each answer, nothing on the agents' runs. Answers carry citations and confidence ratings, and the security page describes encrypted logs with sensitive information scrubbed, without saying they record agent actions. No run history, trace or activity view of what the agents did is documented. Sourceinventive.ai and inventive.ai/securityread 2026-10-01 |
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| Memory & State Persistence | Not documented |
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Content and records, not memory. Historical RFPs, approved answers and synced documents make up the knowledge hub, and the system learning from user edits and flags is an asserted loop; no memory the agents write and read back as their own state, and no scope, lifetime or delete path for one, is documented. Sourceinventive.airead 2026-10-01 |
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| Deployment & Data Residency | Not documented |
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Vendor hosted on AWS with nothing selectable. The security page describes AWS infrastructure with separate production and staging VPCs and strict tenant isolation, which are the vendor's own topology; no region choice, customer VPC, single tenant or on-premises option is offered. Sourceinventive.ai/securityread 2026-10-01 |
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| Prebuilt Agents, Templates & Packs | Partial |
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Agents that are parts of one response workflow, not a set the buyer picks from. The Context Engine, Content Manager, Knowledge Agent and the research, win theme and compliance helpers all work inside a single RFP plan with every feature included. None is offered as a product doing its own job apart from the others. Sourceinventive.ai and inventive.ai/inventive-ai-pricingread 2026-10-01 |
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| Triggers & Channel Coverage | Full |
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The home page says the AI Content Manager's agents automatically detect and eliminate outdated or conflicting information across connected sources, with a Self-Updating Knowledge Base in beta, so work starts on content changes without a person initiating it. Response work itself still starts when a person imports an RFP, and Slack carries notifications. Sourceinventive.airead 2026-10-01 |
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| Model Flexibility & Routing | Partial |
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Several makers, chosen by the vendor. The security page names zero data retention agreements with OpenAI and Anthropic, and the home page describes a blend of LLMs and proprietary agents for specific tasks. No customer selection, routing policy or bring your own model is offered. Sourceinventive.ai/securityread 2026-10-01 |
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| APIs, SDKs & MCP Extensibility | Not documented |
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Nothing lets an outside system call the platform. The home page, integrations page and security page name no API, SDK, webhook, MCP server or developer documentation; the connectors are inbound. Sourceinventive.ai/integrationsread 2026-10-01 |
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| Testing, Debugging & Optimization | Partial |
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Checks on the content and an asserted loop, no evaluation of the agents. Confidence ratings mark weak answers, the AI Content Manager checks the corpus for conflicts, and the system is said to learn from user edits and flagged inaccuracies with no mechanism documented. No scored test set, benchmark or regression check on agent output is offered. Sourceinventive.airead 2026-10-01 |
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| Browser & Computer Use | Not documented |
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No browser, desktop or computer control. Content arrives through authenticated connectors and uploads and responses leave as documents; no extension, portal autofill or page navigation is documented. Sourceinventive.ai/integrationsread 2026-10-01 |
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The Agentic Index coverage score grades every vendor Full, Partial or Not documented against the same 14 buyer facing capabilities, from public evidence only. Each capability links to how all vendors in the index score on it. How this evidence is graded
Pricing
From $10,000 a year: a fixed platform fee plus payment per RFP or questionnaire; custom quote
fixed platform fee plus pay per RFP or questionnaire; unlimited users
What is public
The pricing page publishes the structure and a $10,000 a year starting point; the per RFP rate and the platform fee are quoted.
Billing mechanics
Annual plan: fixed platform fee plus usage priced per RFP or security questionnaire, unlimited users.
Cost watchouts
Cost tracks the number of RFPs and questionnaires worked on above the platform fee, and the per item rate is not published.
Variable cost rationale
Volume linked: the bill moves with the number of RFPs and questionnaires worked on, at a rate that is quoted rather than published.
Additional watchouts
Size the expected RFP and questionnaire volume before the pricing call, since it drives the quote.
Sales call required
Yes, required for paid access
Free / trial
No free tier or trial; pricing call or quote calculator
Lowest paid plan
One plan, starting at $10,000 a year
Commercial notes
One plan includes the full RFP and security questionnaire workflow, the AI Content Engine, the knowledge hub, project management, integrations and support, with no add-ons.
Key ambiguities
The per RFP or per questionnaire rate and the size of the platform fee, which together set the cost above the $10,000 a year floor.
Missing data
Per item rate and platform fee.
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Alternatives to Inventive AI
The closest documented capability profiles to Inventive AI among GTM and revenue agents tracked by Agentic Index, ordered by similarity on the same 14 point evidence the rankings use. No vendor pays for placement.
- Loopio8.0 / 14Adds documented APIs, SDKs & MCP Extensibility
- SiftHub8.0 / 14Fuller documented coverage on Human Oversight & Guardrails and Triggers & Channel Coverage
- CommerceIQ8.5 / 14Fuller documented coverage on Human Oversight & Guardrails and Observability & Auditability
- Connected-Stories5.5 / 14A lighter documented profile than Inventive AI
- Tofu5.5 / 14A lighter documented profile than Inventive AI
- Alta8.0 / 14Adds documented Deployment & Data Residency and APIs, SDKs & MCP Extensibility
Similarity is computed from each vendor's Agentic Index coverage score evidence, axis by axis, not from the totals. How this evidence is graded