Responsive, the leader in Strategic Response Management (SRM), today announced expanded Model Context Protocol (MCP) capabilities. Teams are now using ChatGPT, Microsoft Copilot, and Claude to access trusted knowledge managed in Responsive, collaborate, and move high-stakes response work forward without leaving their AI workspace.

A seller can answer a prospect’s security questions and send a tailored follow-up in one conversation. A security expert can draft and save their assigned answers without opening another application. A proposal team can capture new knowledge, tag it, and route it for review from the same chat. Behind each of those actions, Responsive’s intelligent content management keeps the underlying knowledge current, so what reaches the buyer is approved and accurate.

“The promise of Responsive MCP isn’t simply faster answers. It’s better answers, grounded in the knowledge we already trust,” said Kristen Carloni, Head of Aladdin Business Proposals & Sales Optimization at BlackRock. “By bringing our curated Responsive content directly into the AI tools our sellers already use, we can improve the relevance and reliability of AI-generated responses without introducing another workflow. What we’ve seen gives us confidence that this combination of trusted content and generative AI will deliver real value at scale.”

AI made answers fast. Trusted answers are still hard to come by.

Every major enterprise now has AI. Far fewer have AI-generated responses they would put in front of a buyer’s CISO, a regulator, or a procurement committee. Meanwhile, the pressure to respond keeps rising: 75% of organizations say buyers now demand faster response times, more personalization, and tighter budgets, according to Responsive and APMP’s 2025 State of Strategic Response Management Report.

That pressure pushes teams toward generic AI, which can produce a confident answer in seconds but cannot tell whether that answer matches the company’s current security posture, product capabilities, or contractual position. In bid and proposal work, that gap is expensive. An answer in a security questionnaire, a due diligence questionnaire, or a public-sector bid can become a contractual commitment, a compliance finding, or grounds for disqualification. Getting it 90% right is not good enough.

Responsive closes that gap from both sides: it surfaces approved expertise into the AI tools teams already use, and it keeps that expertise reliable as the business changes.

What MCP unlocks: from finding answers to acting on them

Building on its initial MCP release in May 2026, Responsive is moving beyond retrieval. Teams can now take action on governed knowledge directly within their AI assistant, with every action connected back to Responsive and every user’s existing permissions enforced. Responsive’s MCP capabilities are built across ChatGPT, Microsoft Copilot, and Claude, so teams can work in whichever assistant they already use.

Since launching the Responsive MCP Server, customers have made more than 198,000 tool calls to bring trusted organizational knowledge into their AI workflows. And they’re doing more than searching: more than 38,000 times, teams have moved work from their AI assistants into active pursuits, putting trusted intelligence to work where speed and accuracy matter most.

Today, sellers can find approved, source-backed content and turn it into tailored follow-ups and executive summaries without leaving their AI workspace. Subject-matter experts can review assigned questions, apply their expertise, and save responses back to projects from the AI tools they already use. Proposal and knowledge teams can create reusable content, coordinate reviews, and manage approvals in the same workflow, keeping trusted knowledge ready for the next pursuit.

For CIOs, the model extends existing AI investments without creating a shadow knowledge base: the MCP server applies user-level permissions, so what someone can see and do in ChatGPT, Copilot, or Claude matches what they can see and do in Responsive.

Intelligent content management: remove the busywork, keep the guardrails

AI makes knowledge easier to reach. It does not make it correct. Millions of responses have been touched by AI through Responsive, making the accuracy of the knowledge behind them more important than ever. Enterprise information is always changing, whether it’s a new SOC 2 report, an updated data-retention policy, or a product name change. But when that information changes, previously approved answers can quickly become outdated, and most teams only catch the problem during periodic manual audits. In the meantime, stale content flows into proposals and, increasingly, into AI-generated responses. Gartner predicts that, “through 2026, organizations will abandon 60% of AI projects unsupported by AI-ready data.”*

Responsive’s intelligent content management capabilities help teams keep their content library accurate and ready to use without turning content maintenance into a full-time job. It flags duplicate and conflicting information, assesses writing quality and metadata completeness, and recommends whether content should be accepted, rejected, or reviewed. Teams can automate straightforward decisions with configurable rules while keeping human judgment in the loop when accuracy and accountability matter.

Teams can rely on a source of truth that stays current without slowing down, and that is ready for both people and AI to use with confidence.

“Intelligent content management and MCP are foundational to Responsive’s vision beyond response management to support the broader pursuit lifecycle and help enterprises make better decisions at every stage,” said Ganesh Shankar, CEO and co-founder of Responsive. “Responsive is building toward a future where trusted knowledge, AI, and human expertise work together to help enterprises compete and win more effectively than ever before.”

Read Responsive’s blog post for more detail on new innovations for Fall 2026.

*Gartner Press Release, Lack of AI-Ready Data Puts AI Projects at Risk, https://www.gartner.com/en/newsroom/press-releases/2025-02-26-lack-of-ai-ready-data-puts-ai-projects-at-risk, February 2025. Gartner is a trademark of Gartner, Inc. and/or its affiliates.

About Responsive

Responsive is the global leader in Strategic Response Management (SRM), transforming how organizations share and exchange critical information. The AI-driven Responsive Platform is purpose-built to manage strategic responses at scale, empowering companies worldwide to accelerate growth, mitigate risk, and improve employee experiences. Nearly 2,000 companies have standardized on Responsive to manage RFPs, RFIs, DDQs, ESGs, security questionnaires, ad hoc requests, and more. Responsive is registered in Portland, Oregon, with offices in Kansas City, Missouri; Dallas, Texas; and Coimbatore, India. For more information, visit https://www.responsive.io.

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