A win for consumers.
+Collaborate™ asks for the context that matters, helping consumers get more meaningful answers to their questions.
A different way to work with AI
Don’t just ask AI.
Collaborate with it.
Collaborate is a win-win-win-win
A win for professionals.
+Collaborate™ helps professionals get more work—and better work—done in less time by collaborating with AI instead of simply assigning it tasks.
A win for LLMs.
+Collaborate™ encourages richer, ongoing conversations. For LLM providers that charge by usage, more prompts and more tokens can mean more revenue.
A win for CFOs.
+Collaborate™ helps teams produce more with less, improving productivity and creating opportunities to lower costs and operate with leaner staffing.
See the difference for yourself
Same prompt. Same model. A different conversation. Compare responses with and without +Collaborate, then continue either exchange. Try a suggested question or bring your own. Watch for the moment when asking about your goal or a missing detail changes what the AI does next.
Try the 5-minute demo
Knowing enough to answer the right question
Eight prompts. Three sets of responses. ChatGPT 5.6 and Claude Opus 5 produce sophisticated answers. +Collaborate first asks whether a missing objective or constraint could change the answer. Read the story and compare the complete responses side by side.
Read the story & compare responses
The Strategic Opportunity
Better AI conversations begin with a clearer understanding of what people need. +Collaborate adds a conversational protocol designed to uncover purpose and missing context before the model commits to an answer. Explore the case for licensing or acquisition—and the opportunity to bring that approach to an AI provider’s users.
Download the strategic brief
One Disciplined Test
A company asked AI to cut costs. +Collaborate first asked what the savings were meant to accomplish. In one matched test, that question helped avoid a discarded draft and reduced estimated API cost and generation time. See the results, complete transcripts, and limits of what this example establishes.
Read One Disciplined Test
A Cautionary Tale
A lost helicopter pilot asks where he is. The answer is perfectly accurate—and completely useless. The joke captures a familiar frustration with AI: a polished answer can miss the point. +Collaborate is designed to help the model discover what the user is actually trying to accomplish before answering.
Read A Cautionary Tale
Marriage Story
“Who should I marry?” invites an easy list of desirable qualities. But useful advice starts with understanding the life and partnership someone wants to build. In this example, +Collaborate began by asking about that goal. Read the story, then try the question yourself to see how the conversation unfolds.
Read Marriage Story
Rules of Estrangement
One missing fact changed the direction of the advice. Asked about estrangement, the baseline initially recommended reaching out. +Collaborate explored the context and learned that the adult children had explicitly requested no contact. This example shows why asking before advising can matter—and lets you try the comparison yourself.
Read Rules of Estrangement
The Lion and the Mouse
Even a mouse can help a lion. OpenAI acquired Rockset to help its AI retrieve information it needs. +Collaborate addresses the other side, helping AI recognize when critical information is missing and ask for it. Rockset helps AI retrieve what's there; +Collaborate helps AI ask for what isn't.
Read the story