Fix project friction by proactively aligning teams and workflows

Teams—especially hybrid and remote ones—lose time and create costly rework because goals, responsibilities, and changing priorities aren’t consistently aligned across meetings, tickets, and chat. Project managers, engineering leads, and product teams experience frequent missed handoffs and unclear ownership, a friction that scales with org size. Build an overlay platform that passively ingests signals from PM tools, chat, and docs, uses embeddings and LLMs to surface alignment gaps, and proactively issues lightweight nudges (ownership flags, decision summaries, next-step tasks) to the right people. Deliver it as low-friction integrations and a small UI layer targeted at the 15M-team addressable market with a $3K ACV go-to-market model. This is an attractive moment: hybrid work and rising automation demand sustain high need for coordination tooling, yielding a $45.0B TAM (15M teams × $3K ACV) and a market score of 90/100; advances in integrations and LLM capabilities make automated cross-document alignment feasible today, and revenue potential scores 80/100. That said, competition is high, so the differentiator must be measurable ROI within weeks, plug-and-play integrations, and a focus on proactive alignment signals (not just search or summaries) powered by embeddings—do that and the idea has practical legs despite the crowded landscape.