Market Opportunity
Stop preventable project failures with AI pre-mortems that find blindspots targets a $18.0B = 50M knowledge-work teams x $360/yr average spend on decision-support & collaboration tooling total addressable market with medium saturation and a year-over-year growth rate of 18% (collaboration + decision intelligence convergence).
Key trends driving demand: LLM-enabled automation -- generative models now able to produce structured mitigation plans and detect bias, enabling automated pre-mortems at scale.; Remote/hybrid decision work -- asynchronous teams need written, repeatable decision artifacts and integrated workflows, increasing demand for tooling.; Risk-averse governance -- post-mortem/regulatory scrutiny raises interest in proactive failure-mode analysis and auditable decision records.; Integrations-first adoption -- teams expect tools that plug into Jira/Confluence/Slack, lowering friction for new decision-support products..
Key competitors include Miro, Atlassian (Confluence + Jira), Blameless, Jeli (incident analysis & investigation), Notion / Google Docs (workarounds).