Dairakar

Dairakar is an AI-powered scope management platform built for freelancers and agencies who lose money to 'just one more thing' requests. It turns informal client conversations — emails, Slack threads, call transcripts — into structured, signed scope baselines that both sides agree on before work starts. Once a project is underway, Dairakar monitors every incoming request, automatically flags anything that falls outside the agreed baseline, and generates change-request documents with pricing and approval flows so additional work is documented and billed before it begins. A communication pipeline analysis surfaces when clients are drifting toward scope creep before they even ask, and dispute-ready audit logs timestamp every agreement, revision, and approval. For service providers tired of eating the cost of fuzzy boundaries, Dairakar replaces hand-shake agreements with an AI-enforced contract layer that protects margins without damaging client relationships.