Market Opportunity

Freelancers lose time-data control — self-hosted open-source time tracking targets a $4.8B = 60M freelancers/agencies x $80 ARPA (annual time-tracking + integrations spend) total addressable market with medium saturation and a year-over-year growth rate of 8% CAGR in time-tracking & freelancing tooling.

Key trends driving demand: Remote & freelance growth -- more independent workers demand specialized tooling tailored to privacy and exportability.; Open-source adoption -- companies and freelancers prefer OSS stacks to avoid vendor lock-in and to customize workflows.; Privacy & compliance -- regulations like GDPR push buyers to prefer self-hosting or data-portable solutions.; AI-assisted automation -- inexpensive models enable auto-tagging, timesheet summarization, and billing suggestions on-device..

Key competitors include Toggl Track, Clockify, Harvest, Kimai (open-source), Workarounds: Spreadsheets / Manual Tracking / PM-integrated timers.

Freelancers lose time-data control — self-hosted open-source time tracking

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Market Validation

More in Productivity

Too many LLMs — unified routing layer to consolidate AI outputs

Overloaded knowledge workers need no-code AI agents to automate tasks

Stop repeating manual tasks — connect apps to run hands‑free workflows

Freelancer admin overhead — automate proposals, billing, and client ops

Frustratingly stochastic AI chats — deterministic guardrails + human-in-loop

Unify domain portfolios — stop spreadsheets; centralize renewals, costs, sales