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AI-First Scale-Up: Fractional COO/CFO for EdTech Startups

Served as fractional COO and CFO for two AI-driven K–12 EdTech startups, building AI-first operations and finance from the ground up and scaling commercial execution from $0 to $10M+ booked revenue.

Client: Two US-based incubated EdTech startups pioneering AI-driven K–12 education: one focused on high-end private schools, the other on public schools with students needing intervention.


Challenge: Early-stage growth required rapid commercial scale, operational discipline, and financial clarity - without slowing product delivery. With cross-functional teams and evolving go-to-market motions, the organizations needed an operating model that connected strategy to execution across Marketing, Sales, Product, Implementation, and Support.


What we did: 

Coucal’s consultants:

  • headed Operations and Finance in the capacity of fractional COO and CFO

  • partnered directly with CEOs to scale the business and built AI-first operations and finance foundations: operating cadence, processes, tools, governance, metrics, planning/forecasting, controls, and execution rhythms.

  • aligned stakeholders and teams around measurable outcomes

  • introduced lightweight automation and tooling for productivity gains

  • strengthened cross-functional coordination to improve speed and accountability from strategy through delivery


Outcomes:

  • Scaled commercial execution from $0 → $10M+ booked revenue

  • Established a combined $35M+ ARR target for 2026 with improved planning and predictability

  • Improved cross-functional execution across Marketing, Sales, Product Development, Implementation, and Support through clear cadence and metrics


Capability built:

  • AI-first operating model: cadence, governance, decision-making, execution

  • Finance and forecasting foundations: planning model, controls, metrics, reporting

  • Cross-functional execution system connecting GTM to delivery: handoffs, accountability, automation/tooling

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