Build an Emerging Tech Adoption Engine

Company Context

Northstar Commerce is a mid-market B2B SaaS company that sells workflow and analytics software to retail brands and distributors. The company generates $180M ARR, grows at 18% YoY, and serves 4,200 customers across North America and Europe. Its products are profitable, but growth has slowed versus newer AI-native competitors. Over the last 12 months, internal teams have proposed more than 20 technology initiatives—including generative AI copilots, workflow automation, vector search, low-code integrations, and real-time analytics—but leadership believes the company lacks a disciplined way to stay current on emerging technologies and decide what is actually worth adopting.

Strategic Situation

You are the newly hired Head of Strategy. The CEO wants a repeatable process for scanning emerging technologies, prioritizing which ones matter, and deciding whether Northstar should build, buy, partner, or ignore. The decision matters now because competitors are launching AI features quickly, customers increasingly expect automation, and the board has approved a limited innovation budget for the next fiscal year. Leadership is concerned that reacting to every trend will waste capital, but moving too slowly could weaken Northstar's market position.

Relevant Data Points

Additional facts:

• Churn among the top 500 accounts is still low at 6%, but win rates in new enterprise deals have fallen from 31% to 24% over 18 months.
• Sales reports that 28% of lost deals now mention “stronger automation/AI roadmap” as a reason.
• The CTO estimates that launching a meaningful AI capability in-house would cost $2M-$4M in year 1, while a partnership or acquisition-led approach could reduce time-to-market by 3-5 months.

Deliverables

1. Propose a structured framework for how Northstar should stay current on emerging technologies.
2. Define how the company should evaluate whether a technology is worth adopting.
3. Prioritize 3-4 technology themes Northstar should assess first and explain why.
4. Recommend a governance and decision model, including build/buy/partner criteria.
5. Outline a 12-month action plan with milestones and success metrics.

Constraints

• Total incremental innovation budget is capped at $8M for the next 12 months.
• Leadership wants visible customer-facing progress within 2 quarters.
• Engineering capacity is limited; only 2 major platform initiatives can be pursued simultaneously.
• Any initiative must show a credible path to revenue growth, retention improvement, or cost savings within 24 months.