Company Context
Beacon Talent is a recruiting technology company that helps employers source, assess, and hire talent more efficiently. Its core products include Beacon ATS, Beacon CRM, and Beacon Match, an AI-assisted candidate matching and outreach workflow used by mid-market and enterprise customers. Beacon has grown quickly in the last two years and now serves 420 paying customers, but engineering capacity remains constrained: the product and engineering organization can fund only a small number of major initiatives in the next two quarters.
Strategic Situation
You are the Engineering Manager for the team supporting Beacon Match. Leadership wants a recommendation on how to ensure the team is working on the highest-impact problems over the next 6 months. Three candidate investment areas are under discussion:
- Candidate Rediscovery in Beacon ATS — surface previously rejected or archived candidates for new roles.
- Outbound Automation in Beacon CRM — improve recruiter productivity with sequencing and personalization.
- Match Quality Improvements in Beacon Match — improve ranking relevance and recruiter trust in recommendations.
The decision matters now because Beacon missed its last quarterly net revenue retention target, and sales reports increasing competitive pressure from larger ATS suites adding AI features. You need to recommend where the team should focus and how to justify that choice using market, customer, and business impact.
Data Points
| Metric | Candidate Rediscovery | Outbound Automation | Match Quality Improvements |
|---|
| Customers requesting feature (last 90 days) | 96 | 142 | 118 |
| Estimated annual upsell / retention impact | $1.1M | $1.6M | $1.9M |
| Engineering effort (6-month estimate) | 18 eng-months | 24 eng-months | 20 eng-months |
| Expected time to customer value | 2 months | 4 months | 3 months |
| Strategic differentiation vs competitors | Medium | Low-Medium | High |
Additional context:
- Current ARR: $28M; net revenue retention: 101% vs target 108%
- Gross logo churn is highest among customers with <50 recruiter seats
- Beacon’s top 3 competitors have all launched AI messaging assistants in the last 12 months
- Team capacity for the next 6 months: 22 eng-months plus 1 data scientist shared at 50%
- Leadership expects a plan that can show measurable impact within 2 quarters
Deliverables
- Size the business impact of each investment area using the data provided and any additional assumptions you state.
- Assess competitive dynamics and explain where Beacon can create the strongest strategic advantage.
- Recommend which problem the team should prioritize first, and whether any secondary work should be included.
- Define the decision criteria and operating process you would use to keep the team focused on the highest-impact work over time.
- Propose success metrics leadership should track over the next 6 months.
Constraints
- You cannot fully fund more than one major initiative this half.
- Recommendation must balance near-term revenue impact with longer-term differentiation.
- Sales, Customer Success, and Product all have conflicting priorities.
- Any plan must be realistic for an engineering team, not just a strategy memo.
