2. OBJECTIVES & SUCCESS METRICS
Connected to: Section 1 (Executive Summary), Section 10 (ROI), Section 9 (Monitoring)
Primary Business Objectives
Objective 1: [Primary Objective Title]
- What: [Clear statement of what you want to achieve]
- Why: [Business rationale - how does this advance company goals?]
- Measurable Success: [How you'll know it's done - specific number or outcome]
- Timeline: [When should this be achieved?]
- Owner: [Who is accountable]
- Dependencies: [What must be true for this to work?]
Example:
- What: Launch [Product Name] v1.0 with complete API coverage and production-ready documentation
- Why: Enables users to immediately start using the system, establishing market leadership
- Measurable Success: Launch v1.0, 100% API documentation coverage, pass 500+ integration tests, zero critical security issues
- Timeline: End of Week 8 (Phase 2 completion)
- Owner: Technical Lead
- Dependencies: Core features complete, API design finalized, security audit passed
Objective 2: [Secondary Objective Title]
- What: [Clear statement]
- Why: [Business rationale]
- Measurable Success: [Specific metric]
- Timeline: [When]
- Owner: [Who]
- Dependencies: [Prerequisites]
Objective 3: [Tertiary Objective Title]
- What: [Clear statement]
- Why: [Business rationale]
- Measurable Success: [Specific metric]
- Timeline: [When]
- Owner: [Who]
- Dependencies: [Prerequisites]
30-60-90 Day Success Metrics
Day 30 Checkpoint: MVP Launch & Market Validation
| Metric | Target | Current | Owner | How Measured |
|---|---|---|---|---|
| MVP Completeness | 100% core features shipped | 0% | Tech Lead | Feature checklist + code review |
| Code Quality | 80%+ test coverage | 0% | QA Lead | Coverage reports from CI/CD |
| Documentation | 100% API documented | 0% | Tech Lead | Doc site + API explorer live |
| Initial Users | 50+ beta testers | 0 | Product Lead | Signup count in analytics |
| Community Size | 100+ Discord members | 0 | Marketing | Discord analytics |
| Security Baseline | Zero critical vulnerabilities | TBD | Technical Lead | Security audit report |
| Performance | <200ms API response (p95) | TBD | DevOps | Monitoring dashboards |
| Product-Market Fit Signal | 3+ beta partners willing to pay | 0 | Sales | Signed contracts/LOIs |
Day 30 Gate Criteria (Must-Have):
- MVP shipped to npm
- Zero critical security issues found
- 50+ active beta testers
- Steering committee approves proceeding to Day 60
Day 60 Checkpoint: Growth & Early Traction
| Metric | Target | Current | Owner | How Measured |
|---|---|---|---|---|
| User Growth | 500+ total signups, 200+ MAU | 0 | Product Lead | Analytics dashboard |
| Adoption Rate | 5,000+ npm downloads (cumulative) | 0 | DevOps | npm registry + Snyk |
| Developer Engagement | 100+ GitHub stars, 10+ issues reported | 0 | Technical Lead | GitHub insights |
| Feature Adoption | 60%+ users deploying agents (not just downloading) | 0 | Product Lead | Feature usage analytics |
| Community Health | 10+ community projects built on SDK | 0 | Marketing | Community tracking |
| Quality Metrics | 85%+ code coverage, <1% error rate in production | 0% | QA Lead | Monitoring + CI/CD reports |
| Partnership Traction | 2-3 enterprise pilots underway | 0 | Sales | Deal pipeline tracking |
| Financial Metrics | $50K+ in partnerships/revenue | $0 | Business Lead | Revenue tracking |
| Performance | P95 response time <150ms, 99.5%+ uptime | TBD | DevOps | APM dashboards |
Day 60 Gate Criteria (Must-Have):
- 500+ users acquired
- Product-market fit validated (60%+ feature adoption rate)
- 2+ enterprise pilots in progress
- Revenue/partnership deals totaling $50K+
- Steering committee approves Series A fundraising or Scale Phase
Day 90 Checkpoint: Product-Market Fit & Business Sustainability
| Metric | Target | Current | Owner | How Measured |
|---|---|---|---|---|
| User Scale | 5,000+ total users, 2,000+ MAU | 0 | Product Lead | Analytics + monthly cohort retention |
| Ecosystem Impact | 10,000+ active users | 0 | Product Lead | User analytics + dashboard queries |
| Adoption Velocity | 50,000+ npm downloads (cumulative) | 0 | DevOps | npm + Snyk analytics |
| Revenue | $150K+ annualized revenue rate (partnerships/SaaS) | $0 | Business Lead | Revenue tracking + forecast |
| Customer Satisfaction | NPS ≥ 40, 90%+ retention at 30 days | TBD | Product Lead | NPS surveys + churn analysis |
| Quality at Scale | 90%+ code coverage, <0.1% error rate in production | 0% | QA Lead | SLA dashboards + error tracking |
| Team & Organization | Full team hired, culture established | Partial | HR/People | Headcount vs. plan |
| Funding Progress | Series A commitments or $2M+ revenue achieved | $0 | CEO/Fundraising | Investor commitments or ARR |
| Market Position | #1-2 in AI agent SDK category | TBD | Marketing | Industry analyst reports + market share |
| Sustainability | Unit economics positive or clear path to profitability | TBD | CFO | LTV/CAC ratio analysis |
Day 90 Gate Criteria (Must-Have):
- 5,000+ users acquired
- 10,000+ active users
- Revenue/partnership pipeline at $150K+ annualized rate
- Series A commitments OR profitability achieved
- Board/Executive decision on next chapter: Series A → Scale or acquisition/strategic partnership
Key Performance Indicators (KPIs) - Ongoing Tracking
Product KPIs
- Daily Active Users (DAU): [Target increase from 0 → X by day 90]
- Monthly Active Users (MAU): [Target increase from 0 → X by day 90]
- Feature Adoption Rate: % of users taking primary action = [Target 60%+]
- Time-to-First-Value (TTFV): [Target: <15 minutes from signup to first deployment]
- Engagement Score: [Composite metric combining DAU, feature usage, return frequency]
- Net Promoter Score (NPS): [Target: 40+ by day 60]
- 30-Day Retention Rate: [Target: 70%+ by day 60]
Engineering/Quality KPIs
- Code Coverage: [Target: 80%+ by day 30, 90%+ by day 90]
- Mean Time to Recovery (MTTR): [Target: <1 hour for production incidents]
- Defect Escape Rate: [Target: <1% - bugs found in production vs. testing]
- Test Pass Rate: [Target: 99%+ of automated tests passing in CI/CD]
- Deployment Frequency: [Target: Daily by day 60, multiple times daily by day 90]
- Lead Time for Changes: [Target: <4 hours from commit to production by day 90]
- API Performance (P95 latency): [Target: <200ms by day 30, <150ms by day 90]
- System Uptime: [Target: 99.5%+ SLA]
Business KPIs
- Customer Acquisition Cost (CAC): [$X] = Marketing spend / New customers
- Lifetime Value (LTV): [$X] = Annual revenue per customer × years retained
- LTV/CAC Ratio: [Target: 3:1 or higher by day 90]
- Monthly Recurring Revenue (MRR): [$X] - for SaaS/subscription revenue
- Annual Run Rate (ARR): [$X] - MRR × 12
- Churn Rate: [% of customers lost monthly - Target: <5%]
- Revenue per User: [$X] - total revenue / users
- Payback Period: [# months to recover CAC - Target: <12 months]
Community/Market KPIs
- GitHub Stars: [Target: 100 by day 30, 500+ by day 60, 1000+ by day 90]
- npm Downloads: [Target: 1000 by day 30, 5000 by day 60, 50,000 by day 90]
- Discord Members: [Target: 100 by day 30, 500 by day 60, 1000+ by day 90]
- Twitter/Social Mentions: [Sentiment-weighted impressions]
- Enterprise Pilots: [# of active pilots: 0 → 1 by day 30, 3+ by day 60]
- Media Mentions: [# of press mentions, placement tier]
Metric Ownership & Accountability
| Metric Owner | Responsible KPIs | Review Frequency | Escalation Path |
|---|---|---|---|
| Product Lead | DAU, MAU, Feature Adoption, TTFV, NPS, Retention | Weekly | Executive Sponsor |
| Technical Lead | Code Coverage, Test Pass Rate, MTTR, Uptime | Daily (dashboards), Weekly (review) | CTO |
| DevOps Lead | Deployment Frequency, API Performance, MTTR | Daily | Technical Lead |
| QA Lead | Defect Escape Rate, Test Pass Rate, Coverage | Daily in CI/CD, Weekly review | Technical Lead |
| Business Lead | CAC, LTV, MRR/ARR, Churn, Revenue per User | Weekly | CFO/CEO |
| Marketing Lead | GitHub Stars, npm Downloads, Discord, Social Mentions | Weekly | CMO |
| Sales Lead | Enterprise Pilots, Deals, Revenue Pipeline | Weekly | COO/CEO |
Success Definition by Phase
Phase 1 (Foundation - Weeks 1-2)
This phase is successful if:
- Architecture finalized and approved by Technical Review Board
- Project governance established
- Team onboarded with roles/responsibilities clear
- Development environment fully operational
- First sprint planned with 10+ story points of deliverables
- Success Metric: Steering committee approves proceeding to MVP development
Phase 2 (MVP Development - Weeks 3-8)
This phase is successful if:
- All core features coded and tested (80%+ coverage minimum)
- API fully documented
- npm package published
- Security audit completed with zero criticals
- 50+ beta users onboarded
- Burn-down stays within 10% of sprint plan
- Success Metric: Day 30 Gate passed; MVP ready for scale phase
Phase 3 (Growth - Weeks 9-16)
This phase is successful if:
- User growth follows target curve (200+ to 500+ to 2000+)
- Feature adoption reaches 60%+
- NPS ≥ 40
- 2-3 enterprise pilots in progress
- Revenue/partnerships at $50K+ rate
- Code coverage maintained at 85%+
- Zero critical security incidents
- Success Metric: Day 60 Gate passed; market fit validated; Series A trajectory confirmed
Phase 4 (Scale & Fundraising - Weeks 17-24)
This phase is successful if:
- 5,000+ users with 2,000+ MAU
- 10,000+ active users
- $150K+ revenue/partnership annualized rate
- Series A commitments signed OR profitability achieved
- Unit economics positive (LTV/CAC ≥ 3:1)
- Team scaled to full capacity
- Organizational processes established
- Success Metric: Day 90 Gate passed; Series A or profitable growth path secured
How Metrics Connect to Roadmap
Every roadmap item maps to one or more KPIs:
- Feature X → Increases feature adoption by [X%]
- Partnership Y → Enables $[X] revenue + [X] new users
- Marketing Z → Drives [X] new GitHub stars, [X] new users
- Hiring W → Enables [X% reduction] in MTTR, [X% increase] in deployment frequency
When prioritizing work, always ask: "Which roadmap items have the highest impact on our Day 30/60/90 success metrics?"
This section is your scorecard. Review metrics weekly, communicate progress to stakeholders, and adjust strategy if metrics trend negatively.
Connected to: Section 1 (Executive Summary), Section 9 (Monitoring), Section 10 (ROI), Section 11 (Governance)