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

MetricTargetCurrentOwnerHow Measured
MVP Completeness100% core features shipped0%Tech LeadFeature checklist + code review
Code Quality80%+ test coverage0%QA LeadCoverage reports from CI/CD
Documentation100% API documented0%Tech LeadDoc site + API explorer live
Initial Users50+ beta testers0Product LeadSignup count in analytics
Community Size100+ Discord members0MarketingDiscord analytics
Security BaselineZero critical vulnerabilitiesTBDTechnical LeadSecurity audit report
Performance<200ms API response (p95)TBDDevOpsMonitoring dashboards
Product-Market Fit Signal3+ beta partners willing to pay0SalesSigned 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

MetricTargetCurrentOwnerHow Measured
User Growth500+ total signups, 200+ MAU0Product LeadAnalytics dashboard
Adoption Rate5,000+ npm downloads (cumulative)0DevOpsnpm registry + Snyk
Developer Engagement100+ GitHub stars, 10+ issues reported0Technical LeadGitHub insights
Feature Adoption60%+ users deploying agents (not just downloading)0Product LeadFeature usage analytics
Community Health10+ community projects built on SDK0MarketingCommunity tracking
Quality Metrics85%+ code coverage, <1% error rate in production0%QA LeadMonitoring + CI/CD reports
Partnership Traction2-3 enterprise pilots underway0SalesDeal pipeline tracking
Financial Metrics$50K+ in partnerships/revenue$0Business LeadRevenue tracking
PerformanceP95 response time <150ms, 99.5%+ uptimeTBDDevOpsAPM 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

MetricTargetCurrentOwnerHow Measured
User Scale5,000+ total users, 2,000+ MAU0Product LeadAnalytics + monthly cohort retention
Ecosystem Impact10,000+ active users0Product LeadUser analytics + dashboard queries
Adoption Velocity50,000+ npm downloads (cumulative)0DevOpsnpm + Snyk analytics
Revenue$150K+ annualized revenue rate (partnerships/SaaS)$0Business LeadRevenue tracking + forecast
Customer SatisfactionNPS ≥ 40, 90%+ retention at 30 daysTBDProduct LeadNPS surveys + churn analysis
Quality at Scale90%+ code coverage, <0.1% error rate in production0%QA LeadSLA dashboards + error tracking
Team & OrganizationFull team hired, culture establishedPartialHR/PeopleHeadcount vs. plan
Funding ProgressSeries A commitments or $2M+ revenue achieved$0CEO/FundraisingInvestor commitments or ARR
Market Position#1-2 in AI agent SDK categoryTBDMarketingIndustry analyst reports + market share
SustainabilityUnit economics positive or clear path to profitabilityTBDCFOLTV/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 OwnerResponsible KPIsReview FrequencyEscalation Path
Product LeadDAU, MAU, Feature Adoption, TTFV, NPS, RetentionWeeklyExecutive Sponsor
Technical LeadCode Coverage, Test Pass Rate, MTTR, UptimeDaily (dashboards), Weekly (review)CTO
DevOps LeadDeployment Frequency, API Performance, MTTRDailyTechnical Lead
QA LeadDefect Escape Rate, Test Pass Rate, CoverageDaily in CI/CD, Weekly reviewTechnical Lead
Business LeadCAC, LTV, MRR/ARR, Churn, Revenue per UserWeeklyCFO/CEO
Marketing LeadGitHub Stars, npm Downloads, Discord, Social MentionsWeeklyCMO
Sales LeadEnterprise Pilots, Deals, Revenue PipelineWeeklyCOO/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)