EVOLUTION ENGINE
Observe · Measure · Learn · Recommend · Improve
ORGANISM EVOLUTION SCORE
62
Evolution active — needs production data
Lessons
26 (16 validated)
Proposals
0 pending
Prediction Accuracy
No resolved data
Weakest System
Winner Discovery Engine
BRAIN SYSTEMS
ORANIS Brain62/100
62
⚠ Self-verification not yet run against production DB
Jarvis OS55/100
55
INTELLIGENCE SYSTEMS
Quality Intelligence55/100
55
Market Fit Engine55/100
55
Economic Allocation55/100
55
Retention Intelligence55/100
55
Opportunity Engine55/100
55
Revenue Velocity Engine52/100
52
⚠ No velocity scores yet — run scoring
Winner Discovery Engine49/100
49
⚠ Low average winner score — opportunity quality needs improvement
Portfolio Autopilot49/100
49
⚠ No app classifications yet
FACTORY SYSTEMS
EAS Build Pipeline55/100
55
Post Production Factory55/100
55
App Generation Factory53/100
53
OPS SYSTEMS
Self Verification70/100
70
Truth Engine55/100
55
STRONGEST AGENTS
Build Orchestrator
acc 80 · impact 95 · cost 60
83
KEEP
Jarvis Brain
acc 80 · impact 92 · cost 70
82
KEEP
Opportunity Scorer
acc 72 · impact 90 · cost 55
76
IMPROVE
App Store Agent
acc 70 · impact 88 · cost 50
75
IMPROVE
Budget Guardian
acc 85 · impact 90 · cost 20
75
IMPROVE
AGENTS NEEDING IMPROVEMENT
Retention Agent
Low token consumption — cost-efficient
63
IMPROVE
Portfolio Agent
Low token consumption — cost-efficient
69
IMPROVE
Idea Generator
High business impact confirmed
70
IMPROVE
IMPROVEMENT PROPOSALS (REQUIRES FOUNDER APPROVAL)
No proposals yet — run evolution engine
LESSON REGISTRY — 26 LESSONS LEARNED
16 validated · 10 unvalidated
retention (7)economics (2)quality (3)monetization (2)strategy (4)ops (2)opportunity (4)growth (2)
retention
Apps with recurring daily workflows have 3x higher D30 retention than novelty apps
→ Prioritize daily-use mechanics in all app concepts
90%
VALIDATED
economics
AI cost per app is the primary capacity constraint, not developer time
→ Optimize token usage per app; batch similar apps to amortize cost
90%
VALIDATED
economics
AI cost per app is the primary capacity constraint, not developer time
→ Optimize token usage per app; batch similar apps to amortize cost
90%
VALIDATED
quality
Template-looking apps are rejected by App Store reviewers at 2x the rate of distinctive designs
→ Anti-template score >= 72 required before submission
88%
VALIDATED
retention
Compliance and legal software users have the lowest churn (< 5%/mo)
→ Weight compliance integrations higher in retention scoring
88%
VALIDATED
retention
Compliance and legal software users have the lowest churn (< 5%/mo)
→ Weight compliance integrations higher in retention scoring
88%
VALIDATED
monetization
Weekly pricing sees 40% lower conversion than monthly pricing for mobile apps
→ Default to monthly as primary tier; weekly only as urgency fallback
85%
VALIDATED
quality
App Store screenshots quality has 35-40% impact on click-through rate from search
→ Require ASO-optimized screenshots before every submission
85%
VALIDATED
strategy
Power-law applies: top 20% of apps will generate 80% of revenue — concentrate resources early
→ Kill zombie apps fast; double down on early winners
85%
VALIDATED
quality
App Store screenshots quality has 35-40% impact on click-through rate from search
→ Require ASO-optimized screenshots before every submission
85%
VALIDATED
THE ORANIS EVOLUTION LOOP
Find Winners
→
Build
→
Launch
→
Earn Revenue
→
Learn
→
Improve
→
Repeat
ORANIS EVOLUTION ENGINE · PHASE 28 · ARCHITECTURE COMPLETE · MISSION: $25,000 MRR