Founder Assistant
AI 决策助手AI-generated insights, root causes and recommended actions across the portfolio.
Daily brief
claude-4.5-sonnet · 2 min read · 16h ago
MRR 433k — watch Code Review AI AI cost structure
Northwind Labs closed yesterday with portfolio MRR at $432,832 (+6.6% MoM). AI spend is $50,278/mo (11.6% of revenue). Resume AI remains the weakest health signal (77/100) with 3 open incidents across the fleet.
MRR
$433k
AI Cost
$50k
DAU
19,289
Uptime
99.81%
Health
84
Incidents
3
6
12
$9.7K
76%
84
Code Review AI: AI cost spiked 43% in 3 days
Code Review AI AI spend moved from ~$87/day to ~$125/day ($3,758/mo), now 28.7% of its MRR.
Recommendation: Compress context to summaries, turn on prompt caching, and route low-stakes steps to a mini model.
Support Desk AI churn at 4.7%
Support Desk AI blended monthly churn is 4.70%, well above the portfolio 3.51%.
Recommendation: Ship a guided activation checklist and offer a 14-day pause instead of hard cancel.
Analytics Copilot growth room on Pro → Team
Analytics Copilot is growing 32.6% MoM with ARPU $24. Conversion sits at 4.4%.
Recommendation: Trigger Team upgrade when a workspace exceeds 3 seats or 2k AI calls/week.
Resume AI health score 77
Resume AI health is 77/100 with 2 open incidents, p95 478ms, error rate 0.2%.
Recommendation: Freeze risky deploys, enable canary on main, and harden the model fallback chain.
Code Review AI gross margin only 67%
Code Review AI margin is 67.1% after $3,758 AI + $545 infra on $13,073 MRR.
Recommendation: Move batch workloads to cheaper models and right-size preview replicas.
Portfolio runway ~71 months at current burn
Blended MRR $432,832 with AI+infra $73,300/mo. Cash proxy implies ~71 months runway before needing a raise or cut.
Recommendation: Cap AI budget at 12% of MRR portfolio-wide and review sunset candidates monthly.
Invoice AI growth stalled at 2.2%
Invoice AI MoM growth is 2.2% versus portfolio 6.6%.
Recommendation: Shift 20% of Google Ads budget to EU/UK and refresh the top landing page.
Enterprise renewals concentrated next 45 days
Several high-ARR accounts renew within 45 days across Legal AI and CRM Copilot.
Recommendation: Book QBR calls and attach a usage report generated by Founder OS.
Analytics Copilot: forecast on 227 DAU
Analytics Copilot shows a forecast signal — DAU 227, AI cost $738/mo, health 88.
Recommendation: Inspect the linked dashboard panels and accept or dismiss after triage.
Marketing OS: risk on 2,541 DAU
Marketing OS shows a risk signal — DAU 2,541, AI cost $10,054/mo, health 84.
Recommendation: Inspect the linked dashboard panels and accept or dismiss after triage.
Translate Pro: anomaly on 1,193 DAU
Translate Pro shows a anomaly signal — DAU 1,193, AI cost $2,619/mo, health 87.
Recommendation: Inspect the linked dashboard panels and accept or dismiss after triage.
Recorder AI: risk on 3,428 DAU
Recorder AI shows a risk signal — DAU 3,428, AI cost $8,143/mo, health 89.
Recommendation: Inspect the linked dashboard panels and accept or dismiss after triage.
Invoice AI: anomaly on 2,170 DAU
Invoice AI shows a anomaly signal — DAU 2,170, AI cost $2,375/mo, health 85.
Recommendation: Inspect the linked dashboard panels and accept or dismiss after triage.
Legal AI: anomaly on 2,504 DAU
Legal AI shows a anomaly signal — DAU 2,504, AI cost $9,378/mo, health 84.
Recommendation: Inspect the linked dashboard panels and accept or dismiss after triage.
Recorder AI: anomaly on 3,428 DAU
Recorder AI shows a anomaly signal — DAU 3,428, AI cost $8,143/mo, health 89.
Recommendation: Inspect the linked dashboard panels and accept or dismiss after triage.
Recorder AI: opportunity on 3,428 DAU
Recorder AI shows a opportunity signal — DAU 3,428, AI cost $8,143/mo, health 89.
Recommendation: Inspect the linked dashboard panels and accept or dismiss after triage.
Code Review AI: optimization on 557 DAU
Code Review AI shows a optimization signal — DAU 557, AI cost $3,758/mo, health 87.
Recommendation: Inspect the linked dashboard panels and accept or dismiss after triage.
Marketing OS: anomaly on 2,541 DAU
Marketing OS shows a anomaly signal — DAU 2,541, AI cost $10,054/mo, health 84.
Recommendation: Inspect the linked dashboard panels and accept or dismiss after triage.
Translate Pro: optimization on 1,193 DAU
Translate Pro shows a optimization signal — DAU 1,193, AI cost $2,619/mo, health 87.
Recommendation: Inspect the linked dashboard panels and accept or dismiss after triage.
Legal AI: forecast on 2,504 DAU
Legal AI shows a forecast signal — DAU 2,504, AI cost $9,378/mo, health 84.
Recommendation: Inspect the linked dashboard panels and accept or dismiss after triage.
Health leaders & laggards
Top 3
Bottom 3
Anomaly timeline
Recent risk and anomaly detections
Code Review AI: AI cost spiked 43% in 3 days
Code Review AI · ai.cost.daily
Support Desk AI churn at 4.7%
Support Desk AI · revenue.churn
Resume AI health score 77
Resume AI · eng.health
Invoice AI growth stalled at 2.2%
Invoice AI · growth.mrr
Marketing OS: risk on 2,541 DAU
Marketing OS · product.signal
Translate Pro: anomaly on 1,193 DAU
Translate Pro · product.signal
Recorder AI: risk on 3,428 DAU
Recorder AI · product.signal
Invoice AI: anomaly on 2,170 DAU
Invoice AI · product.signal