Master KPI Framework

Company-Wide Automation Efficiency

KPI	Objective & Rationale	Definition / Formula	Source / Tool	Owner	Frequency	Target / Benchmark
Process Automation Coverage (%)	Measure extent of automation vs total manual workflows.	(No. of Automated Processes / Total Processes) � 100	n8n admin console + process map	Automation Lead	Monthly	≥ 65 % after 6 months
Cycle Time Reduction (%)	Quantify time savings through AI workflows.	((Baseline Duration − Current Duration) / Baseline) � 100	Workflow logs / BPMN timers	PM Office	Monthly	40�70 % faster
Error Reduction Rate (%)	Assess improvement in data quality.	((Baseline Errors − Current Errors) / Baseline) � 100	QA Reports + CRM logs	QA Manager	Monthly	≥ 90 % reduction
Operational Cost Savings (�)	Show monetary value of automation.	Manual Process Cost − Automated Cost	Finance System	CFO	Quarterly	≥ 25 % savings
Automation ROI (%)	Demonstrate project financial success.	(Annual Savings / Project Investment) � 100	Power BI dashboard	CFO	Quarterly	≥ 150 % 12-mo. ROI
Automation Uptime (%)	Guarantee workflow reliability.	(Active Time / Total Time) � 100	n8n uptime monitor	IT Ops	Daily	≥ 99.5 %
Employee Productivity Gain (%)	Link automation to output per FTE.	((Output_After − Output_Before)/Before) � 100	HR + Ops Metrics	HR Director	Quarterly	+30 %
Automation Adoption Rate (%)	Measure organizational acceptance.	(Active Users / Total Users) � 100	SSO / User logs	Change Manager	Monthly	≥ 80 %

Sales & CRM Performance

KPI	Objective	Formula	Source	Owner	Frequency	Target
Lead Response Time (min)	Evaluate responsiveness to new leads.	Avg(Time 1st Contact − Lead Created)	CRM timestamps	Sales Mgr	Daily	≤ 60 min
Lead Qualification Rate (%)	Track AI Agent accuracy in scoring.	(Qualified Leads / Total Leads) � 100	CRM AI-Score	Sales Ops	Weekly	≥ 25 %
Conversion Rate (%)	Gauge sales effectiveness.	(Won Deals / Total Leads) � 100	CRM	Sales Dir	Monthly	≥ 20 %
Sales Cycle Length (days)	Detect pipeline efficiency.	Avg(Close Date − Created Date)	CRM	Sales Dir	Monthly	−30 %
Quote-to-Invoice Time (h)	Integrate finance & sales workflow speed.	Avg(InvoiceDate − QuoteApproval)	CRM + ERP	Finance Ops	Weekly	≤ 24 h
Pipeline Forecast Accuracy (%)	Measure reliability of AI forecasting.	(Forecast − Actual)/Actual � 100	BI report	Sales Analytics	Monthly	� 5 %

Marketing Automation & Engagement

KPI	Objective	Formula	Source	Owner	Frequency	Target
Automated Campaign Rate (%)	Proportion of campaigns triggered via workflows.	(Automated Campaigns / Total) � 100	GHL + n8n	Marketing Mgr	Monthly	≥ 80 %
Email Open Rate (%)	Evaluate subject line & audience fit.	(Opened/Sent) � 100	ESP Stats	CRM Team	Weekly	≥ 30 %
CTR (%)	Measure engagement.	(Clicks/Opened) � 100	ESP	Marketing Mgr	Weekly	≥ 10 %
Lead Acquisition Cost (�)	Cost per qualified lead.	Spend / Leads	Ad Mgr	Monthly	Within budget
AI-Content Adoption Rate (%)	Gauge Jasper.ai output usage.	(AI Assets Used/Total Assets) � 100	Asset Tracker	CMO	Monthly	≥ 50 %
Campaign ROI (%)	Evaluate return on ad spend.	(Revenue − Cost)/Cost � 100	BI	CMO	Monthly	≥ 200 %

Finance & Accounting Automation

KPI	Objective	Formula	Source	Owner	Frequency	Target
Invoice Processing Time (h)	Track efficiency of AP automation.	Avg(Time Posted − Received)	ERP	Finance Lead	Weekly	≤ 24 h
Expense Approval Rate (%)	% of auto-approved vs manual.	(Auto / Total) � 100	Workflow Log	Controller	Monthly	≥ 80 %
Error Rate (%)	Accuracy of data entry.	(Errors/Total Entries) � 100	QA	Finance Lead	Monthly	≤ 1 %
Month-End Close Time (days)	Shorten reporting cycle.	Avg(Day Closed − Month End)	ERP	CFO	Monthly	−40 %
Cost Per Transaction (�)	Measure efficiency of financial ops.	Total Cost / Transactions	BI	CFO	Quarterly	−25 %

Human Resources Automation

KPI	Objective	Formula	Source	Owner	Freq	Target
Time-to-Hire (days)	Improve recruitment speed.	Avg(Offer − Job Post)	ATS	HR Mgr	Monthly	≤ 14 days
AI Screening Coverage (%)	Efficiency of automated CV review.	(AI Screened / Total CVs) � 100	HR Workflow	HR Lead	Monthly	≥ 80 %
Onboarding Completion Time (days)	Duration until full system access.	Avg(AccessGranted − Start)	IT HR Logs	HR Ops	Monthly	≤ 3 days
Payroll Accuracy (%)	Prevent manual payroll errors.	(Accurate/Total Runs) � 100	HRIS	HR Mgr	Monthly	≥ 99 %
Employee Satisfaction Score (1-5)	Track engagement post-automation.	Avg Survey Score	Survey Tool	HR Dir	Quarterly	≥ 4.3

IT Infrastructure & Automation Ops

KPI	Objective	Formula	Source	Owner	Freq	Target
Workflow Success Rate (%)	Stability of n8n automations.	(Success/Total Runs) � 100	n8n Logs	DevOps	Daily	≥ 99 %
API Failure Rate (%)	Monitor integration health.	(Failed Calls/Total) � 100	API Logs	DevOps	Daily	≤ 1 %
Average Response Latency (sec)	Measure automation performance.	Avg Response Time	Monitor	IT Ops	Weekly	≤ 2 s
Deployment Frequency (#/mo)	Gauge agility.	Count of releases per month	Git Repo	Lead Dev	Monthly	≥ 2
Incident MTTR (h)	Speed of resolution.	Avg(Time to Repair)	Incident DB	DevOps	Weekly	≤ 4 h

Customer Service & Support

KPI	Objective	Formula	Source	Owner	Freq	Target
Auto-Routing Accuracy (%)	Precision of AI ticket triage.	(Correctly Routed / Total) � 100	Helpdesk	CS Lead	Weekly	≥ 95 %
First Response Time (min)	Responsiveness to clients.	Avg (Time 1st Reply − Ticket Created)	Helpdesk	CS Mgr	Daily	≤ 15 min
Resolution Time (h)	Efficiency of support workflows.	Avg (Time Closed − Created)	Helpdesk	CS Lead	Weekly	≤ 24 h
CSAT (%)	Client satisfaction rating.	(Positive Responses/Total) � 100	Survey	CS Mgr	Monthly	≥ 90 %
NPS	Loyalty indicator.	% Promoters − % Detractors	Survey	CCO	Quarterly	≥ +60

Procurement & Supply-Chain

KPI	Objective	Formula	Source	Owner	Freq	Target
Purchase-to-Pay Cycle (days)	Measure end-to-end speed.	Avg(Payment − Request)	ERP	Supply Mgr	Monthly	−50 %
PO Accuracy (%)	Ensure correct automation mapping.	(Accurate PO / Total) � 100	ERP	QA	Monthly	≥ 99 %
Supplier Onboarding Time (days)	Speed of vendor registration.	Avg(Activation − Approval)	Procurement	Supply Mgr	Monthly	≤ 3 days
Automation Coverage (%)	Share of automated orders.	(Automated/Total) � 100	Workflow	Procurement	Monthly	≥ 80 %
Cost Per PO (�)	Operational cost efficiency.	Total Procurement Cost / POs	BI	CFO	Quarterly	−30 %

Executive & Strategic KPIs

KPI	Objective	Formula	Source	Owner	Freq	Target
Automation ROI Index (%)	Aggregate ROI across units.	(Σ Gains − Σ Costs)/Σ Costs � 100	BI	CEO	Quarterly	≥ 150 %
Strategic Alignment Score (%)	Ensure automations support goals.	(Aligned Projects/Total) � 100	PMO	Quarterly	≥ 90 %
Decision Latency Reduction (%)	Speed of data-driven decisions.	((Old − New)/Old) � 100	Mgmt Reports	CEO	Quarterly	≥ 40 %
Cross-Dept Integration Index	System interconnectedness.	Avg Systems Linked per Workflow	n8n map	CTO	Quarterly	+25 %
Sustainability Impact (kg CO₂)	Reduced footprint from automation.	Emissions Saved Calc	ESG Report	COO	Annual	≥ 15 % reduction

AI-Agent Performance

KPI	Objective	Formula	Source	Owner	Freq	Target
AI Decision Accuracy (%)	Validate correctness of agent outputs.	(Correct Decisions/Total) � 100	AI Logs	AI Lead	Weekly	≥ 95 %
Average Agent Response (sec)	Measure real-time efficiency.	Mean response duration	AI Monitor	DevOps	Daily	≤ 2 s
Human Override Rate (%)	Dependency on manual correction.	(Manual Overrides/Total) � 100	QA Tracker	AI Lead	Monthly	≤ 10 %
Continuous Learning Improvement (%)	AI training effectiveness.	(New Accuracy − Old)/Old � 100	Training Log	AI Lead	Quarterly	+10 %
AI Cost per Task (�)	Optimize API usage cost.	Total AI Spend / Tasks	Billing API	CFO	Monthly	≤ Budget

Compliance & Security

KPI	Objective	Formula	Source	Owner	Freq	Target
GDPR/KVKK Compliance Score (%)	Track privacy obligations met.	(Audited Checks / Required) � 100	Audit Tool	DPO	Quarterly	100 %
Data Access Violations (#)	Detect unauthorized access.	Count of incidents	SIEM	Security Lead	Monthly	0
Incident Response Time (min)	Measure containment speed.	Avg (Report − Detection)	SIEM	SOC	Monthly	≤ 60 min
Security Patch Compliance (%)	Up-to-date systems.	(Patched/Total) � 100	IT Logs	IT Mgr	Monthly	≥ 98 %
Audit Completion Rate (%)	Conducted vs planned audits.	(Completed/Planned) � 100	DPO	Quarterly	100 %

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