R7 Framework

R7 Framework — Navigation
Quality of Hire — why it matters and how to measure it with R7
Read on LinkedIn
Applications — R7 Framework

From measurement to business impact.

R7 is not theory. Four concrete, field-tested applications that translate the talent supply chain methodology into quantifiable business outcomes.

R7 HRTech ROI

Connecting HRTech investment to business outcomes

The ROI model quantifies the dollar impact of talent management gaps and the value of closing them. It uses 37 input parameters, a 10×10 value engine, phase-based value ramps, and role criticality multipliers.

The 10×10 value engine

10 Hidden Costs (value currently being destroyed) mapped against 10 Value Drivers (value that can be created). Each intersection produces a quantified dollar impact. Business Priority is deterministic arithmetic — not correlation or stakeholder opinion.

10 Hidden Costs

A-Player Attrition, Poor Quality of Hire, Talent Misplacement, External Hiring Premium, Manager Time Drain, Compliance Exposure, C-Player Tolerance, Boomerang Opportunity, B→A Development Loss, Compensation Misallocation

10 Value Drivers

Quality of Hire Improvement, A-Player Retention, Build vs Buy Talent, Right People Right Roles, A-Player Development, Leadership Capacity Unlocked, Risk & Compliance Protection, C-Player Exit Velocity, Alumni Talent Recapture, Pay-for-Performance Alignment

37 input parameters

Collected during standard workshops — zero extra effort.

CategoryParametersCount
Company ProfileHeadcount, avg salary, managers, revenue per employee, attrition rate6
Talent CompositionA/B/C percentages, B+ potential %, A-Player attrition, Quality of Hire6
Operational MetricsInternal mobility, external hire %, misplacement, admin hours, compliance incidents, exit time6
Underutilized LeversB→A conversion rate, boomerang hire rate2
Target StateTarget rates for each current metric9
Attribution & RealizationAttribution rate (default 80%), realization controls, rating inflation8

Phase-based value ramp

Value arrives incrementally based on what has actually gone live — not in simple annual estimates.

40%
Phase 1
Month 6
100%
Phase 2
Month 12
150%
Phase 3
Month 18
Full
Run Rate
Month 24+

Role criticality multipliers

ROI calculations apply 1.5× for Critical Roles, 1.0× for Standard, 0.7× for Support. The cost of losing an A-Player in a Critical Role is calculated at 1.5× the base replacement cost — accurately reflecting disproportionate business impact.

Typical results: 200–700% ROI over 3 years

R7 Health Check

"We bought the system. Is it working?"

The Health Check is a 5+1 Value Realization Diagnostic that assesses whether your HRTech investment is delivering its intended business outcomes. It separates what the system can do from what it is actually doing.

The 5+1 diagnostic model

Five objective inputs measured independently, plus one derived output calculated by elimination.

1. System Capability

Configuration audit against 197 L4 parameters. What CAN the system do?

2. Business Performance

L1/L2/L3 metric measurement. What ARE the actual talent outcomes?

3. Data Quality

Completeness (40%), Accuracy (40%), Timeliness (20%). Is the data trustworthy?

4. Adoption

Active usage rates for system features. Are people actually using it?

5. Business Priority

10 HC × 10 VD calculation. Which problems to fix first, ranked by $ impact?

Derived: Process Maturity

Calculated by elimination. If capability exists but outcomes are poor, and data/adoption are adequate — process is the gap.

Two-tier diagnostic

Tier 1 — Scenario classification

Optimized: All inputs aligned. Execution Gap: Capability high but outcomes low. Capability Gap: Outcomes desired but system can't deliver. At Risk: Multiple dimensions failing.

Tier 2 — Root cause taxonomy

36 specific root causes across 6 categories: Configuration Gap, Integration Gap, Adoption Gap (Awareness/Ability), Process Gap, Data Gap. Enables targeted remediation, not wholesale re-implementation.

"Traditional assessments ask stakeholders 'What's important?' and get political answers. R7 derives priority mathematically from where value is actually eroding. No surveys. No politics."
36 root causes identified in 6 weeks

R7 HRTech Selection

Vendor selection based on YOUR fit, not analyst rankings

The R7 Selection methodology inverts traditional vendor evaluation by starting with business priorities, then objectively scoring vendor capabilities against 212 parameters.

The three-step methodology

01

Business priority weighting

Weight 212 L4 parameters (197 functional + 15 non-functional) by YOUR business priorities from the ROI value erosion engine. Before any vendor engagement.

02

Vendor capability assessment

Rate each vendor against 212 parameters on a 0–5 maturity scale. Configuration audits and proof-of-concept validate claimed capabilities.

03

Weighted fit score

Priority × Capability = Fit Score. A vendor scoring perfectly on low-priority parameters ranks lower than one with moderate scores across high-priority ones.

"A 'Leader' in analyst quadrants may be poorly suited for your specific business priorities. The question isn't which vendor has the best features — it's which vendor best fits YOUR context."

Why 212 parameters?

HRTech decisions are $3–10M+ investments over 5 years. The 212 parameters cover every capability dimension across the talent lifecycle — from CV parsing and AI matching to attrition prediction and alumni network management. Each parameter maps to specific L3 flow metrics and L1 board outcomes.

Precision isn't overkill. It's due diligence.

Score RangeFit TierInterpretation
85–100%Excellent FitStrong alignment with business priorities; proceed with confidence
70–84%Good FitSolid foundation; identify gaps and remediation paths
55–69%Moderate FitSignificant gaps; evaluate extension/integration options
Below 55%Poor FitFundamental misalignment; consider alternatives
212 parameters, zero guesswork

R7 AI Navigator™

Separating AI substance from AI-washing

The AI Navigator assesses, plans, and monitors AI readiness across the complete talent supply chain using 13 Universal AI Agents — the capabilities every enterprise needs, regardless of vendor or industry.

13 Universal AI Agents

AgentTypeR7 StagePrimary KPI
Talent Acquisition IntelligencePLANR1 Recruit% A-Players in new hires
Performance IntelligencePREDICTR2 RateRating calibration accuracy
Retention IntelligencePREDICTR3 RetainA-Player Attrition Rate
Talent Mobility IntelligencePLANR4 RedeployInternal mobility rate
Capability Development IntelligencePLANR5 RedevelopB→A Conversion Rate
Exit IntelligencePREDICTR6 ReleaseC-Player Exit Velocity
Alumni IntelligencePREDICTR7 RehireBoomerang Hire Rate

+ 6 Cross-Cutting Agents: Workforce Planning, Compensation, Skills, Leadership Effectiveness, Team Intelligence, Organizational Memory

Five scoring dimensions (0–10 scale)

Existence

Does the AI capability exist?

Architecture

Is it properly designed and integrated?

Autonomy

How much human intervention required?

Intelligence

How sophisticated is the analysis?

Governance

Is it ethical, transparent, compliant?

Three operating modes

Mode 1

ASSESS

Evaluate current AI maturity across all 13 agents. Produces a scored heatmap showing where the organisation is strong, developing, or absent.

Mode 2

PLAN

Generate a prioritised AI roadmap based on value erosion data from the ROI model. Agents serving the highest-value gaps get priority.

Mode 3

MONITOR

Ongoing tracking of AI-driven metric improvements. Feeds back into Health Check reassessments and ROI projections.

"Governance is woven into every agent's evaluation as the fifth scoring dimension — not a separate module. An agent with perfect capability but zero governance cannot reach AI-Native tier."
13 AI Agents mapped to business outcomes

See which application fits your organisation.

A 45-minute private walkthrough — from hidden costs to board-ready business case.

Request Briefing