Bobby Fitz

Case study · Substantial working product

StackScore

Turning Technology Consulting into a Measurable Operating System

StackScore connects structured evidence, deterministic scoring, traceable recommendations, phased investment, governed execution, and reassessment. It turns a consulting method into a living system of record instead of another report that becomes stale.

  • Product Strategy
  • Business Architecture
  • Systems Architecture
  • AI-Assisted Development
112
Page routes
70
Prisma models
111
Test files
End-to-end
Advisory lifecycle

01 · Business problem

A report is not an operating model

Technology assessments frequently end as static documents, disconnected from prioritization, investment, execution, and measurement. Recommendations lose their evidence trail, and client context gets re-entered across proposals, projects, reports, and reviews.

“The value isn’t the score. It’s knowing what to do next.”

02 · Lifecycle

One continuous technology-improvement loop

A persistent Technology Profile carries context from discovery through reassessment, keeping each decision connected to what came before.

Technology consulting lifecycle
StackScore operating model

Turning Technology Consulting into a Measurable Operating System

Evidence becomes a decision, a funded plan, governed execution, and a new measurable baseline—not another disconnected report.

01
Discover
Understand
02
Assess
Evidence
03
Prioritize
Decide
04
Plan
Invest
05
Execute
Govern
06
Measure
Prove
07
Reassess
Repeat
Living Technology Profile
The persistent client truth connecting every stage
ContextEvidenceDecisionsHistory

03 · Executive technology profile

A decision-ready view of technology health

Leaders see where the organization stands, what changed, what is exposed, and where attention belongs without translating a technical worksheet themselves.

Executive technology profile
Northstar Fabrication
67
StackScore / 100
Developing
Movement
+9
from baseline
Critical exposure
2
requires attention
Immediate focus
Security operations & recovery assurance

Close monitoring coverage gaps and validate recovery readiness before modernization work expands.

Where attention belongs

Technology pillars

Improving across 7 pillars
Security Operations
Immediate focus
Selected pillar briefing
+9

04 · From evidence to insight

Technical observation becomes executive understanding

Governed responses flow through rules-based scoring and risk separation into an interpretable maturity profile and clear priorities.

Evidence transformation
From technical observation to executive understanding
Structured evidence
42 governed responses
Rules-based scoring
Weighted maturity model
Risk separation
2 critical exposures
Maturity profile
7 decision pillars
Executive findings
Priorities in business language

StackScore does not surface a questionnaire. It converts governed evidence into a decision-ready view of health, risk, and next action.

05 · Recommendation lineage

Every recommendation retains its reason for existing

Evidence, assessment triggers, business impact, lifecycle state, and roadmap destination stay connected as work advances.

Recommendation provenance & lifecycle
Traceable by design

Every recommendation retains its reason for existing

High priorityAccepted
Assessment finding
Recovery testing is not documented
Evidence trigger
BC-04 · Response: Ad hoc
Governed recommendation
Establish recovery validation program
Roadmap initiative
Phase 1 · Stabilize
Business impact: reduce recovery uncertaintyObserved in 2 assessmentsLifecycle: accepted → planned

06 · Technology improvement plan

Findings become an investment strategy

The TIP organizes recommendations into strategic initiatives, phases, expected improvement, one-time investment, and recurring cost so leadership can make a coherent decision.

Technology Improvement Plan · Executive preview
Investment strategy

Northstar Technology Improvement Plan

A phased plan designed to reduce immediate risk, establish operational controls, and sequence modernization without losing business continuity.

Ready for review
Stabilize3 findings
Recovery assurance
$12.5K
Secure4 findings
Identity hardening
$18K + $450/mo
Secure2 findings
Managed detection
$450/mo
Modernize3 findings
Infrastructure lifecycle
$31K
12 recommendations organized4 strategic phasesExecutive deliverable generated
Plan economics
One-time investment
$61.5K
phased over 12 months
Recurring investment
$900/mo
ongoing controls
Current score
67
developing
Expected improvement
+26
configured estimate
Decision preview

Investment is separated by timing and operating impact so leadership can approve the right work in the right sequence.

From findings to funded action

07 · Living roadmap

Approved strategy becomes governed execution

The roadmap remains active after presentation day. Work moves through sequenced phases with ownership, status, investment, and measurable outcomes.

Living execution roadmap
Governed execution

Strategy becomes sequenced, approved work

Baseline 58 → Effective 74 → Projected 84
0–90 days
StabilizeCompleted
$18.5K
+9 realized
  • Recovery validation
  • Privileged account inventory
  • Endpoint baseline
Quarter 2
SecureIn progress
$24K + $900/mo
+7 effective
  • Conditional access
  • Managed detection
  • Security awareness
Quarter 3
ModernizeApproved
$31K
+6 projected
  • Network refresh
  • Collaboration governance
  • Device lifecycle
Quarter 4
OptimizePlanned
$8K + $500/mo
+4 projected
  • Executive metrics
  • Policy cadence
  • Annual reassessment

Select a phase to reveal its initiatives. The roadmap remains legible without interaction.

08 · Quarterly business review

Measurement closes the loop

Completed work and reassessment become an executive narrative: what changed, what value was realized, what risk remains, and what should happen next.

Quarterly Business Review · Q2 executive brief
Measured progress
Starting
58
Current
74
+16 effective movement since baseline

The quarter moved from evidence to completed controls, with remaining exposure explicitly carried into the next plan.

Work completed
6
initiatives
Remaining risks
7
2 critical
Quarter spend
$18.5K
within plan
Next phase
Secure
in progress
What changed
  • Recovery process validated
  • Privileged access inventoried
  • Endpoint baseline established
What remains exposed
  • Monitoring coverage gap
  • Conditional access incomplete
  • Executive tabletop pending
Next-quarter priorities
Detection · Identity · Recovery governance
$24K + $900/mo

09 · Client 360 / portfolio intelligence

One view across health, delivery, advisory, and commercial context

The same structured truth supports individual client decisions and cross-client management visibility without rebuilding the story in separate tools.

Client 360 · Management intelligence
Relationship view

Northstar Fabrication

One view across health, delivery, advisory, and commercial context.

Active clientManufacturing
Technology health
67 / Developing
Active roadmap
Phase 2 · Secure
Open risks
2 critical · 5 high
Advisory status
QBR due in 18 days
Commercial relationship
vCIO · Active
Current investment
$24K + $900/mo
Recent activity
Recovery validation completed
2 days ago · score evidence updated
Secure phase approved
8 days ago · proposal v2
Quarterly review drafted
12 days ago · advisor action
Upcoming priorities
  1. 01Complete managed detection onboarding
  2. 02Run executive recovery tabletop
  3. 03Prepare Q3 modernization decision
Client success signal
On track
3 of 4 current priorities progressing

10 · Communications governance

Automation with human control

Versioned templates, approval gates, delivery status, and traceability support the lifecycle without pretending every communication should be autonomous.

Communications governance
Operational automation with control

Roadmap ready communication

Connected workflow
Template
EMAIL-003 · v4
Trigger
Roadmap published
Review mode
Human approval
Idempotency
Roadmap + version
Approved copyVersion retained
Delivery timeline
Approved
09:14
Scheduled
09:15
Delivered
10:01
Opened
10:24

11 · Behind the interface

From business methodology to operating platform

The architecture begins with the consulting lifecycle, then flows into product domains, system controls, and deliberate platform choices.

Architecture · From Business Methodology to Operating Platform
Architecture follows the operating method

Business intent flows downward into domains, controls, and platform choices

Layer 01
Business lifecycle
DiscoverAssessPlanImplementMeasure
Layer 02
Product domains
AssessmentScoringRecommendationsTechnology ProfileTIPRoadmapProposalsProjectsQBRBillingCommunications
Layer 03
System controls
VersioningSnapshotsTransactionsAuthorizationApproval gatesAudit eventsIdempotency
Layer 04
Platform
Next.js / TypeScriptDomain servicesPrismaPostgreSQLStripeResendVercel
The diagram is intentionally not a cloud inventory: it shows how a consulting methodology becomes enforceable product behavior.

12 · Business value

Continuity for both sides of the relationship

The operating model improves how the consultancy delivers and how the client understands, funds, and measures technology change.

For the consultancy

  • Repeatable delivery
  • Preserved institutional knowledge
  • Reduced duplicate entry
  • Assessment-to-proposal continuity
  • Visible follow-up
  • Recurring advisory operating model

For the client

  • Clear technology baseline
  • Prioritized action
  • Phased investment
  • Visible ownership
  • Executive-ready reporting
  • Evidence of improvement over time

13 · What this demonstrates

Product thinking translated into working systems

StackScore is evidence of the full path from an ambiguous service problem to an organized, governed platform.

01

Product Strategy

Defined the Technology Profile as the central client object and shaped a product around an advisory lifecycle, not a questionnaire.

02

Business Architecture

Translated discovery, assessment, planning, approval, execution, and review into one connected operating model.

03

Systems Architecture

Designed domain boundaries, lineage, snapshots, versioning, state controls, and transactional workflows for historical truth.

04

AI-Assisted Engineering

Used documentation-first rules and explicit quality gates to accelerate delivery while keeping decisions explainable and deterministic.

Continue exploring

The next system starts with the operating problem.