Disconnected work
Marketing, sales, and finance can all be busy at once while leadership still cannot prove which work created value.
GrowthFlowEngineeringGFE Atlas
GFE Atlas
A partner-facing narrative of how GrowthFlowEngineering connects work to enterprise value through the Internal Value Chain, AAA, the public authority layer, and verified build-time proof.
Atlas uses one real RevenueOps example as the canonical walkthrough from task to enterprise value.
Counts are source-labeled. Some come from raw SkillSystem specs and others come from the hydrated public docs layer.
Automation inventory shows available capability, not guaranteed live scheduled runtime.
Raw SkillSystem specs192Task specsCanonical task count from the SkillSystem spec repo.Raw SkillSystem specs46Process specsProcess specs define the ordered coordination layer that rolls tasks into measurable operational motions.Canonical KPI library0KPI definitionsThe raw SkillSystem KPI library is broader than the public docs export.Raw SkillSystem specs12OKR specsStrategic objectives link operating work to quarterly accountability.Public website9Public service pagesClient-facing service narratives published on the docs site.Capability inventory30Skill packsAvailable skill packs across the repo and the agent workspace.
Most firms cannot trace work to enterprise value.
Without an internal value chain, tasks, dashboards, and strategy live in different rooms. GFE turns them into one chain of custody.
Source: GFE-SkillSystem/docs/InternalValueChain/README.md
Did that specific marketing campaign actually increase our enterprise value, or did it just increase burn?
Missing chain of custody
If tasks, processes, KPIs, and OKRs are not linked, strategy devolves into opinion fights instead of evidence-backed decisions.
GFE response
GFE builds the internal value chain that connects daily execution, risk, and valuation math into one operating language.
The webinars RevenueOps chain shows how one real task becomes strategically and financially legible.
M-501 feeds PROC-REV-INBOUND-WEBINARS-01, which is measured by 3 primary KPIs and tracked by OKR-2025-Q1-06.
Source: GFE-SkillSystem/specs/tasks/marketing/M-501.json
ValueLogProof that work happenedM-501Event Program Strategy & ThemePROC-REV-INBOUND-WEBINARS-01Inbound & Channel — Webinars & EventsKPI clusterEvent Registrations per Event · Registration Conversion Rate · Qualified Leads per EventOKR-2025-Q1-06OKR for Inbound & Channel — Webinars & EventsRevenueOps / ValuationOpsPipeline and cash-flow logicAAA + IRI / WACCMaturity and riskEnterprise ValueHigher FCF, lower WACC
ValueLog
Proof that work happened
- What it is
- A ValueLog is the time-stamped truth layer that records what actually happened.
- Why it matters
- Without proof, the chain starts with opinion instead of evidence.
- How it rolls forward
- Once M-501 is executed, the ValueLog instantiates the task in a way leadership can audit.
M-501
Event Program Strategy & Theme
- What it is
- This standardized task defines the event program brief, theme, and registration launch.
- Why it matters
- It makes one piece of marketing work repeatable across people and cohorts.
- How it rolls forward
- The task rolls into PROC-REV-INBOUND-WEBINARS-01 as the first ordered step in the webinars motion.
PROC-REV-INBOUND-WEBINARS-01
Inbound & Channel — Webinars & Events
- What it is
- The process coordinates tasks into one repeatable operating flow.
- Why it matters
- Coordination turns isolated effort into a system that can be measured, taught, and improved.
- How it rolls forward
- That process is measured by 3 primary KPIs that surface pipeline quality and conversion health.
KPI cluster
Event Registrations per Event · Registration Conversion Rate · Qualified Leads per Event
- What it is
- The KPI cluster measures registration volume, conversion quality, and qualified demand from the motion.
- Why it matters
- Formula-backed KPIs turn process performance into a common language for operators, managers, and finance.
- How it rolls forward
- Those KPIs become the measurement contract for OKR-2025-Q1-06.
OKR-2025-Q1-06
OKR for Inbound & Channel — Webinars & Events
- What it is
- The OKR sets the quarterly target the webinars process is responsible for helping achieve.
- Why it matters
- Strategy only becomes accountable when it is linked to measured operating work.
- How it rolls forward
- The KPI outcomes feed the RevenueOps and ValuationOps layers that model cash-flow impact.
RevenueOps / ValuationOps
Pipeline and cash-flow logic
- What it is
- ValuationOps converts KPI movement into financial value, starting with RevenueOps as the active pilot layer.
- Why it matters
- This is where operating motion becomes free-cash-flow-side reasoning instead of a vanity dashboard.
- How it rolls forward
- AAA and IRI determine how robust the system is and therefore how much risk sits inside the valuation.
AAA + IRI / WACC
Maturity and risk
- What it is
- Audit, Align, and Augment improve operating standardization, while IRI expresses the remaining internal risk.
- Why it matters
- The same KPI outcome is worth more when the system is less fragile and easier to trust.
- How it rolls forward
- Lower fragility lowers the discount pressure embedded in WACC.
Enterprise Value
Higher FCF, lower WACC
- What it is
- Enterprise value rises when stronger cash-flow inputs meet a lower discount rate.
- Why it matters
- That is the point of the Internal Value Chain: proving how work compounds value rather than just activity.
- How it rolls forward
- The same chain can be reused across other motions once the grammar and evidence standards are stable.
Task
M-501
Event Program Strategy & Theme
Program brief published; registration page liveProcess
PROC-REV-INBOUND-WEBINARS-01
Inbound & Channel — Webinars & Events
Steps:Flow
Inbound__Channel__Webinars__Events
Inbound & Channel — Webinars & Events
Flow groups 2 webinar related processes under OKR 2025 Q1 06.OKR
OKR-2025-Q1-06
OKR for Inbound & Channel — Webinars & Events
OKR for Inbound & Channel — Webinars & EventsEnterprise value logic
EV = FCF / (WACC - g)
RevenueOps improves free-cash-flow-side inputs. AAA lowers operational fragility. Lower IRI lowers WACC. Lower WACC supports higher enterprise value.
RevenueOps improves FCF-side inputs
Better registrations, conversion, and qualified leads strengthen pipeline generation and top-line cash-flow assumptions.
AAA reduces fragility through standardization
Audit establishes the baseline, Align embeds the operating grammar, and Augment scales human + AI execution against the same rules.
Lower IRI lowers WACC
When the internal system is less brittle, the risk premium inside the valuation model falls.
Lower WACC supports higher enterprise value
That is how the operating chain connects daily execution to enterprise value instead of stopping at dashboard metrics.
KPI
Event Registrations per Event
Event Registrations per Event for Inbound & Channel — Webinars & Events
COUNT(event_registrations)KPI
Registration Conversion Rate
Registration Conversion Rate for Inbound & Channel — Webinars & Events
COUNT(registrations)/COUNT(impressions) * 100KPI
Qualified Leads per Event
Qualified Leads per Event for Inbound & Channel — Conferences & Trade Shows
COUNT(qualified_conference_leads)The Skill System is the grammar that standardizes work, makes it teachable, and keeps value traceability intact.
Five execution levels, primary operating domains, and explicit IVC relationships make the system reusable across people, teams, and future agents.
Source: docs/.vitepress/data
Five levels
L0 ApprenticeEntry level growth practitioner. Mostly watching, learning and helping with very small, low risk tasks.L1 PractitionerExecutes defined playbooks and tasks reliably. Can run known processes with limited supervision.L2 ArchitectDesigns campaigns, flows and processes inside existing systems. Connects tools, builds experiments and takes ownership of specific channels or segments.L3 StrategistOwns outcomes across channels or stages. Sets direction, prioritises bets, manages trade offs and leads people and agents to hit growth targets.L4 PartnerDesigns and steers the overall growth system. Sets principles, builds pods, aligns Marketing, Sales and Finance and treats AI and automation as core design m...
Primary domains
IVC relationships
AAA is the client-facing motion that activates the Skill System instead of sitting beside it.
Audit establishes the evidence baseline, Align creates shared operating behavior, and Augment turns the roadmap into human + AI execution.
Source: GFE-SkillSystem/docs/AAA/README.md
Audit
Map workflows, tooling, and proof gaps before introducing new automation.
Align
Tie leadership, KPIs, guardrails, and delivery rituals to the same operating model.
Augment
Deploy human-plus-AI execution with ValueLogs, IRI, and observability in place.
Audit output
Baseline discovery across people, process, and tools produces an IRI baseline plus a prioritized gap list.
Align output
Leadership, managers, and operators shift onto one value language: ValueLogs, KPIs, OKRs, and risk-aware operating rituals.
Augment output
Human + AI workflows, agent responsibilities, and iteration cadence are designed against the same operating grammar.
The public site is the authority layer that translates the operating system into buyer-readable services, explorers, tools, and research.
Partners and clients should see the website as the public expression of the operating model, not as a disconnected marketing site.
Source: docs/en/services + docs/en/knowledge-explorer + docs/en/tools + docs/research
Services Portfolio
9Nine public offer surfaces explaining the GFE operating model and consulting entry points.
AAA Transformation Launchpad | Growth Flow EngineeringFlow Mapping | Growth Flow EngineeringGFE Skill System | Growth Flow EngineeringGrowthFlowAI Orchestration | GrowthFlowEngineering
Knowledge Explorer
1Interactive dashboard surfaces that turn research and readiness models into navigable experiences.
AI Leadership Dashboard | Leadership in the Age of AI
Tools + Quizzes
9Lead-gen diagnostics and skill-mapped tools packaged directly in the docs site.
Interview Question GeneratorJd Analyser ImplementationUnbore Your Growth JD | Free Hiring ScorecardAI Leadership Readiness Index | Growth Flow Engineering
Research Library
6Executive-cut research pages that explain the dual-repo architecture and operating theory.
Dual-Repository Architecture Exec CutHARI Exec Cut | Human×AI Readiness IndexKPI Architecture Exec CutRevenueOps Coverage Exec Cut
Locale Footprint
5The site ships one root locale plus four translated locale trees.
EnglishSpanishHindiGerman