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COO Perspective: Role Misalignment and Psychological Defense When Startup Thinking Collides with Big-Company Logic
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As a COO with 50 years in the workplace, I have seen too many organizational mismatches in which "leadership wants diamonds, and the front line is building sandcastles."
On the surface, this incident is a logic debate about an "ADG community Mentions growth plan." At its core it is a typical weave of "enterprise resource mismatch" and a "newcomer's career defense mechanism." A big-company marketing manager holding 10 large projects and a hundred-person team has no capacity to finely operate a brand-new, peripheral AI project, so he outsourced it. The 23-year-old newcomer who took the outsourcing, Ava, together with her startup-circle friend Leo, then imagined a huge virtual empire out of thin air, inside a thin budget and a narrow band of authority.
Below I will take this disturbance apart from the most naked commercial essence and organizational psychology, and give Ava substantive performance and career advice.
Task A: Deep psychological and organizational-behavior analysis
1) Why did the marketing manager (big company) hire a "logistics delivery worker" rather than a "community manager"?
From the whole-board view of big-company core management, there is extremely rational commercial calculation behind this decision:
● Project stage and core blind spot: this AI product is brand-new, meaning the product has not yet passed PMF validation. In this period, blindly spending high cost to build a community is a large waste of resources.
● Marketing strategy positioned as "top-of-funnel exposure": what the big company needs now is not deep retention, but broad visibility. As the definition of swag (Stuff We All Get) says, it pursues broad distribution, not personalized operations. The marketing manager only needs someone to "get these branded gifts into potential customers' hands" and achieve basic exposure.
● Management bandwidth extremely overloaded: the marketing manager carries 10 core large projects and 100 employees. Human attention is finite. The manager simply does not have management bandwidth to coach and review a complex community-operations plan.
● Pursuing a plug-and-play model of "low management cost, high execution speed": hiring a delivery worker makes the contractual relationship extremely simple: piece-rate / time-rate delivery. No need to grant authority, no need for internal training, no need to align commercial strategy. The big company is willing to pay more than an ordinary delivery worker. What it is buying is "peace of mind" and "high-efficiency physical execution," not your "strategic thinking."
2) Why does Ava self-position as a "community manager" rather than a "delivery worker"?
This is textbook "newcomer occupational-identity anxiety" and a "big-company halo defense mechanism":
● Self-worth and social-identity protection (ego protection): Ava is a 23-year-old fresh graduate. In conventional perception, "delivery worker / logistics outsourcing" sounds low-skill and low-status; "community manager / big-company operations" sounds polished and matches a highly educated knowledge worker's self-expectation. She must do narrative packaging psychologically so she can tell the outside world she is participating in a big-company AI project.
● Impostor syndrome and power compensation: Ava is in substance dispatched outsourcing. Authority is extremely constrained (she only has gift-distribution power). A slightly higher budget will be banned internally. This low perceived control triggered deep anxiety. To compensate for powerlessness on real resources, she ideologically promoted herself to "community manager," trying to expand the job definition so she feels she is "in control of the whole board."
● Leo's realist protection and the "career springboard" illusion as catalyst: startup founder Leo, to protect Ava's sense of reality, keeps packaging her career with phrases such as "big-company operating experience" and "indirect path to success." This placebo effect makes Ava deeply believe that as long as she labels this outsourced job "community operations," she can later move naturally into a big-company core seat — and that blurs the brutal reality of insufficient real capability density.
3) Why did Ava stack a virtual empire of a four-level company hierarchy (L1 mid-level specialists/analysts/engineers with rising autonomy; L2 senior individual contributors who handle complex problems and mentor juniors; L3 managers who run teams, reviews, and projects; L4 general managers who oversee multiple teams or a small business unit)?
When frontline staff lack large commercial cognition but are still assigned performance metrics, the most common defense is "use organizational complexity to cover a hollow commercial value."
● The execution blind spot of "treating mechanism as growth": the plan specifies in detail personal points (10, 25, 45, and so on, exchanged for merchandise), Feishu forms, multi-dimensional tables, city boards, budget control, and other complex mechanisms. Ava and Leo cannot answer the senior commercial questions Mia asked (for example: how do Mentions punch through to commercial acquisition? Where is the profit chain?). Because they cannot answer, they instinctively turn energy and focus to the only thing they can control — "writing administrative rules and a management architecture."
● "Virtual power leverage" in a no-budget state: Ava is surviving in an extremely narrow budget gap. Because the big company did not give her enough marketing budget, she can only rely on unpaid volunteers (ADGL) to drive weekly traffic. To incentivize this free labor, she must create a "nominal honor system." So setting "city Group leadership," drawing a "complete 4-rank office," and giving city ADGLs secondary-distribution rights over the prize pool become "virtual power tokens" she can issue without spending money.
● The peak of organizational self-amusement and formalism: this is exactly where Mia feels most stung and most angry — the big company only wanted peripheral logistics execution, and this group of young people, in a seat that is "handing out flyers at the gates of hell," imagine they are commanding a multinational army. They equate "completeness of office layers" with "work results," and obtain a false sense of achievement inside multi-dimensional tables and automation flows.
Task B: COO field-guidance advice
As a COO who has lived through countless market cycles and cut countless redundant projects, my advice to Ava will not be gentle workplace chicken soup. It is a "gravity strike" that can let her actually survive and transform.
1) Working Performance Advice for current work
Ava, your current plan is, in commercial field terms, "self-created redundancy." Execute these three corrections immediately:
● Fully dismantle the "four-level office" architecture and flatten the organization: immediately abolish virtual city leadership and four-level administrative ranks. You are not paying ADGL. Any stacked bureaucratic review (such as layer-upon-layer review in Feishu multi-dimensional tables) will only burn volunteer enthusiasm quickly. Shorten the operating path to: "you (core logistics and rule publishing) -> volunteer group (direct execution) -> potential customer (receives swag and triggers action)."
● Calibrate "vanity metrics" to "substantive conversion metrics": your current KPI is 200 Xiaohongshu or platform Mentions per week, 800 per month. Commercially this is meaningless, because content volume is not product use. Attach a dedicated QR code or referral code to the swag you distribute. Your performance measure must move from "how many posts were produced" to "what share of swag recipients actually registered and activated this AI product's MaaS API service."
● Simplify the points incentive model and lower operating friction cost: stop spending time reconciling complex personal points of 10, 25, 45, 70 and month-end reset rules. That will consume all of your working time. Centralize rewards and decentralize distribution. Let city ADGLs do on-the-spot incentives based on live exposure effect. Free your hands from the administrative swamp and return to the logistics essence of "ensuring materials arrive accurately and efficiently."
2) Next Plan Advice for career and next actions
Mia's harsh words to you are sharp, but they are the million-dollar truth in this conversation. If you want to transform from "peripheral outsourced person" into senior talent who can actually enter a big-company core team, execute the following strategic shift:
● Actively puncture the "pseudo big-company experience" narrative bubble and face the capability boundary: stop hypnotizing yourself with polished talk such as "I do AI product growth operations at a big company." Your current essence is peripheral execution for a staffing intermediary. Accept that reality, and you can generate real urgency. A resume label can only pass first-screen. In an interview, the moment a senior manager asks about the commercial causal chain and profit structure, your formalist packaging will collapse immediately.
● Move toward Mia's "high commercial cognition" and do cognitive catch-up: before every action, force yourself to think through the questions Mia asked: which layer of Volcengine's profit structure does this operating action map to? Is the underlying motive of user spread greed for small merchandise, or did the product actually solve their pain? You must start learning to read financials, understand product market share (PMF), and estimate CAC and LTV.
● Look for a core battlefield with "high density and real, brutal feedback": remote work, no office requirement, and acceptable pay are a boiling-frog comfort zone. What a newcomer most needs is accumulation of capability density, and capability density comes from "sparring at close range with strong people" and "carrying real commercial P&L responsibility." Your next project or next job — even a startup with imperfect systems, all-night hours, but access to the core business flow — is far better than "handing out flyers" in a peripheral seat at an international big company. Go to an environment where a wrong decision loses the company money, or a right one doubles revenue. That is where you will actually grow up.
COO Deep Audit: Systemic Extension on Organizational Drain, Cognitive Defense, and Pseudo-Growth
This extension starts from the higher-order lenses of organizational behavior, system dynamics, and career capital theory, and fully peels open the deeper conflict structure among the big-company marketing manager (me), the outsourced newcomer (Ava), the startup protector (Leo), and the market verifier (Mia).
As a 50-year COO who has watched countless enterprises rise and fall, I must be direct: this is not only a verbal fight over a growth plan. It is a classic disaster game in which "a big company's resource inertia," "a startup's rough survival view," and "a newcomer's refined formalism" collide head-on.
1. Root of the organizational system: the big-company marketing manager's "defensive outsourcing"
To understand why Ava went off course, we must first examine my core situation as the big-company marketing manager: holding 10 large projects, managing 100 employees. Under that extreme pressure and scattered resources, my behavior pattern instinctively turned to defensive management.
1. Isolating risk and the hands-off strategy for management bandwidth
● Marginalizing a "pseudo-project": this brand-new AI product is, for the big company, a trial-and-error side project. Its strategic priority is extremely low. I do not have time to think about its PMF, but I still need to tell the layer above that "we also have a position on the AI track."
● Black-box outsourcing: hiring 23-year-old newcomer Ava, nominally paying more than an ordinary delivery worker, is in substance buying out this project's "management hassle." I do not need her to have superb strategy. I only need her to play "a logistics node that distributes leftover materials for the big company." As long as swag goes out and reimbursement is compliant, my management task is done.
2. Structural blind spot: the big-company name's "gravity distortion" on outsourcing
An edge opportunity a big company casually releases has extremely strong gravity for a new graduate who cannot get a full-time big-company offer. As the manager, I ignored the psychological catalysis the big-company halo produces on junior outsourced staff, and allowed her to fall into the empty illusion of "treating a chicken feather as an imperial edict."
2. Deep parse of psychological defense: the three-way inner pull
Based on the Analyzing Inner Feelings chat text and the growth plan, these three people, at the cognitive layer, show a striking mismatch and complementarity.
1. Ava's "cargo-cult science"
In the history of science there is a term, "cargo cult": Pacific islanders saw U.S. military planes land and bring supplies, then wove bamboo planes and built virtual runways, thinking planes would land again. Ava's current behavior is standard "operations-world cargo cult."
[Ava's cognitive loop]
Big-company growth = Feishu multi-dimensional tables + automated review + complex points system + 4-level office hierarchy
(She thinks that as long as she copies the big company's "management form," she owns the big company's "growth capability")
● Refined packaging of powerlessness: Ava admitted "if the budget goes a bit higher they will ban me again." She feels the narrowness of authority and resources deeply. But she does not choose to break upward and ask the commercial essence. She chooses to involute, making extremely fine micro-adjustments on the only things she can control: Feishu forms and points tiers (10, 25, 45, and so on). This is a typical psychological defense of "using tactical diligence to cover strategic inability."
2. Leo's "survivalist protectiveness": using a narrative bubble against cold reality
Startup founder Leo's inner color is "survival first." He himself rolls in a resource-starved hell every day, so he feels strong empathy for Ava, which then evolves into a savior complex.
● Collusion in cognitive dissonance: Leo knows completely clearly that this job cannot teach large cognition of business, market, and profit (he honestly answered "none" to Mia). But he must raise a defensive hedgehog toward Mia and shout "do you really think everyone is a venture capitalist?" Because once he admits Mia is right, he is admitting that the Ava he carefully protects is doing peripheral odd jobs with no growth value. To protect Ava's psychological safety, he would rather collude with her in a career fairy tale of an "indirect path to success."
3. Mia's "survivor-bias projection" and market verification
Mia is a survivor who, without a formal academic track, held on for eight years in a high-pressure market and beat countless University of Hong Kong PhDs. Her anger comes from "career purism" being offended.
● Physiological disgust at "false prosperity": when Mia sees a plan full of livestream conversion, daily ranking, city prize pools, and weekly effective Mentions $\ge 200$, she sees the commercial hollowness behind it in one glance. Every question she asks (can exposure convert to product trial? Where is the MaaS API volume? What is the relationship among product technology and the profit chain?) is a soul-level commercial real question.
● Projection of anxiety: Mia is afraid Ava will be ruined by this comfort zone of "remote work, acceptable pay, wearing a big-company outsourcing name." Her sharpness ("so it was you people making a mess") is actually a senior predator's slap to a boiling frog. But she ignored that not everyone has her steel nerves and extreme stress tolerance — the kind that walks in even knowing hell is ahead.
3. Organizational and commercial audit: "sin and penalty" of the four-level virtual office
From the "complete 4-rank office" and "city Group leadership" architecture Ava designed, this commits three fatal systemic errors in commercial operations:
1. Risk of "over-extraction and trust bankruptcy" of volunteers (ADGL)
The plan says the city prize pool is not sent directly to individuals. It is given to the winning city's ADGL (unpaid volunteers), who then do secondary distribution.
● COO comment: this is extremely dangerous in organization management. You gave ADGLs neither a real labor contract nor a salary, yet you stuffed them with a "four-level office" bureaucratic architecture and also made them carry the management responsibility and internal-drain risk of "secondary prize distribution." This method of "replacing real interest with a virtual title" easily triggers volunteer infighting and collective walkout, and can finally collapse the big-company brand's local ecosystem.
2. Loss of control over operating marginal cost
A swag logistics job that originally only needed "courier shipping" was stacked with large amounts of administrative procedure: form review, city-board calculation, points-reset reconciliation, and more.
● COO comment: Ava's personal time and the big company's thin budget are all consumed on these "non-core growth actions." The management cost per Mention (including Ava's salary allocation, administrative review time cost, and ADGL communication cost) may be frighteningly high, completely departing from the marketing manager's original plug-and-play intent of "low management cost, high execution speed."
| Role | Core framework | Core pursuit | Reality being avoided |
|---|---|---|---|
| Marketing manager | Resource isolation and peripheral hands-off | Low management-bandwidth consumption, compliant delivery | The project badly lacks PMF and internal strategic support |
| Ava | Seat boundary and task delivery | Virtual big-company halo, short-term executability | Extremely low capability density, disconnected from core commerce |
| Leo | Survivalism and practical feasibility | Protect the newcomer's realistic path; stay grounded | Admit this job is a low-ceiling, no-cognition dead end |
| Mia | Cognitive jump and career compounding | Absolutely honest commercial causality; real growth | Ordinary people do not have the survivor gift of "charging into purgatory" |
4. COO strategic reorganization: how to turn a sandcastle into a bunker
Since the incident has already happened, I as marketing manager must, without increasing my own management bandwidth, forcibly remodel Ava's "virtual empire" into a "lean growth engine."
1. A "performance and architecture major surgery" on Ava
● Cut the architecture entirely; push power down: immediately dissolve the so-called four-level hierarchy. Stop playing management games. Simplify the originally complex points-review mechanism into a "single-outcome system."
● Conversion binding (action-oriented hook): swag must never be sent for the sake of sending. Every gift that goes out must carry a dedicated "AI product experience sandbox invitation code." Ava's KPI is no longer how many Mentions appear on Xiaohongshu, but "how many core developers who received swag actually called Volcengine's MaaS API and produced more than 50 valid requests."
2. Career realignment for Leo and Ava
● Leo, stop "emotional feeding": you can continue to support Ava, but stop doing false packaging of "big-company operating experience" for her. Help her get introduced to early startup projects that actually need to solve survival problems and punch through a commercial loop, rather than accompanying her in self-amusement inside an outsourcing gap.
● Ava, do "cognitive smuggling": since you are in a peripheral big-company seat, your only advantage is "a chance to see the big company's internal network." Stop burying your head in tables. Use the chance of distributing swag to actively book a 15-minute online coffee chat with full-time product managers (PM) and technical experts inside the big company. Ask them: what is the underlying model of this AI product? What is Volcengine's revenue expectation for this product this year? Turn your logistics seat into an "intelligence base" for probing the big company's core commercial logic.
COO guiding question
As the marketing manager behind this disturbance, now that these three psychological defenses are fully exposed, and facing Ava's refined but hollow plan: is your next step to intervene directly, cut Ava's virtual organization, and pull her back to the cold logistics reality; or to go with the current, impose Mia's commercial-profit-chain metrics on her, and use this chance to upgrade this peripheral project into a real lean-growth experiment?
COO Senior Audit: Deep Deconstruction of "Phantom Expansion Syndrome" and Cognitive Defense in Big-Company Outsourcing
As a COO with 50 years of market field experience, I have seen countless startups struggle in resource scarcity, and countless big-company staff "building airplanes" inside a bureaucracy.
This extension audit will no longer stay at the surface quality of the plan. From the core lenses of organizational behavior, power-compensation psychology, and lean operations, it will fully tear open this cognitive-mismatch storm jointly performed by the big-company marketing manager (me), the outsourced newcomer (Ava), the startup protector (Leo), and the market verifier (Mia).
1. The psychological essence of a "phantom headcount": why is a 23-year-old newcomer obsessed with building virtual sandcastles?
An outsourced person assigned to send swag (distribute gifts, pursue broad exposure) invented, out of nothing, a "complete 4-rank Office" and "city Group leadership." In management this is an extremely classic "structural power-compensation" phenomenon.
1. Power vacuum and the defense mechanism of low perceived control
● Narrow-gap survival: in the chat Ava revealed strong powerlessness — "if the budget goes a bit higher they will ban me again" — while still carrying KPIs such as "Xiaohongshu volume" pressed down by leadership. She sits in an extremely awkward position of "must carry growth results, and has no real resource-allocation rights."
● Using complexity to cover hollowness: when a person has no control at all over the core business (product technology, profit chain, MaaS API revenue), she will instinctively do pathological fine-grained expansion in the only domain she can touch — "administrative rules and organizational architecture."
● Psychological compensation of a virtual empire: since the big company internally will not give her power, she recovers power externally from unpaid volunteers (ADGL). By drawing a four-level hierarchy, Ava ideologically promoted herself from "a peripheral big-company delivery worker" to "commander of a nationwide community." This cargo-cult formalism gave her, in the short term, a large sense of safety and self-worth.
COO sharp comment:
The four-level office Ava drew on paper cannot carry even one pound of revenue gravity in the real commercial world. This is not a big-company growth model. It is only a refined shelter a newcomer built with multi-dimensional tables and Feishu automation when facing a shortage of power.
2. Leo's "survival defense" versus Mia's "market-purgatory view"
The highest-tension conflict in this disturbance is between Leo (startup founder) and Mia (trader). Their career life experiences are completely opposite, which produced a full-spectrum sting across evaluation systems.
Leo's framework: protective realism
● Narrative compensation: Leo knows this outsourced job cannot teach core large cognition of business, profit, and market (in the dialogue he honestly admitted "none"). But he must package it as an "indirect path to success" and "big-company operating experience."
● Psychological defense: because Leo represents "startup survival studies" — first stay alive, have acceptable pay, no office requirement, and comfortable remote work. When Mia presses with extremely high standards (big-company core capability, commercial loop), Leo feels backed into a corner and loses emotional control, cursing "always making such a big deal of it." What he is protecting is not that hollow plan. He is protecting the "small realistic path Ava finally managed to build."
Mia's framework: cold market verification
● Charge-into-purgatory view: Mia herself came from a non-formal academic track and killed her way out after eight years in a brutal environment where the average opponent was a University of Hong Kong PhD. Her occupational belief is: "real growth necessarily comes with extremely high pain and high-intensity brutal feedback."
● Seeing through pseudo-growth: in Mia's eyes, Ava's remote outsourcing, gift distribution, and points reconciliation are simply "handing out flyers at the gates of hell." What she minds most is Leo using a dishonest narrative of a "big-company springboard" to confuse a newcomer, manufacturing an illusion of capability density that will make Ava lose market competitiveness a few years later.
3. Systemic dereliction as the big-company marketing manager: my reflection
As the marketing manager holding 10 large projects and managing 100 employees (me), I must carry source responsibility for this disaster.
● "Hands-off blind spot" caused by overloaded management bandwidth: because this is a brand-new, peripheral AI project, I had no capacity to manage it finely, so I instinctively did "defensive outsourcing." I thought paying more than an ordinary delivery worker would once and for all buy a "plug-and-play logistics execution node."
● Ignoring the big-company halo's "gravity-distortion effect": I forgot that a 23-year-old newcomer lacks large commercial cognition. A little peripheral resource a big company releases, once it falls into a newcomer's hands, will be infinitely amplified into a grand narrative of "nationwide strategic-grade growth." My permissiveness and inattention are the seedbed that grew this "organizational self-amusement formalism."
4. Commercial operations audit: structural mismatch of core metrics
The "ADG community Mentions growth plan" designed by Ava and Leo has a severe causal-chain break in commercial logic:
| Evaluation dimension | Ava's plan design | COO field audit |
|---|---|---|
| Core metric (KPI) | Weekly effective Mentions >= 200 (Xiaohongshu / platform exposure) | Vanity metrics. Content volume is not product invocation. Exposure cannot connect directly to the profit chain. |
| Organization architecture | Four-level hierarchy, city Group leadership, layer-upon-layer form review | Self-created bureaucracy. Applying bureaucratic management to unpaid volunteers easily triggers team drain and trust bankruptcy. |
| Incentive mechanism | Complex personal points of 10/25/45, issued together at month-end | Operating friction cost too high. Extremely limited outsourcing energy is all consumed on administrative reconciliation, lowering distribution speed. |
| Commercial causal chain | Distribute merchandise -> volunteers rank -> produce Mentions | Causal break. Cannot answer Mia's soul-level question: which piece of MaaS API net profit did this action actually drive? |
5. COO strategic correction: how to forcibly remodel a "sandcastle" into a "lean growth engine"
Since I as marketing manager have no time to operate this personally, I must borrow Mia's sharp view and forcibly perform "down-level deconstruction and recalibration" on Ava's execution path:
1. Flattening major surgery: dissolve the virtual empire immediately
● Fully cut the 4-level office architecture. Ava, your hands must be pulled out of the administrative swamp of Feishu multi-dimensional tables.
● Simplify the relationship into a lean logistics funnel: you (core materials and rule publishing) -> core ADGL volunteers (direct distribution) -> potential customers (receive swag). Stop playing management games.
2. Re-anchor the core KPI: from "exposure volume" to "technical invocation rate"
● Stop chasing 200 Mentions a week with no commercial value. Every piece of swag (merchandise) that goes out must mandatorily carry a dedicated "AI product MaaS API free-trial quota redemption code (with a tracking tag)."
● Ava's new performance measure must be changed to: "of the swag you distributed, what share finally brought the Volcengine AI platform a 'high-net-worth developer registration rate' and 'valid API request count.'"
3. Ava's "career cognitive-smuggling" strategy
● Ava, accept the brutal reality that you are currently only a peripheral executor. But since you are inside a big-company ecosystem, you must learn to "use a logistics identity for cognitive smuggling."
● Use the chance of coordinating budget across full-time departments, or distributing swag to internal core technical experts, to actively book a short coffee chat. Ask them: what is the big company's internal commercial positioning of this AI product, really? What is the current CAC? Turn your delivery-worker seat into an "intelligence base" for probing the big company's core commercial methodology. That is a real springboard and real growth.
COO guiding question
As this marketing manager split across 10 large projects, when you see the "refined-formalism drain" this outsourcing disturbance exposed: is your next step to intervene directly, use high-pressure commercial-profit metrics (such as API conversion rate) to force Ava and Leo to face reality and fully remodel the plan; or to simply take this brand-new AI project back and find a mature outsourced team that actually has large commercial cognition and can align strategy with you directly?
50-Year COO Senior Audit: Systemic Extension on Organizational Disintegration, Cognitive Defense, and "Pseudo-Growth"
This is a highest-dimension organizational-dynamics and commercial-logic audit of the incident exposed by the file "Analyzing Inner Feelings.pdf".
As a COO who has crawled through multinational enterprises and startup battlefields for 50 years, I have seen too much "refined formalism." The essence of this incident is not at all whether an "ADG community Mentions growth plan" is good or bad. It is a phantom castle jointly built, in air completely detached from commercial gravity, by a big company's "management inertia," a newcomer's "power compensation," and the startup circle's "collective identity defense."
Below I will extend and fully take this organizational game apart from the most naked, most systemic commercial view.
1. Organizational pathology: how did the big-company manager's "mediocre outsourcing" manufacture a governance vacuum?
As the marketing manager holding 10 large projects and managing 100 employees (me), I must sit in the defendant's seat first.
1. Strategy loss of control triggered by "defensive outsourcing"
Because his own management bandwidth is extremely overloaded, the big-company marketing manager, facing this brand-new AI product, took a "black-box outsourcing" strategy. The manager's real inner calculation is:
"I am paying more than an ordinary delivery worker to buy out all management hassle on this project. I do not need strategy. I only need someone to get swag (merchandise) safely and compliantly into potential customers' hands, and complete basic top-of-funnel exposure (visibility)."
2. Ignoring the big-company name's "gravity distortion" on a newcomer
The manager ignored a structural reality: peripheral odd jobs a big company casually releases, once they fall into the eyes of 23-year-old fresh graduate Ava who cannot get a full-time big-company offer, will automatically be amplified into a "strategic springboard into the big-company core." The big-company manager's permissiveness and inattention directly created a perfect governance vacuum for this "playing-house" virtual-organization expansion.
2. Core psychological-defense structure: deep collision of three views
According to the file text, these three people cannot align at all because each carries an entirely different life framework and defense mechanism:
[Framework collision matrix]
Leo (startup founder) ───► Framework: "survivalism + practical feasibility" ───► Core action: protect a low-spec reality
Ava (outsourced newcomer) ───► Framework: "seat boundary + task delivery" ───► Core action: package powerlessness with mechanism
Mia (financial trader) ───► Framework: "cognitive jump + career compounding" ───► Core action: market-truth strike
1. Ava's "role-compensation psychology": why the obsessive love of a 4-level regional office?
Ava is only outsourced labor hired to "deliver." Real authority is extremely low (only gift distribution). A slightly higher budget will be banned internally. This extreme low perceived control triggered her deep occupational anxiety.
● Refined-formalism defense: to fight the low-value feeling of "I am only a delivery worker," she poured energy madly into the only tools she can control — writing points tiers (10, 25, 45, and so on), Feishu multi-dimensional tables, and automated review flows.
● Birth of a virtual empire: she imagined "city Group leadership" and a "complete 4-rank Office" out of thin air, and handed secondary-distribution rights over the prize pool to unpaid volunteers (ADGL). In organizational behavior this is typical power-compensation psychology — when she has no power inside the system, she must create a weaker class outside the system (free volunteers), confer titles on them, and thereby obtain the false achievement of "running the whole board."
2. Leo's "codependency protectiveness"
Leo's inner color is extremely practical and protective. He knows completely clearly that this outsourced seat cannot teach the large cognition of business, market, and profit that Mia talks about (in the dialogue he honestly answered "none").
● Co-conspirator of a narrative bubble: the reason Leo must package this job as "big-company operating experience" and an "indirect path to success" is that he must protect Ava's psychological sense of reality.
● Defense mechanism stung: when Mia presses with extremely brutal market truth ("where is the core profit value chain?"), Leo feels the "low-spec reality" he carefully protected is about to be exposed, so he loses emotional control and swears. He is not defending the plan. He is defending "the place an ordinary person finally found to stand in a brutal world."
3. Mia's "occupational purism" and purgatory projection
Mia is a financial trader with no background who, in an asura field where the average person is a University of Hong Kong PhD, simply held on for eight years and killed her way out. Her growth view is extremely iron-blooded: real growth must enter the core battlefield, make mistakes, lose money, and be crushed.
● Physiological disgust at fake growth: in Mia's eyes, Ava staring at multi-dimensional tables reconciling points every day and amusing herself in a peripheral seat is simply "handing out flyers at the gates of hell." She tears it open without mercy because she cannot stand Leo wasting a young person's time with a "dishonest springboard narrative," leaving the resume bloated and the capability exposed a few years later.
3. Commercial and operating audit: the plan's structural dead knot
From the "growth plan" submitted by Ava and Leo, this commits three fatal errors in a multinational enterprise's financial and dimensional audit:
1. Systemic collapse risk of the volunteer (ADGL) management model
The plan hands the city prize pool to unpaid ADGL volunteers for secondary distribution.
COO audit opinion: you gave these volunteers neither a contract nor a salary. Yet you try to constrain them with a "four-level office" bureaucratic architecture, and also make them carry management and distribution responsibility. With no economic-interest constraint, this virtual power token easily triggers uneven internal spoils, volunteer infighting, and finally direct credit bankruptcy for the big-company brand in the local community.
2. Infinite self-stacking of operating marginal cost
The big-company manager originally set this as simple plug-and-play logistics distribution. Ava introduced tedious mechanisms: livestream conversion, daily ranking, offline check-in, month-end points reset, and manual review of multi-dimensional tables.
COO audit opinion: this causes the management cost per Mention (including Ava's management hours and volunteer communication drain) to spike. Ava's time is completely tied down by administrative trivia, and she loses the chance to actually get close to users and observe the market.
4. COO strategic-correction blueprint
Since I as marketing manager currently cannot take over in person, I must intervene forcibly and use the coldest commercial logic to "down-level deconstruct" Ava's execution path:
[Strategic correction path]
Original: complex four-level architecture -> reconcile vanity metrics (Mentions) -> organizational drain, pseudo-growth
Corrected: dissolve the virtual empire -> anchor substantive conversion (API invocation) -> lean operations, strategic smuggling
1. Organizational major surgery: dissolve the virtual empire immediately
Ava, immediately cut the nationwide four-level office architecture and the paper game of city Group leadership. You are not a community general manager. Your job is to ensure swag arrives accurately. Simplify the flow to: you (rules and core materials) -> core ADGL volunteers -> potential customers. Pull yourself out of the administrative swamp of multi-dimensional tables.
2. KPI recalibration: from "vanity exposure" to "technical invocation"
Stop chasing 200 Mentions a week and 800 a month of commercially valueless exposure. Every piece of swag (merchandise) distributed must mandatorily carry a dedicated "AI product MaaS API free-trial quota redemption code (with a tracking tag)."
Your new performance measure has only one: "of the swag distributed through your hands, what share finally brought the big-company AI platform a 'high-net-worth developer real registration rate' and 'valid API request count.'"
3. Ava's "career cognitive-smuggling" strategy
Ava, accept the brutal reality that you are currently only a peripheral outsourced person. But the only dividend of big-company outsourcing is that you can see the big company's internal network.
● Stop burying your head in tables. Use the chance of distributing swag and coordinating materials to actively book a 15-minute coffee chat with full-time product managers (PM) or technical experts inside the big company.
● Actively probe: what is the big company's internal commercial positioning of this AI product, really? What is the current CAC? Turn your delivery-worker seat into an "intelligence base" for probing the big company's core commercial methodology. That is real capability-density increase. That is a real springboard.
COO guiding question
As this marketing manager split across 10 large projects, when you see the "refined-formalism drain" this outsourcing disturbance exposed: is your next step to intervene directly, use high-pressure commercial-profit metrics (such as API conversion rate) to force Ava and Leo to face reality and fully remodel the plan; or to simply take this brand-new AI project back and find a mature outsourced team that actually has large commercial cognition and can align strategy with you directly?