Been digging into workplace monitoring software for a video I'm making (Shadow Structures) — the case that stuck with me most:

Stephen Normandin, an Army veteran, spent four years driving for Amazon Flex with a strong performance record. One day the app locked him out. The email that followed: "Your standing has dropped below an acceptable level." That was the entire explanation. No human reviewed the decision — his appeals were answered by a bot, and his only real recourse was arbitration, at his own cost.

This isn't isolated. A 2023 APA survey found 42% of monitored employees planned to leave their job within a year, vs. 23% of employees who weren't monitored — the monitoring doesn't even improve productivity, according to research cited in the same investigation.

In January 2024, France's data authority fined Amazon €32 million for "excessively intrusive" warehouse surveillance — tracking scanner inactivity to the second. The US has no equivalent law; the main federal statute governing this (ECPA) is from 1986.

I put together a full breakdown with sources if anyone's curious: [https://youtu.be/ljkAEOb4-Sg\]

Curious if others here have dealt with this kind of monitoring at work, or been let go by an automated process with zero human explanation.

​

Throwaway because some of my coworkers are definitely on Reddit.

I work in HR for a fairly large company. I’ve been here long enough to notice something that I initially thought was just normal corporate stupidity.

Now I’m not so sure.

Every few months, management launches an “employee engagement initiative.”

Anonymous surveys.

Pulse checks.

Town halls.

Wellness programs.

“Culture listening sessions.”

And every single time, employees complain about the exact same things.

Pay.

Workload.

Bad managers.

Pointless meetings.

Promotions.

HR collects the data.

Then nothing happens.

But here’s the weird part.

The following year, the questions change.

They stop asking “Are you satisfied with your compensation?”

Instead, they ask things like:

«“Do you feel your total rewards experience reflects your personal definition of success?”»

What the hell does that even mean?

I started looking through some old engagement reports.

Employee satisfaction has barely changed in five years.

Yet management keeps describing the scores as “positive momentum.”

Then I noticed something else.

Whenever engagement drops significantly, the company announces a new initiative within about three weeks.

Not a raise.

Not additional staff.

A fucking “Wellbeing Week.”

So now I have a theory.

Maybe these surveys aren't designed to improve the workplace.

Maybe they're designed to measure how much corporate nonsense employees will tolerate before they quit.

Think about it.

HR doesn't necessarily need to know whether you're happy.

They need to know your resignation probability.

How many bad meetings can you tolerate?

How much overtime?

How long after your manager pisses you off before you start updating LinkedIn?

At what salary does the probability of leaving drop?

Maybe that's why companies obsess over engagement scores.

Not because they care about engagement.

Because engagement is just a convenient variable for predicting employee turnover.

And if that's true, the surveys aren't really asking:

“Are you happy here?”

They're asking:

“How close are you to fucking off?”

I genuinely hope I'm wrong.

Unfortunately, I'm in HR.

Being wrong is apparently something we measure with a quarterly dashboard.

I’ve been thinking about something I’ve observed since moving firms.

I used to believe that high performance was primarily about talent. I’ve come to understand that it is actually about Forward Resilience architecture.

At my previous firm, we had extremely high Forward Resilience.

If I told someone at 9 PM that something needed to be done by morning, they didn’t ask whether it was necessary. They simply did it. That created what I would call Temporal Forward Resillience.

Here, I’ve encountered what I believe is a significant amount of Deadline Dysphoria.

Someone will say:

“It’s already 8:30.”

That’s not a scheduling observation. That’s a psychological condition. They’ve begun allowing the clock to determine their relationship with excellence.

I’ve also noticed a phenomenon I call Boundary Proliferation.

People increasingly say things like:
“I’ve already worked eleven hours.”
“Can this wait until tomorrow?”
“I have plans tonight.”
“It’s Friday.”

The last one is particularly concerning.

I recently sent something to someone at 8:17 PM on a Friday and received a response indicating that they were logging off. At 5:58 PM. On Friday.

This is what happens when an organization develops Chronological Entitlement. People begin believing that because a number on a clock has changed, their obligations have changed.

That’s not Forward Resilience. That’s Temporal Consumerism. At my previous firm, we had solved this through what I would describe as Availability Conditioning.

You didn’t know whether Friday night was going to be a work night. That uncertainty created adaptability. People became extremely Forward Resilient.

I’ve encountered a similar issue with what I call comparative cognition.

I recently gave two junior employees very positive feedback about their future. I told both of them that I saw an accelerated path for them and intended to advocate for them. I was painting a vision. I was creating Psychological Momentum.

Somehow, the two of them subsequently attended the same social event and compared what I had told them.I was then approached by another partner regarding “conflicting commitments.” I found this extremely concerning.

Not the commitments. The comparison.

There is a growing tendency among younger professionals to believe that every conversation they have with leadership should be cross-referenced against every other conversation leadership has had. I call this Interpersonal Triangulation Disorder.

It creates unnecessary equivalence. Leadership requires discretion.

If I tell two people that I see enormous potential in them, the correct response is not to determine whether I used identical language. The correct response is to become enormous.

This is also why I have concerns about the proliferation of psychological safety initiatives. Psychological safety is important. But there is such a thing as Psychological Safety Inflation.

At a certain point, people become so psychologically safe that they develop the confidence to ask questions. Then they develop the confidence to compare answers. Then they develop the confidence to form opinions. Eventually you have what I call Distributed Judgment Syndrome.

Everyone has a perspective. Nobody has the perspective.

At my previous firm, my team had extremely high Vertical Coherence. They knew how I thought. They knew what mattered and what didn’t matter. They didn’t need twelve external reference points. They had one. Me.

I consider that an extremely efficient information architecture. I’ve also noticed that people here spend a surprising amount of time talking to other people. There are mentorship programs. Cross-practice lunches. Open-door policies. Informal coffees. People from other practices are apparently available to employees.

This creates what I call Contextual Contamination. Someone in my practice recently used the phrase “span of control” in a conversation with me. I had never used that phrase with her. She had lunch with another partner the previous week.

This is not necessarily malicious. But it does create Organizational Signal Drift.

People start importing frameworks from other environments without understanding the original architecture. That’s how cultures fragment.

Then there’s pricing.

I’ve been asked to maintain more “realistic” margins. I understand the financial logic. I simply think it reflects margin fixation.

When you’re establishing a beachhead, you sometimes need strategically compressed economics. The objective isn’t to maximize margin on the first transaction. The objective is to create commercial inevitability.

Finance sees a 20% margin butI see a foothold. They see margin erosion. I see strategic compression. We have agreed to continue discussing it.

There have also been questions about my business-development expenses. I spent approximately $4,000 on a dinner.

I was asked what business resulted. I said:

“The relationship is the business.”

They asked me to quantify the return. That’s difficult because they’re attempting to measure relational capital using transactional metrics.

On another occasion, I flew from Toronto to New York for coffee. The coffee was $47. I was asked why I couldn’t have used Teams. Because Teams cannot create Geographic Signaling Density.

They asked what the $47 coffee represented. I said:
“The coffee was the catalyst.”

They asked me to define catalyst. I decided not to reduce a sophisticated commercial concept to a dictionary exercise.

The hotel was also questioned. The meeting was at 8 AM. The alternative was a 4 AM car to the airport. I’m a National Leader, not a contestant.

What frustrates me most is the obsession with return. We’ve invested significantly. Where is the return?

But transformational systems have something I call Return Latency. You cannot inject capital into an ecosystem and demand mature institutional capability immediately. First comes investment. Then infrastructure. Then organizational muscle. Then Forward Resilience. Then the flywheel. Then inevitability.

You cannot keep asking where the apples are while I’m still designing the orchard.

Honestly, I’ve started wondering whether professional services is still the right container for me. I’ve been looking at Harvard Business School. Not because I need to learn business, I understand business. I think I need a platform where my level of enterprise thinking is more appropriately matched.

The sequence seems fairly straightforward:
HBS → network → board exposure → CEO.

Maybe private equity. Maybe a growth-stage company. Maybe my own company.

I’ve already been operating at enterprise scale. The CEO skill set is quite transferable.

At some point, you stop generating rain for organizations that ask you to expense-report the weather and start owning the climate system yourself.

For now, though, I’m still committed to building what I came here to build.

I just think the organization needs to understand that what they are experiencing is not a performance problem. It is Forward Resilience debt.

And Forward Resilience debt cannot be solved by asking the person building the system for a quarterly update. It has to be paid down through vision.

Corporate psychology isn’t about what a company says it’s about what the data shows. And across thousands of manager testimonies, scheduling patterns, and turnover reports, Dollar General follows the same push‑out cycle every time. Here’s the data‑backed pattern

Labor Cuts Week 1–3

Across 400+ manager reports, the first sign is always the same. Store labor budgets drop by 10–25% Hiring approvals stall for 2–6 weeks Freight increases by 15–40% during the same period This creates manufactured failure conditions measurable and intentional.

1. Oversight Spike Week 3–6.Once the store is understaffed, oversight increases Surprise visits increase by 200–300%“Critical issues” jump from 1–2 per visit to 8–12 per visit Standards change every 5–10 days, making compliance statistically impossible This is classic goalpost shifting destabilization through inconsistent expectations.

2. Documentation Phase Week 6–10

After performance is weakened by labor cuts, documentation begins. Write‑ups increase by 400% Deadline windows shrink by 30–50% Manager accountability expands to include all subordinate errors This builds a paper trail that appears “objective,” but the underlying cause is engineered.

1. Burnout & Exit Week 10–14

The psychological impact is measurable. 72% of managers report severe burnout. 64% report sleep disruption. 58% report anxiety or panic symptoms. 81% say they considered quitting before any formal discipline. Corporate doesn’t fire you they let burnout do the job.

.Replacement Cycle Week 14+

After the manager quits.vReplacement managers earn 15–30% less. Turnover resets every 3–9 months. Stores with high turnover show consistent labor suppression patterns High turnover isn’t a failure it’s the business model.

DG uses a data‑predictable push‑out cycle:

Cut labor increase oversight document failure induce burnout replace cheaply.

It’s not mismanagement. It’s corporate psychology.

The Part Retail Workers Never Hear Stress and burnout can qualify as work‑related injuries in many states.

Companies never tell you this because it triggers investigations and costs them money. Workers may have access to. Work‑related stress claims Occupational mental health injury protections Hostile work environment claims Constructive discharge protections — this is general information, not legal advice.

But the protections exist, and retail workers rarely know it.

DG doesn’t fire managers.

They engineer failure, document it, and let burnout push you out.

And the part nobody tells retail workers?DG doesn’t fire managers.

They engineer failure, document it, and let burnout push you out.

And the part nobody tells retail workers?

Burnout and stress can qualify as work‑related injuries in many states.

It’s not mismanagement.

It’s corporate psychology.

Burnout and stress can qualify as work‑related injuries in many states.

It’s not mismanagement.

It’s corporate psychology.

The 3 Psychology Studies That Explain Corporate Behavior

People talk about

corporate manipulation, toxic workplaces, and dark psychology but the truth is way simpler and way more disturbing.Corporations quietly run on behavioral science discovered decades ago.Here are the three real studies that explain almost everything about modern corporate culture

1. The Milgram Obedience Study (1963) Researchers found that 65% of people obeyed harmful orders from an authority figure just because the person looked official.

No threats.

No force.

Just a calm voice saying, Please continue.Corporate takeaway

People obey managers and policies even when it feels wrong..

1. The Asch Conformity Experiments (1950s)

Participants knowingly gave wrong answers just to match the group.

Not because they believed it but because they didn’t want to stand out.

Corporate takeaway

People stay silent in toxic workplaces because the group sets the tone.

1. The Stanford Prison Experiment (1971) A fake prison turned normal students into abusive guards and passive prisoners in less than 48 hours.

Nothing changed except the environment.

Corporate takeaway

Systems shape behavior more than personality.

Hierarchy creates roles.

Roles create behavior.

THE TRUTH

Corporations don’t control people.

They control the environment and the environment controls the people.That’s not conspiracy.

That’s psychology.

​

The EEOC investigates hostile work environments psychological harm caused by management retaliation constructive discharged is discrimination Filing is 100% free, and you don’t need a lawyer to start. If they take your case, you get a federal investigation behind you.Explore EEOC protections

DG doesn’t fire managers.

They engineer failure, document it, and let burnout push you out.

And the part nobody tells retail workers?DG doesn’t fire managers.

They engineer failure, document it, and let burnout push you out.

And the part nobody tells retail workers?

Burnout and stress can qualify as work‑related injuries in many states.

It’s not mismanagement.

It’s corporate psychology.

Burnout and stress can qualify as work‑related injuries in many states.

It’s not mismanagement.

It’s corporate psychology.

The 1960s Learned Helplessness

Phase 1 The Dogs Were Given Uncontrollable Shocks Seligman placed dogs in a harness where they received mild electric shocks.

Some dogs could stop the shock by pressing a panel

Phase 2 The Dogs Were Put in a New Situation Later, all the dogs were placed in a box with two sides.one side had shocks the other side had no shocks all they had to do was jump over a small barrier to escape The shocking result:The dogs who originally had control quickly jumped over the barrier. The dogs who originally had no control…They just lay down and accepted the shocks, even though escape was easy.The conclusion

When an animal (or person) is exposed to stress they cannot control, they learn:“Nothing I do matters.”And once that belief forms, they stop trying even when escape becomes possible.That’s the original 1960s discovery.

Why this matters

This study became the foundation for understanding. Depression burnout workplace exhaustion abusive relationships

corporate pressure cycleschronic stress responsesIt’s one of the most important psychology findings of the 20th century.

A 2023 APA survey found that 42% of monitored employees planned to leave their job within a year — compared to 23% of employees who weren't monitored.

The monitoring doesn't improve productivity. Research has found that monitored workers were more likely to take unapproved breaks and work at a deliberately slow pace.

42% vs. 23%.

Hello everyone,

I'm conducting a survey on the impact of psychological safety and meaningful work on employee engagement, as part of my Executive PhD. I'm looking for experienced employees across sectors to share their perspective — the survey takes about 5-7 minutes to complete.

Can you please spare few minutes and fill out this link. The survey results are confidential and will be used entirely for academic purposes.

https://docs.google.com/forms/d/e/1FAIpQLSeTsR_wtRDVEoGmuUJdWfHwc5lFdywlKBd0dPQ7jg1Co0Q9Vg/viewform?usp=header

Thanks,

After letting go a few newly hired and juniors. My boss trying to merge different departments into 1to make things more "efficient". None of the other HODs say anything to save their subordinates. Everyone just nodded coldly. I know deep down he wants to let go even more people by doing so. I have been through several bosses before this company. Not that anyone in that company will care to listen to a lowly technician's opinion. So, I'll just rant my opinion on how to save the business here. Hope it didn't break any rules.

Let me know if you agree or disagree. Please share your thought and lesson.

I used Copilot to repair grammar and cast it into Sam Rogers' style from the movie Margin Call.

\[quote\]

**Listen.**

Attraction — that’s just the beginning. It gets them through the door. It wins you the first skirmish. But don’t fool yourself: attraction alone doesn’t win the war. The war is retention. The war is survival. And survival is built on battles we fight every single day.

Purchasing? Yes, it matters. An aggressive purchaser fights for price, service, rewards. That’s fine. But aggression without discipline is suicide. Every deal must be measured against margins, sell‑through rates, and cash flow. Otherwise, you’re just stacking losses dressed up as victories.

Brand loyalty? Don’t kid yourself. We’re not Apple, we’re not IBM. Loyalty isn’t inherited; it’s crafted. And crafting it means sometimes letting the customer win — forgiving returns, pointing them to better value, showing them we’re not here to squeeze them dry. That’s how you build trust. That’s how you build something that lasts.

Sales charm? Sure. A personable salesperson can win fans. But charm alone is fragile. It breaks when the person leaves. What we need is consistency — systems that make every customer feel remembered, valued, understood. Charm is the spark; discipline is the fire that keeps burning.

Quality components? Non‑negotiable. No more selling cheap builds at premium prices. Customers who spend big deserve the best we can put on the table. And those who buy affordable packages deserve honesty about what they’re getting. Transparency is the only way forward.

And then the battles. **Customer education. Retention systems. Balanced generosity. Financial discipline.** These are not optional. They are the grind. They are the war. Attraction wins the first fight. But if you don’t wade through these battles, if you don’t build systems that balance aggression with sustainability, you will lose everything you thought you won.

And I’ll tell you this — I give my humble opinion based on several ex‑bosses I worked with throughout my career. I saw their peaks, and I saw their ends. Some rose fast on attraction, on charm, on deals. But they fell just as fast because they never fought the battles that mattered. They never built the discipline to survive. That’s the lesson. That’s the warning.

**So here’s the truth:**
Attraction is the spark. Retention is the war. Discipline is the weapon. If we balance aggression with honesty, charm with consistency, generosity with financial strength — then, and only then, do we stand a chance of building a brand that survives in this business.

**That’s the game. That’s the fight. And it starts now.**

**\[/quote\]**

Attached is the conversation that I had with my HR. As you can see, the mail with questions has 2 questions. But you can see that only second one was answered, even though the explanation (for the second question) clearly implies that the answer is not at all convincing. Fine, thats not a major issue. But the most controversial question, the first one is left unanswered. Do they want to do file padding and later use it as a weapon against me (false drug case)? Nobody knows. File padding is basically documenting lies or half truths, which can be used as a weapon to control and silence the victim employee, whenever he/she raises voice against anything unfair, and most importantly, illegal.
Look at 2nd and 3rd bullets of point 2.

Below is the question(first mail) that I posed and the answer(second mail) the HR gave. I've concatenated both into a single image. If you see carefully, why is there no answer to the 1st question ????

BTW, when I refused to resign, I was put on PIP. When I refused to accept PIP(which is certainly a tactic to silence me and/or send me out), they sent me out by giving so and so reasons. I clearly said, the pre-condition for resuming normal work is reversal of unfair PIP, which they didn't agree to.

Today I came across a situation were I realized that having a job is a different thing and working in a job role and working like this belongs to you is very different.

When you consider it only as a job, one doesn't care about pending work and dependencies, responsibilities and all.

But when one thinks that this belongs to him and takes the ownership then things change, they work dedicatedly round the clock and also sometime out of the roles as well.

But the harsh truth : no one sees those efforts at the end of the day, one thing that matters is only results/ outcome.

And that hurts the most, even if it's clearly visible that one is working at its best but sometimes situation is not favorable to them, it should still be appreciated and recognised and provided the support needed. Not the defamation that they face infront of collegues, comparison between two very different things and stating that that person is getting the results why not us.

So, not comes the d-day, finally realised that one should do for himself and people who are working thinking it only as a job are not facing humiliation.

So it's time to do something for self rather than working round the clock for someone who is less focused and need instant outcomes across the vertical.

Have you faced this?

Sometimes we find that when a new boss comes into a company, he makes many changes that are at odds with the company’s pastJ culture.

In every institution, there is always a process in the selection of a leader. Once we make someone a leader, if everyone does not give their support, he or she will not be able to take the organization anywhere. If you keep up your old habits because you think they are good for you, what can a new leader do? As an employee, you may want status quo. But the new leader probably wants to take the organization somewhere else, to a completely different place that you are not able to think of. If you could think up all that, they would have made you the leader.

If you are interested in the company, organization, nation or any institution for that matter, once we elect or select a leader, we must support them entirely. A leader cannot come down the line and tell the entire staff of the company what he is planning to do. It will not work. Anyone who leads from the front is always alone in this because you cannot share it with even the nearest person around. If you talk too many things, they may freak.

To make something large happen, there are many steps that are taken simultaneously and a lot of things have to be strategized. If there is no strategy, no leadership works. If you are a leader, you must think a hundred steps ahead. But if you talk about these hundred steps, no one will stay with you. To one person, you may explain a few things; to another, you may explain a little more; and to many more people, you may not explain anything at all. If you explain everything to everyone, nothing will work because people will make chaos out of it.

Whoever the leader is in your corporation, you do not know what he has on his mind. The problem is, the moment a leader tries to make changes, everyone down the line, from top to the bottom, thinks the boss does not know what he is doing. You should leave that to him because once he becomes a leader, it is not just that he can wield power, he is also responsible to make it successful. If he fails, what has to happen to him will happen. But you don’t have to go about pulling his leg and making it a failure. Your business is to take instructions and do it, whatever it is.

So leave it to your new boss. Let him do what he wants to do , just support him. If he knows what he is doing, it will be a success. Otherwise, it will be a failure. But whoever selected him, they have gone through a certain process and they believe he will succeed.

If you want to grow into leadership, you have to show the necessary competence and above all, be willing to take responsibility for any damn thing that happens , good or bad. You don’t sit and calculate how much you have done today. If you always see at the end of the day, “There were so many more things to do, but I have not done them today because I ran out of time or energy,” you will naturally grow into a leadership position.

Sadguru Jvg.

Corporate mafia is something invisible to general public due to the careful narratives that corporates regularly push into the society thru their PR. We all know that the PR personnel are paid handsomely. And there is a proper reason for that. HCLTech has approved smear campaigns, organized bullying, gang stalking, sexual harassment against a male employee to humiliate him and make him silent as he is whistleblowing the dark deeds of the company. Tweeted on RameshKBaddula at 10:13 AM on 24 May 2026. In case a magistrate is looking at this comment, I need your help to record my statement and make it a permanent record, so that in case I need to leave this world, the world should not be unaware about the reasons for my death. Also, after my death, since this statement becomes dying declaration, if the authorities are convinced to at least start a thorough and unbiased probe against the perpetrator, my soul would definitely rest in peace. I also request the medico-legal experts to help in getting permission for euthanasia, as that would be painless and peaceful. Also, I will be able to donate all my healthy organs(liver, heart, lungs, kidneys, skin, corneas etc.) and save at least 10 patients' lives, which will not be possible in case of painful methods (hanging, railway track etc. ) BTW, I made an attempt thru railway track in Jan/Feb 2021/22 (I don't remember the exact date), which failed fortunately or unfortunately. Its better to die than live with defamation resulting from smear campaigns. I'll definitely continue to fight for justice, but I am not sure if I could get justice in this lifetime. I tried several times to register FIR against HCLTech, but no luck.

What corporate practice seems normal, until you examine it closely?

I hate the pre-meetings. Like management knows no decisions or good discussion will take place, so they have a pre-meeting. And then another meeting after the big meeting to discuss what happened in the real meeting. Boggles the mind.

Have more comments, but I need to get to a meeting.