// cause & effect — the private network for distribution operators
The margins compress. The drivers leave. The volumes spike without warning.
It requires toughness. And the right table.
// what cause & effect is
Cause & effect exists to give distribution operators a place where the pressure lets up and the answers are real. Operators join to solve problems they cannot Google and have conversations they cannot have inside their own company.
We put the right operators, at the right table, to have the right conversations.
// why this matters now
Average turnover in distribution exceeds 65% annually. Recruiting, onboarding, and retaining drivers is now a core strategic challenge, not an HR problem.
Last-mile now represents up to 53% of total shipping cost. A 1% improvement in route efficiency across a large network is worth millions. The margin for error has disappeared.
Too many platforms, not enough operators who have actually deployed them. Vendors have answers. Peers have scar tissue. You need the latter.
Same-day delivery and real-time tracking have become table stakes. The gap between what customers expect and what operations can deliver widens every quarter.
Fuel. Labor. Carrier rates. Returns. Insurance. Every input is moving in the wrong direction simultaneously. The operators navigating this well are not working in isolation.
Supply chain conferences cater to enterprise procurement. Distribution operators running fleets and fulfillment at scale have almost no dedicated peer network. Until now.
It is easier than ever to
No operator can keep up without support from people who have been through it. No one can afford to make a $10 million decision in a vacuum. The right table changes that.
// cause & effect by the numbers
A structural decision, not a target. Below eight, the conversation has nowhere to hide. Every seat carries weight.
Every person at the table holds direct operational accountability. No consultants. No pitches. No one there to watch.
Dinners held in the distribution hubs where the actual decisions get made. Not convention centres. Places worth the trip.
The collective grows by word of table, not word of mouth. Attendance at one dinner is how you receive the next invitation.
Trusted by operators from food distribution, pharma logistics, e-commerce fulfillment, 3PLs, cold chain, industrial distribution, and last-mile delivery.
// what defines a cause & effect operator
Cause & effect works best when members both seek and contribute real, experience-based perspective. Titles and org structures vary. The weight of the seat does not.
request a seat →Not individual output. Operational accountability for a function, a fleet, or a network. The result is yours.
You are at the table where real choices get made. Hiring. Spend. Strategy. You materially influence the direction of the operation.
Long-term consequences follow your decisions. Cost-per-stop, driver retention, on-time delivery. You own the number.
Distribution does not operate in silos. You collaborate with ops, finance, technology, and commercial teams to make things move.
Real skin in the game. The decisions you make have dollar signs attached. That is the standard we hold the table to.
// where we draw the line
The value of cause & effect depends entirely on who is in the room. These are the three things that disqualify an application immediately.
You do not advise on distribution. You own it. If you are on the outside looking in, this is not your room. Come back when you are in the seat.
We have a strict no-pitch rule. Every person at the table is there to share and learn, not sell. Cause & effect is not a sales channel. It is a peer network.
Cause & effect is a dinner. You show up. You speak. You hold the room. That requirement cannot be delegated to a direct report or a chief of staff.
// operators. real stories.
"I have been in distribution for 22 years. I have been to every conference there is. Cause & effect is the first room where I left with something I could actually use the next morning. The quality of conversation is different when everyone at the table carries the same weight."
"When I see cause & effect on someone's profile, I know they are serious about the craft. It signals investment in peer learning and a willingness to be honest about what is hard. That is rare in this industry."
"The driver retention conversation at our Toronto dinner alone was worth a year of conference attendance. Three people at the table had solved versions of the problem I was stuck on. That kind of access does not exist anywhere else."
// how to get in
We take a long-term view of the network. We want a room where relationships last for decades. Every seat is reviewed. Most applications are declined.
Invitation-only 8-seat dinners in the distribution hubs of North America. The flagship experience. Where the network begins.
The growing peer network between dinners. Access to the operators you have met and those you have not yet. The room, extended.
When the collective reaches critical mass: anonymous benchmarking across cost-per-delivery, driver retention, route efficiency, and tech stack. Contributed by operators. Available only to them.
// this is what it looks like in motion
// the dinner
Operators who carry the same weight you do.
The conversations that change how you run your operation do not happen at trade shows. They happen at dinner, when the badges are off and the people across the table are dealing with exactly the same pressures.
// between dinners
A private channel for the decisions that cannot wait.
Carrier failures. Port disruptions. A volume spike you did not see coming. A tech decision that has to be made by Friday. The collective is available when it matters most, built on the trust the dinners create.
// the intelligence
Data you cannot find anywhere else.
When the collective reaches critical mass, we release what has been built: benchmarks across cost-per-delivery, driver retention, route efficiency, and technology stack. Contributed anonymously by the operators in the room. Available only to them.
// our beliefs
Scale is not the goal. The goal is a room where you can say what is actually happening in your operation and receive something useful in return. That only works when the room stays small and the trust is real.
Sharing what you know is the precursor to receiving what you need. You are not a taker. The best operators are generous with their experience precisely because they understand how rare it is.
There is no version of cause & effect where the room includes people who do not own the outcome. Consultants, vendors, and observers change the dynamic. We do not let that happen.
One dinner earns the next. The collective compounds over years, not quarters. We are building relationships that last for decades, not a mailing list. Cause & effect is worth more the longer you are in the room.
// seats are allocated. most requests do not make it through.
If you are ready to be in a room with operators who actually get it, apply today. You will hear back within 72 hours if you qualify.