Episode 55 · Enterprise · 38 min

Nobody makes money from insights

Tredence was built on a rejection of its own industry's product: insight is what consultants bill for, and clients only earn when the insight changes what somebody does on Monday morning. The proof offered on air is a sales rep in Portugal whose store list an AI rebuilt every morning — twelve hours on the road became eight, with more orders in them. Nine years old at taping, seven of them without outside capital.

SA
Shub and Shashank
Co-founders, Tredence · with Vishal Krishna
Nobody makes money from insights — episode thumbnail
37:31
Said in this episode
▶ 19:33
7 years
Bootstrapped before the first round
Tredence ran seven years on its own cash before raising from Chicago Pacific Founders in 2020 — 'in a world where we as editors wake up and say we need this as a unicorn', as Vishal puts it.
▶ 14:48
12 → 8 hrs
Sales-rep hours on the road per day
After the daily store list was made dynamic for a CPG client in Portugal, reps spent eight hours on the beat instead of twelve — and achieved more in them. The client is not named on air.
▶ 5:20
250,000
The first client cheque
Vishal's recollection: fifty to sixty meetings before the first cheque landed, and the founders say they were at the end of the runway when it did. The currency is not stated in the conversation.
▶ 17:18
40–50%
Team expected in the office
The hybrid read: five or six days a week isn't worth beating the traffic for, but roughly forty to fifty percent attendance preserves apprenticeship, faster problem-solving and friendships.
▶ 31:35
500 → 1,000
Headcount, over roughly three months
This figure comes from an employee's question in the audience Q&A rather than from the founders; she describes the team roughly doubling in the previous three months.
The brief

The argument in sixty seconds

The founders' claim is that the analytics industry mistook its own product: insight is where consultants get paid, but clients make money only when insight becomes action, so the last mile — a decision taken by a warehouse or sales manager who will never read Stats 101 — is the whole business. They whiteboarded the corollary in 2013, when analytics firms were scaling by throwing bodies at problems: a company that only adds people gets undercut the day its clients learn to hire those people internally, so Tredence put engineering and reusable industry solutions underneath the analysis. The demonstration is a CPG client in Portugal whose sales reps woke up to the same store list every day and worked it by mood; the models made the list dynamic and time-aware — don't call on a store between twelve and two, when the restaurant it supplies is full — and a twelve-hour road day became an eight-hour one that achieved more. Around the thesis sits the operating philosophy: seven bootstrapped years balancing growth against burn and margin before Chicago Pacific Founders came in in 2020; a first cheque of 250,000 that took fifty or sixty meetings and landed at the end of the runway; salaries the three founders skipped while their wives' jobs carried the households; and the argument that a company going from 500 to 1,000 people keeps its startup spark only if managers spend an hour a day solving problems beside their analysts.

Worth your time if you are

Analytics and data-services leaders stuck at the pilot stage
Founders of people-heavy services businesses
Enterprise buyers whose dashboards nobody acts on
Bootstrappers weighing a first institutional round
Managers rebuilding culture after a headcount doubling
Episode map

Where the conversation travels

Every block is a chapter, coloured by what it's about. Click any of it to jump straight to that minute on YouTube.

01Cold open: beyond possible, and the last mile 0:00 Vishal admits he is the only person in the room who doesn't know what 'beyond possible' means and gets two definitions — doing the thing the world isn't sure you can do, and a last mile that runs from insight to action, because nobody makes money from insights except consultants. 02A marriage of three, and two exits from comfort 1:14 Nine years as co-founders is a marriage nobody can divorce out of, and the two in the room trace their exits from comfort — one from an officer's mess and a science career he decided he wasn't good at, the other from leading 200 people on a factory shift at twenty-two. 03A made-up name and the first cheque 4:18 The name is 'credence' with the c swapped for a t because the domain was gone — a coined verb for going beyond possible — followed by the first cheque of 250,000 that took fifty or sixty meetings, arrived at the end of the runway, and was closed by the co-founder who isn't on stage. 042013: engineering under the analytics 7:22 The founding vision was analytics with an engineering foundation that could scale and sustain itself, built by three people whose tenets were fun, money and meaning — and whose case for risk is that a life jacket only ever lets you float. 05Bodies don't scale, solutions do 9:56 Shub's whiteboard argument from 2013: analytics cannot sustain or scale itself by throwing people at problems, because clients eventually hire those people themselves, so the differentiation has to be technology and reusable industry solutions. 06Digital transformation, Portugal edition 11:41 Digital transformation is defined as removing the bottlenecks of human judgment and weak process, then demonstrated — a CPG client's reps got a dynamic, time-aware store list instead of the same one every morning, and their day on the road fell from twelve hours to eight. 07You can't murmur on Zoom 15:18 On the return to the office: some COVID behaviour changes are permanent and five days a week isn't worth the traffic, but apprenticeship, faster problem-solving and friendships that outlast employers argue for forty to fifty percent of the team being in. 08Seven years before an investor's cheque 17:47 The first round came in 2020 from private-equity partner Chicago Pacific Founders and funded the previous year's changes; another raise was planned before year-end, hedged against visibly softening funding markets. 09Growth, burn and margin, in balance 19:49 Asked who mentored them through seven unfunded years, the answer is a habit of listening like students to anyone and everyone — plus the discipline that made those years survivable: growth balanced against burn and margin, never growth alone. 10Action movies and deliberate incompetence 21:40 A rapid-fire round produces an action movie set in this office, a romantic comedy about a startup, an exhortation to the room to start up for the journey rather than the outcome, and the two things that annoy them most — deliberate incompetence, and people who stop learning. 11Fifteen minutes on Google isn't learning 24:21 Google has trained people to mistake a quarter of an hour for expertise when Gladwell's ten thousand hours is nearer the mark, and the generation being led today — with no fear of being jobless — stays only where it can see growth and meaning. 12Meaning, wholesomeness and two working wives 27:00 Two guides to happiness — meaning, which is incorruptible, and wholesomeness, which refuses the trade between family and career — before both founders credit wives whose salaries carried the households through months abroad and months when nobody got paid. 13Keeping the spark past 1,000 people 31:00 An employee asks how the startup culture survives a jump from 500 to 1,000 people, and the answer is behavioural: keep taking on problems that come without a checklist, and make managers work at analyst level an hour a day. 14Open doors, and what a mentor owes you 33:57 Open culture means no closed doors and no calendar gatekeeping — a company where three managers stand between an analyst and a founder is one the founders say their younger selves wouldn't have joined — and the closing question yields a mentor's three requirements: empathy, respect and actual expertise.
Takeaways

Ideas to carry out of this hour

01

Nobody makes money from insights

The last mile, in the founders' framing, is a rejection of their own industry's product: insight is what consultants bill for, but the client earns only when the insight changes what somebody does on Monday morning. Data alone means nothing, the argument runs, and an insight means something but not much — value appears when insights are integrated into day-to-day decisions and the business needle moves. That reframing sets the bar for every project: the deliverable is an action taken, not a deck delivered.

02

An analytics firm that grows by adding bodies is renting its moat

In 2013, when analytics companies were booming by playing a pure business-analytics game, the three founders whiteboarded the opposite bet — that the industry cannot sustain or scale itself by throwing bodies at problems, because clients will eventually figure out how to hire those people internally. Tredence's answer was to put engineering and reusable industry solutions underneath the analysis so problems get solved faster than anyone else can solve them. The claim is that this is the only foundation on which a services business lasts tens of years rather than a few good quarters.

03

The last mile ends at someone who will never read Stats 101

Digital transformation is defined here as removing the bottlenecks created by human judgment and inadequate process — and the biggest bottleneck is the complexity of the math itself. The warehouse manager and the sales manager should not have to learn statistics; the model has to reach them with the same simplicity as a smartphone. Human cognition plus machine cognition is where the magic is, Shashank argues, which also means the route can no longer be decided by which shopkeeper the rep happens to like.

04

Portugal is the proof: four hours a day, handed back

A CPG client's sales reps woke up to the same list of stores every morning and worked it on instinct and mood. Tredence made the list dynamic and time-aware — including the rule not to call between twelve and two, when the restaurants being supplied are full of lunch customers — and the reps' day on the road fell from twelve hours to eight while they achieved more than before. The client made a video to say so, which is a better outcome metric than model accuracy.

05

Seven bootstrapped years were the negotiating position

Tredence took outside money only in 2020, from private-equity partner Chicago Pacific Founders, after seven years of balancing growth against burn and margin instead of chasing growth alone. Shub's argument is that the capital bought a foundation rather than survival — the hockey stick is supposed to come after the base is strong. At taping the founders were planning a second round before year-end while openly acknowledging that funding markets were softening and they would play it by ear.

06

Retention now runs on growth, not on security

The founders came up when a job meant safety and bread on the table, and they say the generation they lead simply does not carry that fear — it has options, and it is living in an age of abundance. The only reason those people stay is that they can see themselves growing and becoming better, so the leader's job is to engineer the setting where that happens. The moment the growth stops, no amount of loyalty holds anyone, because there is always a better option outside.

07

Culture at scale is a time budget, not a values statement

Asked how a company that went from 500 to 1,000 people keeps its startup spark, the answer is behavioural rather than aspirational: being entrepreneurial means solving problems that arrive without a checklist, so the spirit survives only as long as the company keeps taking on problems nobody has solved before. The prescription for the leaders in the room is concrete — spend a day a week, or an hour a day, working at analyst and senior-analyst level alongside the team. The structural half is openness: no closed doors, and no chain of managers standing between an analyst and a founder's calendar.

The numbers, drawn

What the episode measures

Every figure below was said on air — timestamps included, caveats kept.

Conversation share

portion of the hour spent on each theme
Founder journey · 24%Leadership & org · 22%SaaS & enterprise · 14%AI & machine learning · 13%Data & digitisation · 9%Hiring & talent · 8%
Founder journey24%
Leadership & org22%
SaaS & enterprise14%
AI & machine learning13%
Data & digitisation9%
Hiring & talent8%
Computed from the chapter map of this episode.

The day AI handed back four hours

hours on the road per day
Before: fixed store 12After: dynamic, time8
As stated on air for an unnamed CPG client in Portugal: reps were on the road twelve hours a day working the same store list every morning; with an AI-ranked, time-aware list they were down to eight hours and achieving more.▶ 14:48

The headcount the culture question is about

employees
About three months e500At the time of tapin1,000
Stated by an employee asking a question from the audience — 'in the last three months, from 500 to 1,000' — not by the founders; the window is approximate and no headcount was confirmed on air.▶ 31:35
Worth keeping

Lines that stay

Analytics as an industry cannot sustain itself, it cannot scale itself, by just throwing bodies into that problem.

— Shub ▶ 10:11

You don't want the warehouse manager or the sales manager to read Stats 101. You want them to have the same simplicity as your smartphone.

— Shashank ▶ 12:27

If you're thrown into an ocean with a life jacket, all you can do is float. There's a lot of beauty in the ocean — but to see it, you have to let the jacket go.

— Shashank ▶ 9:26

Growth for us was never just about growth, growth, growth. It was about growth, about managing burn, and about managing margin — balancing all three.

— Shub ▶ 21:02

Meaning is incorruptible. You can't compare it, you can't become insecure about it — if your sense of meaning is clear, you'll have a great journey.

— Shashank ▶ 27:16
Clips that travel

Short on time? Start here

Bootstrappers still chasing a first customer

Fifty meetings for the first cheque

The end-of-the-runway story behind Tredence's first 250,000 cheque, the co-founder who closed it, and where the founders say the tenacity came from.

5:20 → 7:22 · 2 min ▶ Watch clip
Founders of people-heavy services businesses

Why bodies don't scale

The 2013 whiteboard bet — engineering and reusable solutions under the analytics, because clients eventually learn to hire analysts themselves.

7:22 → 11:41 · 4 min ▶ Watch clip
Enterprise buyers whose dashboards nobody acts on

Digital transformation, Portugal edition

The clearest definition of the last mile in the episode, followed by the CPG case that turned a twelve-hour beat into an eight-hour one.

11:41 → 15:18 · 4 min ▶ Watch clip
Bootstrappers weighing a first institutional round

Seven years before an investor's cheque

Why the 2020 Chicago Pacific round was framed as foundation rather than survival, and how growth, burn and margin were balanced before it.

17:47 → 21:40 · 4 min ▶ Watch clip
Managers rebuilding culture after a headcount doubling

Keeping the spark past 1,000 people

An employee asks how startup culture survives doubling; the answer is unsolved problems plus managers working beside analysts an hour a day.

31:00 → 33:57 · 3 min ▶ Watch clip
Glossary

The jargon, unpacked

Last mile
The step from insight to action — in Tredence's framing the only part a client actually makes money from, since the analysis itself pays consultants rather than the business.
Beyond possible
The company's own phrase for attempting what you believe you can do but the world is not sure about; the founders describe 'tredence' as the verb form of the same idea.
CPG
Consumer packaged goods — the fast-moving grocery and household categories whose sales force features in the Portugal case study.
Beat
A sales rep's daily round of store visits to take orders, fulfilled by truck the next day; the beat plan is exactly what Tredence's models re-rank each morning.
Digital transformation
As defined in the conversation: removing the bottlenecks created by human judgment and ineffective process by pushing AI-driven decisions into daily work rather than into reports.
Deliberate incompetence
Shashank's term for people who are capable but lazy — the thing that annoys him most, and, he notes, a trait that doesn't last long in senior management.
Connections

If this resonated, go here next

Full transcript

The whole conversation, searchable

147 segments

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