What changed in the business — and how it was measured.

The team's result rested on two people; the rest closed several times less on the same workload. Nobody knew what exactly the leaders did differently: conversations were not reviewed, and the gap was explained away as “experience”.

Conversion to a sale three months after rollout

+25%

Conversion to a sale after six months

+72%

Conversation quality was judged from a few recordings a month. The reasons for a no stayed a hypothesis, commitments were captured from memory, and the CRM was filled in after the fact and only partially.

Conversion from hot leads

×3.3

Share of calls that went nowhere

−40 pp

Share of second contacts

+30 pp

Hot and cold leads sat mixed together. An advisor spent the day on people with neither a reason nor an intent, while leads showing clear readiness went cold in the queue.

Channels were compared on cost per lead rather than on the eventual sale, so a cheap channel looked better than an expensive one even when it brought people who don't buy. Nobody counted the losses between stages: for marketing the funnel ended at the webinar, for sales it began at the call.

Google versus Facebook lead quality by conversion to sale

×3 in Google's favour

Conversion at four or more touches versus one

×4–5

Potential estimate: sales from the hot-lead pool identified

+14–22 sales

Operators were absorbed by repeat questions, complex enquiries got lost in the queue, and the knowledge base went stale faster than anyone could fix it.

Enquiries that reach an operator

−25–40%

Ticket handling time

−30–50%

Support satisfaction (CSAT)

+10–18%

For the first 8–10 days of the month the team assembled reports instead of doing project work. Approvals dragged, payments moved with them, and every new client meant either overtime or a hire.

Time to prepare a monthly report

10 days → 5 minutes

Projects handled by the same team

+30%

Monthly saving on manual work

≈$5,000

Account managers kept cohort statuses in their heads. Every new course meant either overload or loss of control: missed classes and blown deadlines surfaced after the fact, when the student had already fallen behind.

Cohorts per account manager

5 → 25

Cost of running one course

−40%

A new module or an update took weeks. The load on methodologists grew faster than the team, and the product aged between releases: a student would see an example on a library version that no longer exists.

Speed of releasing and updating material

×10

Share of manual work in content production

−50%

Cost of producing content

−40%

Finding an answer took time, and what turned up could be out of date. Different people answered the client differently, and the surest route was to ask a colleague — that is, to interrupt one more person.

Time spent finding information

−40–60%

Errors caused by out-of-date instructions

−20–35%

Hiring decisions were made on the impression the interview left. Interviewers assessed candidates differently, a mistake surfaced a month into the job, and the head of sales spent hours on reviews and arguments about who was better.

There was no priority, and strong leads were lost in the queue. Conversation quality was checked on a sample, follow-up depended on whether the advisor remembered, and the manager spent hours listening to recordings instead of working the bottlenecks.

Progression to a second contact

+22%

Overall conversion to a deal

+5 pp

Advisor time spent on admin

−70%

The customer profile was described from gut feel, nurturing was launched by hand and identically for everyone, and hypotheses took weeks to test. Sales received leads with no readable warmth and spent time on people who were not ready.

Stage-to-stage funnel conversion

+30–40%

Conversion to sale

+20–50%

Growth meant one of two things: losing quality, or hiring into every department in proportion to volume. No single department was the bottleneck — the seams were, and nobody owned them.

Revenue

×3 in 4 months

Operating costs

−60%