"The way we do things around here."

In a contact centre that phrase carries a cost. High-volume hiring, tight margins, and attrition running 30-45% a year mean the behaviour behind "how we do things" shows up directly on the P&L, in refill costs, ramp time, and service levels that dip every time a floor loses experience (Plura AI, 2026). Gallup's latest global data puts employee engagement at its lowest point since 2020 and prices the lost productivity at $10 trillion worldwide (Gallup, 2026).

Sariio samples the layer beneath that number - the individual motivations and preferences that shape how people communicate, decide, plan and deliver, meeting the norms of the group they work in.

Map the preferences of your people and you are looking at the human source of your culture, and at the insight that lifts performance: people do better work when they play to their preferences, and now you can see what those preferences are, agent by agent, campaign by campaign.

Your organisation, on one map.

Six dimensions of working preference, each drawn as a field. Every person who has completed the ten-minute survey appears as an anonymous point, and together the points show what no engagement survey can: where your organisation's, or your best campaign's, collective centre of gravity sits, how tightly or loosely people gather around it, and where preferences split into distinct camps.
Build a composite map from the agents or salespeople already hitting target on a given KPI, and the same picture becomes a benchmark - the preference profile behind the people who are already delivering.
Each map carries a written narrative in plain language, including the part most instruments avoid: what this culture may find harder to see about itself.

Live figures from the Sariio AI Demo Account cultureMAP. Open any dimension to explore the full report.

Built from the people, upward.

A cultureMAP draws on the same preference data that powers every individual's own map, rolled up rather than collected fresh as opinions about culture. Because behaviour flows from preference, the map shows the forces producing "the way we do things around here," grounded in source data rather than sentiment.
The picture sharpens as more people complete the survey, and it stays current because people re-survey as circumstances change, useful in an environment where three or four in every ten seats turn over each year.
Departments, teams and individual campaigns each get their own map, so leadership can see where a division pulls against the whole, and where the shape of a team that already delivers holds lessons for the rest.

Evidence, where there used to be anecdote.

Hiring against the shape of teams and campaigns that already deliver, rather than a generic competency framework.
Spotting the divide behind a change programme that keeps stalling, or the pattern behind churn that concentrates in the first ninety days. Watching two merged operations become one culture, or fail to.
Giving a new leadership team a shared, factual starting point instead of competing impressions. At industry-standard attrition, a small shift in early-tenure retention is worth real money on a mid-sized site.
A cultureMAP shows what is true about your organisation, and better decisions about who you hire, who you promote, and where the margin is leaking follow from there.

Explore a sample cultureMAP.

See the full report, exactly as leaders see it

Open the sample cultureMAP

A real, full cultureMAP built on demonstration data, with narratives written by Sariio AI.

"It's a game changer. It's a differentiator. It gives us more confidence in how we prepare people, because we have the data beforehand."

Workforce development professional

"The platform is very interactive, especially with the talent and team mapping, that is something I have never seen before. It can only help us become better at working with individuals and getting the best out of them."

Sariio user

Every organisation is different.

Size, structure and ambition vary, so the first step is a conversation. Book a call, see the platform on your own data, and start a 14-day trial that includes 10 free credits.