A study of where service organisations actually are on the path to mature automation — what is moving the work forward, what is stalling it, and what separates teams that piloted from teams that rebuilt. Drawn from 2,318 practitioners worldwide.
Across the industry, a gap is opening between teams that bolted automation onto the edge of their operation and teams that built it into the middle of it. In other words, it is becoming clear that launching is easy — rebuilding the work around what you launched is not.
Most teams running automation see benefits, but a fraction of what is on the table. The teams that reached mature deployment show that depth is what unlocks the rest: put the system at the core of the operation, wire it into the workflows that matter, hand it more responsibility, and keep tuning it after go-live. Invest in the system and the returns compound.
That opportunity is still open to everyone else. But you have to be impatient about it. Push the system into more channels, let it take the queries nobody wants, and close the gap before it gets too wide to cross.
THE 2027 SUPPORT AUTOMATION
BENCHMARK REPORT / PERIGEE
63% of service leaders say their team funded automation work in the last 12 months, and 71% plan to fund more in 2027. But only 11% describe their deployment as mature — woven through the operation and running at scale. For the remaining majority the system is unlocking early value and a fraction of what it is capable of.
84% of teams at the mature stage report improved operating metrics since rollout, against 57% overall. As the technology stops having to prove itself, attention shifts from cost saved to strategic impact — mature teams route recovered capacity into revenue-adjacent work, repositioning service from a cost line into a growth one.
As automation absorbs more volume, resolution quality became the top-ranked priority for 2027 — named by 54% of all teams, up from 26% a year earlier. Teams at every maturity level are racing to deliver the same standard on every channel, moving from proving the system works to making sure it works well.
Automation is reshaping what service teams do. New roles like conversation analyst, knowledge steward and automation operations lead are becoming standard, and 38% of teams report specialists spending more time training and tuning systems than clearing tickets. 61% of leaders at mature deployment now call service a value driver.
49% of organisations plan to extend automation beyond service in 2027, and close to a third say the service team is leading that push. Early wins have positioned the function as the transformation engine for the rest of the company — a strategic role that would have felt improbable two years ago.
2,318 SUPPORT PRACTITIONERS ACROSS SAAS, FINTECH, LOGISTICS AND HEALTHTECH — SPANNING 4 REGIONS
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