Prediction

Retainer studios lose share to scoped engagements through 2027

Founders start pricing creative and build partners the way they price everything else post-AI: against a defined output, not a monthly seat.

Through 2027, new studio and agency engagements will shift measurably toward fixed-scope, fixed-price structures, with open-ended monthly retainers becoming the minority model for new client relationships in brand and product work.

What remains scarce is judgement about which output is worth producing — a scoped, conclusion-based deliverable, not a monthly seat.

The falsifier: if new-engagement data shows retainer structures stable or growing as a proportion of new studio contracts, or clients broadly return to retainers because fixed-scope AI-era work proves too hard to estimate, this call is wrong.

Why we think it resolves hit: AI reduced the cost of producing creative and technical output, which makes the retainer’s implicit pitch — pay for access, get continuous output — worth less to a buyer who can generate output cheaply elsewhere.

Highlights
Fixed-scope, fixed-price structures should overtake open-ended retainers for new engagements by 2027.
Falsifier: retainer share holding stable or growing across new studio contracts.
Ongoing operational work keeps a retainer logic — only judgement-heavy work is expected to move.
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RA
R. Anand
This matches what we saw shipping our own agent last quarter — the debugging story alone justified the switch.
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