live products in 4 to 8 weeks · from $10kfree AI readiness check · $1,200 flatbuilt by people from Allianz, Adobe and Société Généraleshipping for teams in 15+ countriesyou own 100% of the code, alwaysgrowth, GTM and marketing handled in-houselive products in 4 to 8 weeks · from $10kfree AI readiness check · $1,200 flatbuilt by people from Allianz, Adobe and Société Généraleshipping for teams in 15+ countriesyou own 100% of the code, alwaysgrowth, GTM and marketing handled in-houselive products in 4 to 8 weeks · from $10kfree AI readiness check · $1,200 flatbuilt by people from Allianz, Adobe and Société Généraleshipping for teams in 15+ countriesyou own 100% of the code, alwaysgrowth, GTM and marketing handled in-house

all case studiesDeveloper Tooling · 2022 · Global

Adobe

70% less manual processing.

AI workflow automation embedded in an internal developer pipeline.

70%

less manual processing

12k+

tasks automated / month

NDA

scope protected

engineer required to run

the problem

A high-volume manual triage queue was consuming engineering hours and slowing release cycles.

how we approached it

Classification + extraction pipeline with deterministic post-checks.
Human-in-the-loop UI for low-confidence cases.
Cost and quality telemetry exported to the existing observability stack.

the outcome

70% of the queue handled automatically with audit trail. One engineer now owns what used to take a pod.

next case study

identity, in a vault.

Société Générale