Case Study: Teikametrics achieves 44% more roadmap features per quarter with Jellyfish

Teikametrics delivers 44% more roadmap features per quarter by learning optimal organization and measurement for engineering teams

Teikametrics, a fast-growing retail optimization software company, struggled to maintain consistent delivery of roadmap features as its engineering headcount expanded from 4 to 20+ engineers and then to a 20-person global team. Without a formal way to measure engineering performance or segment workstreams, Teikametrics couldn’t identify sources of delays or justify hiring; attempts to retrofit reporting into existing tools failed. Teikametrics engaged Jellyfish and adopted its engineering management platform and best-practices framework to get both metrics and organizational guidance.

Jellyfish helped Teikametrics surface team interdependencies, quantify one-off customer-request work, and recommend team restructuring and automation of repetitive tickets, freeing engineering bandwidth for product work. Within three months the team saw a 44% increase in planned roadmap features completed per quarter and a 67% boost in quarterly burndown predictability, and by six months had clearer hiring plans for finance—demonstrating Jellyfish’s measurable impact on throughput and forecast accuracy.

Teikametrics

Aatish Salvi

Chief Technology Officer