Internal data group aligns behind delivery outcomes

The data science teams at an enterprise were siloed and had a hard time aligning behind business value. Agile delivery methodology consulting helped them improve their outcomes.

case study setup
Situation

Reorganization and growing pains

After recently consolidating 3 different data teams under a single organization, the client came to Sketch for help adopting productive practices for these teams. They wanted Sketch to help build the operational model, as well as help determine individual skills and delivery practices necessary to become a product-driven organization. At the start, we identified Speed to Market, Predictability, and Alignment as the most important outcomes to focus on improving.

Challenge

Low agility, poor communication, slow software development

case study challenge

Before we got started, the client had shared many challenges they were facing:

  • Stakeholders didn’t know where their requests were in the queue, or when to expect them to be completed.
  • Coordinating priorities for large efforts (and even small ones) was difficult and prone to misalignment across individuals and teams.
  • Teams were focused on fulfilling requests and had difficulty creating time and space to improve the client’s product offerings.
  • Teams couldn’t deliver work independently, so members spent too much time in standups for coordination and visibility needs.
  • Leaders weren't sure how to apply agile practices to a data organization.
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As a result, the data science team was isolated from the rest of the organization, which made it impossible to keep everyone pulling in the same direction.

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Enter Sketch

Solution

Four phases of agile training

Our approach was broken into phases:

case study solution
  1. Team structure
  2. Core team practices
  3. Cross-team planning
  4. Continued growth practices

Iterative improvements

Working in phases helped the organization incrementally develop the skills needed to enable more advanced practices. The process felt less intimidating, even as the team completed all of the following steps toward their identified objectives:

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  • Agile bootcamps (training sessions)
  • Team coaching for ceremonies
  • 1-on-1 coaching sessions
  • Facilitated workshops and working sessions
  • Contract Scrum Masters from Sketch who filled the role on the teams
  • Coaching for the leadership team
  • Tool configuration (ADO) to establish consistent patterns for tracking and managing work
  • Squad health checks using proprietary software to take a baseline and measure progress
case study results
Results

Accurate planning and faster software delivery

Working on challenges one at a time reduced the complexity of this team's struggles. By naming and addressing simple issues, the client achieved all of the following:

Cross-functional teams

Cross-functional teams aligned to related business streams kept the focus on value delivery, not activity.

CLIENT FEEDBACK

The stakeholders are very optimistic about the strategy we have developed with Sketch, and they are anxious to see it come to life.

VP, Data science

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