AI Sprints
AI Sprints
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  • Home
  • For Organizations
    • Service Providers
    • Internal Software Teams
  • About
  • News
Schedule a Worksession

Coaching for Internal Software Teams

Turn AI into a repeatable delivery advantage—so teams ship in hours, not days, with confidence.

Problems We Help You Solve

AI agents are everywhere—but most teams don’t have reliable, repeatable ways of working with them.

Tool chaos and fragmented workflows → inconsistent quality and engineering standards

Speed without confidence → output is faster, but “Can we ship?” slows releases and increases review burden

Testing becomes the bottleneck → reliability suffers as delivery accelerates

Legacy systems amplify risk → adoption stalls or causes regressions

Cross-role alignment breaks down → Dev/QA/Product lose shared context → churn and rework

Leadership lacks a practical operating model → unclear metrics, policies, and guardrails

Scaling depends on a few “power users” → capability doesn’t spread without a Champions plan

What We Help Your Internal Teams Achieve

For developers, QA engineers, & product owners

For developers, QA engineers, & product owners

For developers, QA engineers, & product owners

  • Learn, practice, and become confident in role-specific, continually evolving principles for working with AI agents
  • Build repeatable habits: intent → context → rules → judgment → verification
  • Target 5×–10× acceleration while improving quality
  • Grow internal champions who can support teammates and help define scalable AI Sprints practices

For software teams

For developers, QA engineers, & product owners

For developers, QA engineers, & product owners

  • Increase confidence in the quality and scope of shipped software
  • Compress delivery cycles from weeks → days or days → hours
  • Create repeatable shared practices that deliver both acceleration and confidence at scale
  • Clear existing backlogs in months and become a reliable competitive advantage for your organization
  • Increase team impact and satisfaction

How Our Coaching Works

Start with a 1-week full-time or 5-week part-time AI Sprints course (6–10 hrs/week)

Hands-on Focus: 80% hands-on work, 10% principles, 10% group office hours with a coach

Followed by 5-7 weeks of office hours for applied practice, coaching, and peer collaboration

Personalized feedback throughout, including 1:1 coaching and "try-again"

Increasing the engineer's confidence and productivity over 4 hands-on AI sprints

Participants who average 70%+ on AI Sprint evaluations and demonstrate successful application in daily work earn the AI Sprints Practitioner credential

1-2 out of every 10 engineers become Champions and receive additional coaching to better help others on their team

We also work closely with leadership from initial planning through coaching delivery, coaching impact, & next steps.

Tools Needed

We deliberately avoid tool or LLM lock-in and stay focused on the human side and the operating model shift

Required:  Only an IDE with an LLM (e.g., Cursor + Claude)

Add: Additional frameworks and stacks as needed

Recommended:  Voice-to-text in order to remove the “typing bottleneck” between humans and agents

Typical cost: ~$40/person/month for the “fully loaded” toolkit

How We Support Leadership

We help leaders move from planning → coaching → piloting → scaling a new AI Sprints-powered operating model:

Define productivity + quality goals, estimate ROI, and measure/report progress through Week 8–12

Coach teams with accelerated hands-on work tied to current releases and roadmaps

Align culture, process, business requirements, security, IP, and governance

Build internal capability to scale with a champions track and leadership support

Adapt AI Sprints to your existing culture, expectations, and customer relationships

Get Started

In 30–45 minutes, we will create your customized AI Sprints Coaching plan and set your ROI target.


The first group of your engineers could start making an impact in 2 weeks.

Schedule a Worksession

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