Engineering Strategy — 2026
Last updated: 2026-02-09
Summary
This year, we are focused on the following priorities: acquiring and onboarding 50 ACCS and/or ACO customers; accelerating migration enablement; delivering AI-powered Product Innovation to customers; achieving total savings of $3.0M from run rate spend in H126; and reducing overall customer churn by 30% against H126 forecast.
If you are working on something does not directly support these goals, it is not a priority.
Goals in detail
1. Acquire and onboard 50 ACCS and/or ACO customers
Make it significantly easier for Commerce customers to adopt ACCS and ACO.
Related initiatives:
What success looks like:
- 20 go-live customers by Summit
- Deliver 3 ACCS features resulting from CDE engagements
- Deliver 3 ACO features resulting from CDE engagements
2. Accelerate migration enablement
Create a one-step migration path to migrate customers from PaaS to SaaS
Related initiatives:
- Innovation | Commerce Migration Assessment Tool
- Innovation | AI Coding Agent for Commerce App Builder Extensions
What success looks like:
- Reduction of ACS retention engagement cycle time from 8 to 5 weeks
- Decrease customer migration cycle time average by 50%
- Ability to successfully co-innovate with customers
3. Deliver AI Product Innovation to customers
Delivery AI Product Innovations to Customers
Related initiatives:
- Innovation | LLM Optimizer Integration with Adobe Commerce
- Innovation | AI Coding Agent for Commerce App Builder Extensions
- Innovation | Agentic Commerce Initiatives
What success looks like:
- Deliver 4 Agentic AI Use Cases (Catalog Discoverability in LLMs, Brand Concierge, and UCP/ACP enablement, AI Coding Agent for App Builder)
- Co-innovate with 4 customers
4. Reduce overall customer churn by 30% against H126 forecast
Delivery AI Product Innovations to Customers
Related initiatives:
What success looks like:
- Retain 50% more ARR ($12M vs $8M actual) through ACS Retention program (achieved by tooling)
- Achieve a 90% retention rate (vs 88% actual)
- Engage 75% of at-risk accounts with at least 2 product touchpoints
Explicit non-priorities
To be clear, this year we are not optimizing for:
- Large, custom one-off solutions
- Short-term speed at the cost of long-term maintainability
- Manual processes that don’t scale
Why this matters now
- With the launch of ACCS and ACO, we are at a critical inflection point to ensure customers successfully adopt next-generation services and transition away from legacy PaaS solutions.
- Rapid innovation is now a necessity
How this connects to initiatives
Each major initiative exists to serve the strategy above.
On the initiative pages, you'll see:
- Why the initiative exists
- What changes and what stops
- Which teams are impacted
- How success is measured
If an initiative doesn’t clearly map back to this strategy, we should question it.
Questions or feedback
If something here feels unclear, conflicting, or unrealistic, that’s a signal we want to hear, please reach out to your Engineering Leader.
Strategy only works if it’s understood and challenged by the people doing the work.