AI-Native SAFe® Implementation Roadmap
We took Scaled Agile’s proven SAFe Implementation Roadmap and layered in AI Enablement, Innovation Culture, and a Technical Backbone built for the AI era. The result: faster transformations, better business outcomes, future-proof teams.
Standard SAFe gets you scaled. Our roadmap gets you AI-Native, scaled.
We don’t replace SAFe — we extend it. Same trusted framework Scaled Agile has refined for 15+ years, plus the AI capabilities your teams need to ship in 2026 and beyond.
Scaled Agile’s SAFe Implementation Roadmap
- Train SPCs and lead the change
- Identify value streams & ARTs
- Train executives, teams, and launch ARTs
- Operate & relentlessly improve
- Proven across 20,000+ enterprises
Same 12-step backbone + 3 layered extensions
- Layer 1 — AI Enablement woven through every step
- Layer 2 — SAFe core delivered by an SPCT
- Layer 3 — Technical Backbone with AI engineering
- Layer 4 — LACE wrapper that sustains it all
- Innovation Culture practices threaded throughout
Capabilities your competitors don’t have yet
- Teams trained in AI-Native prompt patterns from day 1
- MLOps + DevOps engineering integrated with ARTs
- Mutation Readiness diagnostics built into PI cadence
- Executive AI fluency — not just team enablement
- Faster cycle times, higher quality, better engagement
The 4-layer AI-Native SAFe® architecture
One transformation. Four reinforcing layers. Every layer maps to specific training, coaching, and capability-building — so you can see exactly what gets built, when, and by whom.
Lean-Agile Center of Excellence (LACE)
The LACE is the organizational capability that owns the transformation end-to-end. It cross-cuts all three layers below, sustains momentum after the launch buzz fades, and turns one-time training events into ongoing capability. Every successful SAFe rollout we’ve seen has a working LACE; every failed one didn’t.
AI Enablement Layer
The AI thread that runs parallel to every step of the SAFe rollout — not as a separate workstream, but woven through the entire transformation. By the time your first ART launches, your people are already shipping with AI as a teammate. By the time you optimize the portfolio, your execs have AI fluency.
SAFe Core Transformation Layer
Scaled Agile’s proven Implementation Roadmap, delivered by a Gold Partner trainer with the SPCT credential. This is the spine of the transformation — the framework refined across 20,000+ enterprises that gets your organization from project-funded chaos to value-stream-aligned delivery.
Technical Backbone Layer
The engineering practices that make SAFe + AI actually work. Without this layer, you get pretty PI Planning boards and ugly production. With it, you get continuous delivery pipelines, MLOps for AI services, RTEs who can unblock at speed, and architects who can govern an AI-augmented portfolio.
Every layer maps to a certification. Pick your role — or your team’s.
Each badge is a live, instructor-led cohort delivered by Mark or a senior SPCT-trained instructor. Exam included. Pass guarantee. Click any badge to see the next cohort.
What enterprises achieve with this roadmap
Verified outcomes from Scaled Agile case studies — the framework underneath our roadmap. Our AI Enablement and Technical Backbone layers are designed to push you toward the upper end of these ranges, faster.
Time-to-Market
From idea to in-customer-hands — cycle time cut, PI cadence locked, dependencies broken down.
Quality
Defects in production drop; built-in quality from ASE+AI and SDP catches issues at commit, not in UAT.
Productivity
Output per team goes up — not by working harder, by removing the coordination cost SAFe was built to remove.
Engagement
Teams feel the difference. Clearer purpose, faster feedback, real autonomy — the eNPS numbers move.
Three steps. Start with a 15-minute call.
You don’t commit to a transformation on a sales call. You diagnose, you plan, then you execute — with the right partner and the right cadence.
Diagnose
A focused conversation to understand where you are, where you want to go, and how AI fits into your operating model.
- Current state of your SAFe adoption
- AI readiness across exec, team, engineering
- Strategic outcomes you need this fiscal year
- Honest go / no-go recommendation
Roadmap
We co-create your custom SAFe + AI implementation plan — sequenced to your risk tolerance, budget, and capacity.
- Value stream & ART identification workshops
- AI enablement plan layered into PI cadence
- Technical Backbone capability gap analysis
- LACE design & chartering
- 12-month delivery plan with milestones
Execute
We train the change agents, launch your ARTs, build your AI capabilities, and coach the LACE through its first year.
- SPC + ASPC cohorts for your change agents
- Role-based training across all four layers
- Live ART launches with embedded RTE coaching
- AI workshops for execs + foundations for all
- Quarterly retrospectives with your LACE
The team behind the roadmap
This isn’t consulting theatre. Every layer of this roadmap has been delivered, refined, and retro’d in real enterprises.
Professionals trained
Across SAFe, ICAgile, and AI-Native tracks — rated 4.9/5
SPCTs worldwide
Mark is one of them — the top 1% of the SAFe ecosystem
Countries served
North America, MENA, South Asia, Europe, LATAM, Africa
Languages delivered
English, French, Spanish, Arabic, Hindi, Urdu, Punjabi, Bengali, Portuguese
Ready to design your AI-Native SAFe® roadmap?
15 minutes with an SPCT. No deck, no pitch — a real conversation about your current state, your AI readiness, and whether this roadmap is right for you.
SAFe®, Scaled Agile Framework®, SAFe Agilist®, SAFe Practice Consultant Trainer® and related marks are trademarks of Scaled Agile, Inc. The standard SAFe Implementation Roadmap is the property of Scaled Agile, Inc. The AI Enablement, Innovation Culture, and Technical Backbone layers described on this page are extensions developed by Agile Agilist.
