From AI adoption strategy and roadmap to PoC execution
AI transformation fails without a strategy
AX (AI Transformation) consulting is a specialized service that assesses a company’s AI maturity and defines its AI transformation strategy and execution roadmap. TreeSoop’s KAIST- and POSTECH-trained engineers run the full cycle — current-state assessment, PoC execution, and enablement training — completing PoCs in an average of 12 weeks with ROI measurement built in. Rated 4.92/5 on Wishket, Korea’s largest dev-outsourcing platform, as a top 0.1% partner.
You know your business needs AI, but which workflows to target, which technology to use, and in what order keeps ending in the same dead-end conversation.
You deployed an AI solution, but you can’t prove in numbers how much cost it saved or productivity it added — which makes winning over leadership an uphill battle.
After adopting an external AI solution, no one on the inside can operate or improve it — so vendor dependence deepens and the costs never stop.
Through business-unit interviews and process mapping, we identify the workflows where AI can be applied and set priorities with an ROI forecasting model.
We design an actionable AI transformation roadmap on 3-month, 6-month, and 1-year horizons, with KPIs and milestones defined for each phase.
After adoption, we deliver hands-on training and establish an AI governance framework so your internal team can operate and improve the system on its own.
We establish pre-adoption baselines and build a continuous performance-monitoring dashboard, so before-and-after impact is always visible.
When building your AX roadmap, we can include an AI-native development process built on Claude Code and Superpowers as an adoption option — covering skill and subagent configuration plus enablement training so your in-house dev team can run agent loops on its own.
Interviews across your key business processes, a review of your data infrastructure, and an AI maturity assessment.
We identify candidate workflows for AI based on automation potential, data availability, and cost-saving impact.
We finalize a three-phase execution roadmap by weighing projected ROI, technical difficulty, and organizational readiness.
We run a proof of concept on the top-priority workflow and verify the real-world impact in numbers.
Training for internal owners, operations manuals, and regular review meetings to sustain long-term growth.
AI transformation strategy for a mid-sized manufacturer across three areas: quality inspection, demand forecasting, and predictive maintenance
Analyzed the insurance underwriting process to prioritize and roadmap an AI-assisted review system
AI strategy and phased execution plan across product recommendations, inventory optimization, and CS automation
47+
Consulting projects delivered
AI transformation strategies across a wide range of industries
4.92
Wishket rating
Consistently top-tier client satisfaction
Avg. 18%
ROI forecast error margin
Average gap between projected and actual results
6 weeks
Average consulting duration
From assessment to a finalized roadmap
Our experts will recommend the best approach for your project.
