REFERENCES
AI-Augmented Commercial Operating System
For a leading African FMCG, we designed and built a systematic, data-informed, closed-loop commercial operating system that connects resource allocation to in-market execution across regions and channels. AI is embedded throughout: it diagnoses patterns, recommends plays, and gets smarter with every cycle. The system is in pilot, with enterprise rollout to follow.
New Pathways to Growth
For a leading B2B services company targeting growth and margin expansion, we’re building a commercial growth strategy around customer lifetime value instead of transaction-level profitability. The work identifies the pathways with the most revenue and margin potential and sequences them into a phased plan.
References available on request.