Two different things, deliberately kept separate. The commercial journey is how your organization moves from seeing the opportunity to operating at scale. The delivery methodology is how one workflow deployment actually runs, inside stage four of that journey.
Five stages of increasing organizational maturity. Each one answers a question, has a product attached, and earns the right to the next. Enter wherever your organization actually is.
01 · Discover
Where can agentic AI create value?
The Agentic Opportunity Assessment reads your organization across commercial, supply, finance, and management workflows, and the FMCG Agentic Opportunity Map shows where agentic AI is already changing how this work runs.
Agentic Opportunity Assessment
Assess your workflowsWithin Workflow Deployment, the build follows the method that has carried every TiMiNa engagement: from the trade floor to production, on your real data, without disrupting how your teams work.
We ride along with reps and sit with planners.
We go to the trade with your field force and sit with the planners and finance team. We map the real route-to-market and trade-spend process, not the org chart, and find where time and margin leak.
We rank by margin and trade-spend impact.
We rank opportunities by margin and trade-spend impact, then agree on a short list worth building. You see the plan, and the expected payback, before a line of code is written.
We prove it on your real sell-out data.
We build a working prototype against your real sell-out and distributor data, so you can feel the value early. Anything that does not earn its place gets killed fast.
Guardrails and audit trail, by default.
We harden the agents with guardrails, human-in-the-loop checkpoints, and full logging, so every finance and trade-spend decision is explainable and auditable.
We connect to ERP, DMS, Excel, and messaging.
Agents plug into your ERP, DMS, Excel, WhatsApp, and Telegram. They work alongside your field, finance, and trade teams, not in a silo, with permissions you control.
Land and expand, one reference at a time.
We monitor performance, tune behavior, and expand from one promotion or one territory to the whole group. One trusted reference inside a holding opens the rest of it.
Security, transparency, and human oversight are not add-ons. They are how we build.
Data stays within the operator's security boundary, with least-privilege access. An on-premise option is available, and we never train on your data without explicit consent.
Agents run with guardrails and full audit trails. For finance and trade-spend calls you can see what an agent did and why, every time.
Agentic workflows augment your field, finance, and trade teams, not replace them. People stay in the loop where judgment matters.
The Agentic Opportunity Assessment is built for FMCG and CPG organizations: a structured read on where agentic AI could create measurable value, and which workflow deserves investment first.