We keep on forgetting.
Data is powerful. AI is powerful. Automation is powerful. But the last mile is still human. The last mile is the conversation with the customer who does not fit the segment. The employee whose situation is not covered by policy. The supplier who is under pressure but afraid to say it. The community that sees risk before the spreadsheet does. The founder who senses the numbers are correct but the story is wrong. The manager who knows the team is complying on the surface and resisting underneath.
It is thick data, not big data
The last mile is thick data. Small data. Human data. The stuff that does not sit neatly in a column. Tone. Silence. Friction. Shame. Pride. Fear. Aspiration. Belonging. Meaning. The real reasons people buy, leave, resist, trust, complain, recommend, sabotage or care.
Most organisations are obsessed with big data because it feels objective. That is understandable. It is also dangerous. Big data tells you what has been captured. It does not tell you what was missed. It tells you what people did, not always why they did it. It shows patterns, but not always meaning. It can measure behaviour while missing motivation entirely.
AI can deepen the problem
AI trained on past data does not escape this. It amplifies the past. It can turn yesterday’s bias into tomorrow’s recommendation. It can optimise for what is measurable and quietly erase what matters. That is the quiet risk in most AI rollouts. Not that the system gets things wrong, but that it gets the measurable things confidently right while the unmeasured things — the reasons, the meaning, the human texture — disappear from view. A dashboard that is precise about the wrong question is more dangerous than one that admits it does not know.
Anthropology beats a dashboard
So talk to actual customers. Watch how work really happens. Sit with frontline staff. Listen to complaints without sanitising them. Study the artifacts, rituals, language, workarounds, jokes, silences and contradictions. The organisation’s truth is not only in its systems. It is in its stories.
The future fitness move
Build small-data rituals into the leadership rhythm. Every month, bring unfiltered customer stories, frontline observations, supplier signals, employee friction points and cultural contradictions into the strategy conversation.
