← Writing · Civic & Democratic Infrastructure
Flux Working Paper No. 33

What Dies on Election Night

Ken Ruto · Flux — A Research & Technology Lab, Nairobi, Kenya · July 2026 · 8 min
Read as paper ↗
BibTeX · RIS

The morning after a general election, a campaign office in a Nairobi ward is being emptied. Plastic chairs stack by the door. Someone pulls the wall map down — every polling station marked on it, turnout from the last three cycles pencilled in the margins, annotated in four different hands over six months — and folds it into a bin bag. Eleven WhatsApp groups, one per sub-location, holding the numbers of roughly four hundred people who had knocked on doors, will buzz for another fortnight and then go quiet. The notebooks the ward coordinators carried, the ones in which they wrote down what people said they needed — water here, a footbridge there, three schools without a perimeter wall — are in a box under a trestle table. Nobody will open the box.

This happens in every ward in the country, in the same week, every five years.

The conventional reading is that a campaign ended and normal life resumed. I want to argue that something substantial was destroyed in that room, that the destruction is structural rather than careless, and that it explains a failure this body of work has already documented from the opposite end.

In plain terms: a Kenyan campaign is the most operationally capable organisation most constituencies will ever have. It is assembled from nothing in about six months, and it is dissolved at the exact moment it succeeds.

What a campaign is, operationally

Set the rhetoric aside and look at the org chart.

A serious campaign for a parliamentary seat assembles, inside two quarters: a field organisation with coverage down to sub-location; a volunteer roster in the hundreds; a logistics function moving people and materials daily across a constituency; a finance operation handling many small disbursements under time pressure; a communications team; and a continuous stream of first-hand information about what constituents say they need, gathered by people who went to their doors and asked.

I have watched teams do this with no prior institutional existence, no permanent staff, and no systems beyond a phone. It is genuinely impressive, and it is not rare — it is what campaigning at that level requires, so it happens in hundreds of constituencies simultaneously.

Then consider what replaces it. The constituency office that the winner takes over has a handful of staff, a caseload it did not choose, and — this is the part that matters — none of the six months of accumulated knowledge that preceded it. The field organisation is gone. The volunteer roster is a set of WhatsApp groups nobody administers. The ward map is in a bin bag. The notebooks are in the box.

The most capable version of that political organisation existed the day before it took office.

The largest needs assessment nobody keeps

Of everything a campaign builds, the piece I would argue is most valuable is the one least likely to survive: the record of what people asked for.

Campaigning at ward level is, functionally, door-to-door primary research. Over six months a team will have thousands of unstructured conversations in which residents state, unprompted and specifically, what is wrong where they live. Nothing else in Kenyan public life systematically collects that at that density. Not the census, which asks different questions. Not the county, which mostly hears from people who already know how to complain. Not the constituency office, which hears from whoever walks in.

Every five years, this country conducts its largest informal needs assessment, and then discards the results on election night.

I want to be careful about the strength of that claim. This information is not rigorous — it is self-selected, it is collected by people with an obvious interest in hearing certain answers, and it over-represents whoever was home and willing to talk. It is not a substitute for proper enumeration. But it is real, it is specific, it is geographically precise, and there is a very large quantity of it. As a starting backlog for a constituency office, it is better than the nothing that office currently starts with.

Why it dies

The loss is not caused by carelessness. Three structural reasons, none of which are anybody's fault in particular.

The campaign and the office are legally and organisationally distinct. A campaign is a temporary vehicle with its own funding, staffing and lifespan. The office is a state-adjacent institution with its own rules. There is no handover procedure, because in law and in practice these are not the same body. Nothing is designed to pass between them.

The people disperse. Campaign staff are hired for a season. Volunteers return to their work. Whatever they knew leaves with them, and most of it was never written anywhere except in a notebook or a group chat.

There is no format for it. Even where the intent to keep something exists, the material is unstructured — chat logs, handwritten notes, a map with pencil marks. There is nothing to migrate it into. A constituency office has no case-management system waiting to receive a backlog, because as Democracy Is Infrastructure argued, the office mostly has no operational infrastructure at all.

Each of these is individually reasonable. Together they guarantee that institutional memory is lost by construction, on a five-year clock.

The cost compounds

If this happened once it would be waste. Happening every cycle, it produces something worse: a political system in which no constituency ever accumulates operational knowledge about itself.

Consider the second-term MP. She has now run two campaigns and served one term. In principle she should be starting her second term with a decade of structured understanding of her constituency — which wards raise which problems, which of the promises made in the last cycle were delivered, which were quietly dropped, what changed. In practice she starts each cycle rebuilding the same map from the same blank paper, because the previous version went into a bin bag in 2022.

And the citizen's side of this is the one that corrodes trust. A promise made at a door in April cannot be tracked, because there is no record it was made. Not because anyone concealed it — because nobody wrote it down in a form that survives. The widespread belief that politicians simply lie about their intentions is, at least in part, a description of a system with no memory. You cannot hold anyone to a commitment that was never recorded.

The part that survives, and how

Something does survive election night, and the manner of its survival is instructive.

Phone lists survive. They persist in spreadsheets, get copied between staffers, and reappear in the next cycle with nobody able to say where they came from. In the last election it was common to encounter contact databases of tens of thousands of numbers whose provenance nobody in the room could account for.

That matters legally. The 2022 general election was the first conducted under the Data Protection Act, 2019, which applies squarely to political campaigning, party recruitment and voter-register inspection, with oversight from the Office of the Data Protection Commissioner. The law is not the missing piece; it exists and it is reasonably clear.

But notice the shape of the failure. The only artefact that reliably survives a campaign is the one nobody designed for survival, and it survives in the worst possible form — undocumented, unconsented, untraceable. The valuable, benign material (what people said they needed) evaporates. The sensitive material (who they are and how to reach them) persists lawlessly. That is exactly backwards, and it is what happens when an institution has no designed continuity layer: what endures is whatever is easiest to copy, not whatever is most worth keeping.

What follows

If this argument is right, the useful intervention is not better campaign tooling in the sense of helping campaigns win. Campaigns are already, by the standards of the institutions around them, unusually effective. It is continuity: infrastructure whose job is to make the operationally valuable part of a campaign survive contact with the office that follows it, and to make the sensitive part accountable while it exists.

Concretely that means a campaign's record of constituent needs being structured from the moment it is captured, geographically anchored, and in a form a constituency office can inherit on day one as a case backlog rather than as a box. It means promises being recorded when they are made, so that delivery can be checked later by anyone. And it means the contact data that currently outlives every campaign doing so with documented provenance and consent, or not at all.

This is the direction BungeConnect is being built in, and I will write about that product specifically when there is something to report rather than something to announce. The argument here does not depend on it.

The claim I would defend is narrower than the product. The five-year destruction of campaign capacity is not an unfortunate side effect of electoral politics; it is the largest single source of institutional amnesia in Kenyan constituency governance, and it is repairable without changing any law. Nothing in the Constitution requires the wall map to go in the bin bag. It goes in the bin bag because nobody built the thing that would have kept it.

The falsifiable version, for the next cycle: whether a single constituency office anywhere in Kenya can begin its term holding a structured, sourced record of what its constituents asked for during the campaign that put it there. As far as I can establish, this has not happened once. It would only take one.

References
  1. Flux Working Paper No. 5 — Democracy Is Infrastructure.
    The argument that constituency offices fail for want of operational infrastructure. This paper approaches the same failure from the campaign side and argues the two are connected.
  2. Republic of Kenya. Data Protection Act, 2019 (No. 24 of 2019). Laws of Kenya. 2019.
    Governs processing of personal data in Kenya including political campaigning, party recruitment and voter-register inspection. Establishes the Office of the Data Protection Commissioner.
  3. Carnegie Endowment for International Peace. In Kenya’s 2022 Elections, Technology and Data Protection Must Go Hand-in-Hand. Carnegie Endowment for International Peace. 2022.
    Analysis of the 2022 general election as the first held under the Data Protection Act, and of the gap between the legal framework and actual campaign data practice.
  4. KICTANet. Policy Brief: Personal Data and Elections 2022. KICTANet Think Tank. 2022.
    Kenyan civil-society analysis of how the Act applies across the electoral cycle, including to campaign contact data.
  5. Flux Working Paper No. 8 — Procuring the Unspecifiable: Why Institutional Software Procurement Is Broken in Kenya.
    The structural-failure argument: where an institution produces a bad outcome by construction rather than by intent, the fix is structural rather than moral.
  6. Flux Working Paper No. 3 — What Happens When Institutions Can Finally See Themselves.
    Visibility as the precondition for institutional performance — the capability a constituency office loses when campaign knowledge is discarded.
Ken Ruto
About the author
Ken Ruto

Founder of Flux. Building vertical AI-powered SaaS for Africa's institutions — and writing the thesis behind every bet. kenruto.fluximpact.org →

Share X LinkedIn WhatsApp
Did this land?
Was it useful?

Comments

No comments yet — be the first.

Replying to · cancel
Get new essays

No spam — just the next piece when it's out.

Think I got something wrong? Highlight any sentence to push back on it — or It comes straight to me, never shown publicly.

Push back
Related writing
10 min
Legible, Navigable, Writable: What Measuring a City Actually Costs
We replaced guessed building heights with satellite-measured ones across Nairobi, moving from 0.3% to 73.6% observed. Then two sources that both say 'measured' turned out to disagree by seven metres — and the authoritative one was probably wrong.
6 min
Who's Missing From the Map: Building-Footprint Coverage Gaps in Nairobi's Informal Settlements
Kibera: 82% of its buildings are in OpenStreetMap. Mathare: only 16% are. The difference is not population or need — it is whether a settlement ever had a dedicated volunteer mapping campaign.
7 min
Estimating What We Don't Know: A Confidence-Tiered Height Heuristic for Data-Sparse Cities
0.3% of 1.27 million Nairobi buildings have a real height on record. This is the heuristic built to estimate the other 99.7% honestly — with its confidence visible, not hidden.