EIRIS AI

Your election-night briefing, written in seconds.

EIRIS reads everything your agents send and tells your candidate what matters: coverage, hotspots, results received and checked. Ask it anything in plain English. Every answer links back to the records.

AI never changes a result, never declares fraud and never decides for you. A person on your team always does.

Ask EIRIS.Brief me on tonight so far.
EIRIS BriefDerived · AI
  • Coverage

    94.8% of your polling units have an agent checked in.

    489 check-ins
  • Results

    312 of 516 EC8A sheets received. 288 checked, 24 waiting for a reviewer.

    Verify queue
  • Hotspots

    3 critical incidents still open, in Dawaki and Majidadi A.

    INC-031 · 044 · 052
  • Agents

    14 agents silent for 45 minutes. 9 are in Kangere ward.

    Agent list
  • Collation

    Dawaki ward collation differs from your agents' sheets on one figure.

    Comparison
312 of 516 polling unitsResults your agents sent · not official results
  • APC39,870
  • PDP41,220
  • NNPP18,450
  • ADC6,210
  • LP3,940

Written from 1,904 recorded events, 14 seconds ago. Every line links to its records. Summaries can miss things: check the records before acting.

How EIRIS uses AI

Fast answers. Your team stays in charge.

Each part of EIRIS has one job. The AI is quick, but it only ever suggests. Your records stay exactly as your agents sent them.

AI interprets.

Reads the photo of the sheet

NNPP 62% sure

108

Derived reading

The database records.

Keeps what your agent sent

NNPP · typed by Agent 018

103

photo 3b9e…71c0 · unchanged

Deterministic rules verify.

Same checks, every sheet

  • Cast ≤ accredited
  • Valid + rejected = cast
  • Parties = valid

Humans decide.

Your reviewer makes the call

Verifier 2 · 17:44

Accepted as typed

Logged in the audit trail

Ask EIRIS

Ask the questions your DG asks. Get answers you can check.

  • Answers from your own records only
  • Every answer shows its sources
  • Hausa reports translated to English

Questions your Situation Room asks

Ask EIRISDerived · from 148 records

Which wards have not sent any results yet?

Three wards have no result sheets from your agents yet. Most of their agents are checked in.

WardSheetsAgents in
Dandango/Yamrat0 of 3835
Zungur/Liman Katagum0 of 3130
Dan Kade/Mai Kudu0 of 2926
98 polling unitsMessage these agents
Reading result sheets

It reads the sheet. It never changes it.

The AI reads every EC8A photo and says how sure it is, figure by figure. Where its reading and your agent's typing disagree, or the photo is hard to read, the sheet goes to a person. The typed figures stay on record until that person decides.

  • A confidence score on every figure
  • Unclear photos are flagged, never guessed
  • Shown beside the typed figures, never instead
Photo · original

FORM EC8A

STATEMENT OF RESULT OF POLL FROM POLLING UNIT · GOVERNORSHIP

STATE: BauchiLGA: BauchiWARD: DawakiPU: 05/02/03/014
1Number of accredited voters612
2Total votes cast598
3Number of rejected ballots9
4Total valid votes589
1APC187
2PDP241
3NNPP103
4ADC38
5LP20
Presiding officer · signaturePRESIDING
OFFICER
AI readingDerived
  • Accredited61298
  • Votes cast59897
  • Rejected995
  • Valid58997
  • APC18797
  • PDP24197
  • NNPP10862
  • ADC3897
  • LP2096

NNPP: low confidence

Reads 108. Your agent typed 103. Sent to a reviewer. Nothing changed.

Clear limits

Clear limits, built in. Not promised later.

What EIRIS AI does

  • Writes the election-night brief for your candidate
  • Answers questions about your own records
  • Reads result-sheet photos, for comparison
  • Translates Hausa reports into English
  • Sorts incoming incidents by type

What it will never do

  • Change a result or a typed figure
  • Declare fraud or call an election
  • Predict who will win
  • Make a decision for your team
  • Profile or target voters
  • See another organisation's data

Every AI output is stored with the model used, the records it read and who reviewed it. If the AI is switched off or unavailable, everything else in EIRIS keeps working.

Many signals. One clear picture.

Know where you stand, minute by minute.

See the brief, ask questions and review AI readings in the live demo Situation Room, with synthetic data from Bauchi LGA.