1001 Smart Cities

Permanent project revision

Tallinn Self-Driving Shuttle Pilots

Revision 2026-08-27-claims-and-sources · effective 2026-07-25

Current revision. This is the snapshot used by the live entity page.

unreviewed

Created the first structured Evidence Passport with 11 claims and 5 source dossiers.

sha256:7e0f6ba1e2c461857df2e6c0cb752a55c044f798c32cdbbb5a8df24177105207
All revisions → Current entity page →

Change set

  • add /evidencePassport — Added claim-level evidence mapping and source dossiers.
  • add /revisionHistory — Established a permanent, hash-addressed baseline revision.
11
of 11 claims mapped
5
source dossiers
4
publication dates recorded
0
archives linked
0
exact locators
0
content captures hashed

Claims, one by one

The text below is copied verbatim from the published record. Each claim names the source dossiers that carry it; caveats stay attached to the claim they qualify.

Claim 1 clm-17e619a6a9343195 quantitative
built with SilberAuto and ABB Eesti, and billed as Estonia's first self-driving bus — drove publicly for the first time at the university's centenary on 17 September 2018
Published field
snippet · verbatim
Mapping
mapped · no interpretation or interpolation added by this passport
What the mapping says
The research group's archive page describes the original ISEAUTO electric shuttle as built with SilberAuto AS and ABB Eesti and dates its first public autonomous driving to TalTech's 100th anniversary on 17 September 2018.
Caveat
No claim-specific caveat recorded

Sources carrying this claim

  1. TalTech Autolab — ISEAUTO v1 vehicle archive
Claim 2 clm-5091735a571d03f4 descriptive
the ISEAUTO vehicle page is now an archive
Published field
snippet · verbatim
Mapping
mapped · no interpretation or interpolation added by this passport
What the mapping says
The page states of itself that it is the v1 vehicle archive, and lists the project's status as finished.
Caveat
No claim-specific caveat recorded

Sources carrying this claim

  1. TalTech Autolab — ISEAUTO v1 vehicle archive
Claim 3 clm-451ac3542179c325 quantitative
In the project team's own survey of 51 of the 2020 pilot's passengers — about 10 per cent, on board and online — the overall experience scored 6.57 out of 7 and traffic safety 5.95, and 94.1 per cent said they would use an automated shuttle in daytime against 59.9 per cent at night
Published field
impact · verbatim
Mapping
mapped · no interpretation or interpolation added by this passport
What the mapping says
The conference paper on the 2020 Tallinn service reports the passenger feedback these figures come from; its abstract states that a summary of the feedback from clients is presented.
Caveat
A self-evaluation by the operating team on a self-selected sample. The publisher's page did not respond when the sources were last re-read, so these figures rest on the earlier reading.

Sources carrying this claim

  1. IOPscience (peer-reviewed) — Self-driving Shuttle Bus Use Case in City of Tallinn
Claim 4 clm-1b57da68e1bdc8dd descriptive
The same paper says it addresses events during the operation, including an accident
Published field
impact · verbatim
Mapping
mapped · no interpretation or interpolation added by this passport
What the mapping says
The paper's own abstract states that events that took place during the operation, including an accident, are addressed.
Caveat
No claim-specific caveat recorded

Sources carrying this claim

  1. IOPscience (peer-reviewed) — Self-driving Shuttle Bus Use Case in City of Tallinn
Claim 5 clm-0eea8367b4e0995f quantitative
Over roughly two months on a 2.4 km route the three ISEAUTO shuttles carried 514 passengers and covered 2,500 km
Published field
impact · verbatim
Mapping
mapped · no interpretation or interpolation added by this passport
What the mapping says
The conference paper documents the 2020 Ülemiste City service, whose route connected the offices with the airport and a shopping centre, and reports its operating figures.
Caveat
The publisher's page did not respond when the sources were last re-read, so these figures rest on the earlier reading.

Sources carrying this claim

  1. IOPscience (peer-reviewed) — Self-driving Shuttle Bus Use Case in City of Tallinn
Claim 6 clm-937132aecf128184 quantitative
an eight-seater on a 1.8 km circuit in Mustamäe, running 10:00 to 16:00 Tuesday to Sunday at 25-minute intervals for two months in 2022
Published field
impact · verbatim
Mapping
mapped · no interpretation or interpolation added by this passport
What the mapping says
The EU record states that the two-month Mustamäe pilot used an eight-seater running a 1.8 km circuit between 10:00 and 16:00 from Tuesday to Sunday at 25-minute intervals, with a security person on board.
Caveat
No claim-specific caveat recorded

Sources carrying this claim

  1. EU Urban Mobility Observatory — Tallinn free self-driving bus pilot
Claim 7 clm-25fb3dc23bcbd9f7 quantitative
a 2 km loop from the Kumu Art Museum for the month of September 2023
Published field
impact · verbatim
Mapping
mapped · no interpretation or interpolation added by this passport
What the mapping says
The city announcement states that from 1 September to the end of the month a self-driving bus operates in Kadriorg Monday to Saturday, free, on a two-kilometre route starting and ending at the Kumu Art Museum.
Caveat
No claim-specific caveat recorded

Sources carrying this claim

  1. City of Tallinn — Self-driving bus in Kadriorg
Claim 8 clm-4511bfae05719feb quantitative
free rides between Stroomi Beach and Paldiski maantee for three weeks in December 2024
Published field
impact · verbatim
Mapping
mapped · no interpretation or interpolation added by this passport
What the mapping says
The city announcement states that a self-driving bus is offering free rides in the Kodulahe neighbourhood between Stroomi Beach and Paldiski maantee, Monday to Friday until 20 December.
Caveat
No claim-specific caveat recorded

Sources carrying this claim

  1. City of Tallinn — Self-driving bus in Kodulahe
Claim 9 clm-d09a6a379c77a8bd quantitative
Kadriorg was chosen to explore areas where regular public transport was not operating — and trams 1 and 3 were due to start running there the month after the pilot ended
Published field
lesson · verbatim
Mapping
mapped · no interpretation or interpolation added by this passport
What the mapping says
The deputy mayor is quoted saying that because trams 1 and 3 could begin running in the Kadriorg direction from 1 October, the aim was to explore the potential of self-driving buses in areas where regular public transport is not operating.
Caveat
No claim-specific caveat recorded

Sources carrying this claim

  1. City of Tallinn — Self-driving bus in Kadriorg
Claim 10 clm-18d6a97555678a98 descriptive
Kodulahe was chosen because developments in Tallinn had been approved without stops or space for city buses, so the shuttle stood in as a last-mile link
Published field
lesson · verbatim
Mapping
mapped · no interpretation or interpolation added by this passport
What the mapping says
The deputy mayor is quoted saying many developments in Tallinn had previously been approved without fully considering public transport solutions, lacking stops or suitable spaces for city buses, and that the autonomous bus was being tested in Kodulahe as a last-mile solution connecting residents with the network along Paldiski maantee.
Caveat
No claim-specific caveat recorded

Sources carrying this claim

  1. City of Tallinn — Self-driving bus in Kodulahe
Claim 11 clm-549491229a3ae0d9 descriptive
Auve Tech's next-generation MiCa had already carried passengers in Japan, the United States, the Middle East, Germany and Finland before it did so in its home city for the first time
Published field
lesson · verbatim
Mapping
mapped · no interpretation or interpolation added by this passport
What the mapping says
Auve Tech's chairman is quoted saying that MiCa, which has operated in Japan, the United States, the Middle East, Germany and Finland, is now carrying passengers in its hometown of Tallinn for the first time.
Caveat
No claim-specific caveat recorded

Sources carrying this claim

  1. City of Tallinn — Self-driving bus in Kodulahe

Source dossiers and revision state

This layer records what is known about each source, what is still missing, and the exact snapshot this page is rendering. A missing date, archive or hash stays visible as missing.

unreviewed Revision 2026-08-27-claims-and-sources effective 2026-07-25 · created 2026-08-27

Awaiting operator and domain-expert review; publication of this revision implies neither.

Erratum on this revision's envelope. The snapshot, its hash and its permanent link are untouched.

  • createdAt previously read 2026-08-28T21:00:00Z. The batching script that produced this revision advanced createdAt into the future to satisfy the strictly-increasing order the validator requires per entity. The value never recorded a real event; the corrected value is the moment the revision provably existed in the repository. Corrected to 2026-08-27T02:17:23Z on 2026-08-27; evidence: first appears in commit 82110be64b, committed 2026-08-27T02:17:23Z.
sha256:7e0f6ba1e2c461857df2e6c0cb752a55c044f798c32cdbbb5a8df24177105207
Revision history → Permanent version link → Machine-readable record → Evidence Constitution →
11
of 11 claims mapped
5
source dossiers
4
publication dates recorded
0
archives linked
0
exact locators
0
content captures hashed

Governance facts carried by the record

Operator
TalTech / Auve Tech
Actor types
research, private
Funding model
Not recorded
Funding description
Not recorded
Cost
Not recorded
Ownership
Not recorded
Decision rights
Not recorded
Exit conditions
Not recorded

5 source dossiers

IOPscience (peer-reviewed) — Self-driving Shuttle Bus Use Case in City of Tallinn iopscience.iop.org · 3 linked claims

Open original source ↗

Stable source ID
src-126cae8d329662d2
Publisher
Name not classified · iopscience.iop.org
Type / language
web-page · language not classified
Published
2021-05-01
Updated
Not recorded
Source last checked
No source-level check date
Record last verified
2026-07-25
Dossier created
2026-08-28
Retrieved copy
No local capture recorded
Archive
No archived copy linked
Content hash
No captured content hash
Locator
Open the recorded source note

Peer-reviewed conference paper (Kalda, Sell and Soe, IOP Conference Series: Materials Science and Engineering 1140, 1 May 2021) on the 2020 Ülemiste City route connecting offices with the airport and a shopping centre, its legal requirements for street-legal operation, the events during the operation including an accident, and a summary of passenger feedback.

Descriptive only — not page/paragraph exact
Claims linked
EU Urban Mobility Observatory — Tallinn free self-driving bus pilot urban-mobility-observatory.transport.ec.europa.eu · 1 linked claim

Open original source ↗

Stable source ID
src-6c66acce2d43b15a
Publisher
Name not classified · urban-mobility-observatory.transport.ec.europa.eu
Type / language
web-page · language not classified
Published
2022-08-03
Updated
Not recorded
Source last checked
No source-level check date
Record last verified
2026-07-25
Dossier created
2026-08-28
Retrieved copy
No local capture recorded
Archive
No archived copy linked
Content hash
No captured content hash
Locator
Open the recorded source note

EU record of the 2022 Mustamäe pilot: a two-month trial with an eight-seater on a 1.8 km circuit running 10:00-16:00 Tuesday to Sunday at 25-minute intervals, a security person aboard to monitor and intervene, run jointly by the city transport authority and Auve Tech.

Descriptive only — not page/paragraph exact
Claims linked
City of Tallinn — Self-driving bus in Kadriorg tallinn.ee · 2 linked claims

Open original source ↗

Stable source ID
src-c029cb47c5744e38
Publisher
Name not classified · tallinn.ee
Type / language
web-page · language not classified
Published
2023-08-31
Updated
Not recorded
Source last checked
No source-level check date
Record last verified
2026-07-25
Dossier created
2026-08-28
Retrieved copy
No local capture recorded
Archive
No archived copy linked
Content hash
No captured content hash
Locator
Open the recorded source note

City announcement of 31 August 2023: from 1 September to the end of the month a self-driving bus runs a free two-kilometre route starting and ending at the Kumu Art Museum, Monday to Saturday. The deputy mayor gives the reason directly — trams 1 and 3 could begin running towards Kadriorg from 1 October, so the aim was to explore self-driving buses where regular public transport was not operating.

Descriptive only — not page/paragraph exact
Claims linked
City of Tallinn — Self-driving bus in Kodulahe tallinn.ee · 3 linked claims

Open original source ↗

Stable source ID
src-f0beb357392a173e
Publisher
Name not classified · tallinn.ee
Type / language
web-page · language not classified
Published
2024-12-02
Updated
Not recorded
Source last checked
No source-level check date
Record last verified
2026-07-25
Dossier created
2026-08-28
Retrieved copy
No local capture recorded
Archive
No archived copy linked
Content hash
No captured content hash
Locator
Open the recorded source note

City announcement of 2 December 2024: free rides between Stroomi Beach and Paldiski maantee, Monday to Friday until 20 December, using Auve Tech's next-generation MiCa, which the company says had already operated in Japan, the United States, the Middle East, Germany and Finland and was carrying passengers in its home city for the first time. The deputy mayor frames it as a last-mile link for developments approved without stops or suitable space for city buses.

Descriptive only — not page/paragraph exact
Claims linked
TalTech Autolab — ISEAUTO v1 vehicle archive autolab.taltech.ee · 2 linked claims

Open original source ↗

Stable source ID
src-b0445780f5e86463
Publisher
Name not classified · autolab.taltech.ee
Type / language
web-page · language not classified
Published
Not recorded
Updated
Not recorded
Source last checked
No source-level check date
Record last verified
2026-07-25
Dossier created
2026-08-28
Retrieved copy
No local capture recorded
Archive
No archived copy linked
Content hash
No captured content hash
Locator
Open the recorded source note

Research group page, marked finished and described as the v1 vehicle archive: the original ISEAUTO electric shuttle built with SilberAuto AS and ABB Eesti, running ROS and Autoware.ai, with its first public autonomous driving at TalTech's 100th anniversary on 17 September 2018 and use through the 2018-2021 pilot era.

Descriptive only — not page/paragraph exact
Claims linked
Known limits of this passport
  • Publisher names and source languages have not yet been classified; domains are recorded without guessing.
  • Existing source notes are descriptive locators, not page- or paragraph-exact citations.
  • A missing archive, publication date or content hash is shown as null rather than inferred.
  • The project-level evidence grade ranks the strongest source in the entry; it is not a truth score for every claim.