Region 10 intelligence

See where the regional economy is moving.

Skills, companies, public tenders and research activity — connected in one auditable view for Ingolstadt and Region 10.

Pipeline run 573c1bb1f157 Generated 2026-09-09 Source coverage 2022-06-30 to 2026-07-28
31
01
Job postings
10
02
Canonical companies
6
03
Research projects
3
04
Public tenders
35 / PASS
05
Quality rules / gate
1
06
Open entity reviews

Skills intelligence

Demand signals from labelled postings, with transparent extraction methods.

02 / 06
Top skills by posting mentions
Top 10
PythonPython: 1010SQLSQL: 99Power BIPower BI: 55BatteriesystemeBatteriesysteme: 44Microsoft ExcelMicrosoft Excel: 44DockerDocker: 33KubernetesKubernetes: 33Machine LearningMachine Learning: 33Microsoft AzureMicrosoft Azure: 22BatteriemanagementsystemBatteriemanagementsystem: 22
Monthly momentum
Leading skill

Mentions by publication month

2026-04: 22026-0422026-05: 22026-0522026-06: 22026-0622026-07: 42026-074
Open skill details
Skill Category Postings Data class
PythonSoftware10synthetic
SQLData9synthetic
Power BIData5synthetic
BatteriesystemeBatteries4synthetic
Microsoft ExcelBusiness4synthetic
DockerCloud3synthetic
KubernetesCloud3synthetic
Machine LearningArtificial intelligence3synthetic
Microsoft AzureCloud2synthetic
BatteriemanagementsystemBatteries2synthetic

Company transformation

Inspectable component indicators and company-level evidence — no black-box score.

03 / 06
Transformation themes
Components only
Theme Companies Currently observed Linked postings Data class
Data & AI2211synthetic
Battery systems225synthetic
Renewable energy221synthetic
Cloud & connected vehicle1110synthetic
Automotive cybersecurity117synthetic
Autonomous driving117synthetic
Embedded systems & ECUs117synthetic
Software-defined vehicle117synthetic
Manufacturing automation112synthetic
Charging infrastructure111synthetic
Combustion & conventional powertrain100synthetic
Company profiles
Open for evidence
Altkolben Antriebstechnik GmbH (SYNTHETIC)Ingolstadt · synthetic
+
IndustryPowertrain components
Size250-999
Observed2026-06-15 to 2026-06-15
Linked postings0
ThemesCombustion & conventional powertrain
Beispiel Automotiv Software (SYNTHETIC)Ingolstadt · synthetic
+
IndustryAutomotive software
Sizeunknown
Observed2026-07-20 to 2026-07-20
Linked postings0
Themes
Beispiel Automotive Software GmbH (SYNTHETIC)Ingolstadt · synthetic
+
IndustryAutomotive software
Size250-999
Observed2026-06-15 to 2026-07-20
Linked postings7
ThemesAutomotive cybersecurity, Autonomous driving, Embedded systems & ECUs, Software-defined vehicle
Beispiel Institut für Angewandte Forschung (SYNTHETIC)Ingolstadt · synthetic
+
IndustryResearch
Size50-249
Observed2026-06-15 to 2026-07-20
Linked postings1
ThemesBattery systems, Data & AI
Demo IT Consulting GmbH (SYNTHETIC)Ingolstadt · synthetic
+
IndustryIT services
Size50-249
Observed2026-06-15 to 2026-07-20
Linked postings10
ThemesCloud & connected vehicle, Data & AI
Fiktive Energie Projekte GmbH (SYNTHETIC)Pfaffenhofen an der Ilm · synthetic
+
IndustryEnergy
Size10-49
Observed2026-07-20 to 2026-07-20
Linked postings1
ThemesCharging infrastructure, Renewable energy
Fiktive Maschinenbau KG (SYNTHETIC)Neuburg an der Donau · synthetic
+
IndustryMachinery
Size50-249
Observed2026-06-15 to 2026-07-20
Linked postings2
ThemesManufacturing automation
Muster Batterietechnik AG (SYNTHETIC)Schrobenhausen · synthetic
+
IndustryBattery technology
Size250-999
Observed2026-06-15 to 2026-07-20
Linked postings4
ThemesBattery systems
Muster Business Solutions AG (SYNTHETIC)Eichstätt · synthetic
+
IndustryConsulting
Size50-249
Observed2026-06-15 to 2026-07-20
Linked postings6
Themes
Sonnenfeld Energie GmbH (SYNTHETIC)Pfaffenhofen an der Ilm · synthetic
+
IndustryEnergy
Size10-49
Observed2026-06-15 to 2026-07-20
Linked postings0
ThemesRenewable energy
Recent change events
Source-level
Event Company Period Detail
Description changedBeispiel Automotive Software GmbH (SYNTHETIC)2026-06-15 to 2026-07-20content hash c2da35f813ab -> a03ff9a82989
New companyBeispiel Automotiv Software (SYNTHETIC)2026-06-15 to 2026-07-20first observed in snapshot 2026-07-20
New companyFiktive Energie Projekte GmbH (SYNTHETIC)2026-06-15 to 2026-07-20first observed in snapshot 2026-07-20
New themeBeispiel Automotive Software GmbH (SYNTHETIC)2026-06-15 to 2026-07-20theme 'automotive_cybersecurity' newly matched in 2026-07-20
Removed from sourceAltkolben Antriebstechnik GmbH (SYNTHETIC)2026-06-15 to 2026-07-20present 2026-06-15, absent 2026-07-20; source-level disappearance only - no real-world claim

Public tender radar

Regional opportunities with direct notice links and record-level lineage.

04 / 06
DeadlineNUTS Notice Buyer Themes
2026-07-10DE21ILieferung Batteriespeichersystem Schulzentrum (FIXTURE)
Source & lineage
Notice 00101002-2026
Published 2026-05-30
Buyer: Landkreis Neuburg-Schrobenhausen (FIXTURE)
CPV: 31434000
Source: ted · fixture
Raw SHA-256: 1ee07eb17aa5625c75c5a3c2802743085b6950016f6554b753e7cb7a9133c4ef
Landkreis Neuburg-Schrobenhausen (FIXTURE)
2026-08-21DE211Rahmenvertrag IT-Dienstleistungen Verkehrsrechner (FIXTURE)
Source & lineage
Notice 00101001-2026
Published 2026-06-12
Buyer: Stadt Ingolstadt (FIXTURE)
CPV: 72000000
Source: ted · fixture
Raw SHA-256: 1ee07eb17aa5625c75c5a3c2802743085b6950016f6554b753e7cb7a9133c4ef
Stadt Ingolstadt (FIXTURE)
DE211Wartung Ladeinfrastruktur Betriebshof (FIXTURE)
Source & lineage
Notice 00101004-2026
Published 2026-06-20
Buyer: Stadtwerke Ingolstadt (FIXTURE)
CPV: 50532000
Source: ted · fixture
Raw SHA-256: 1ee07eb17aa5625c75c5a3c2802743085b6950016f6554b753e7cb7a9133c4ef
Stadtwerke Ingolstadt (FIXTURE)Charging infrastructure

Research network

Regionally linked projects and technology themes from the research module.

05 / 06
Acronym Title Regional / total partners Themes Data class
BATT2GRIDBatteriespeicher für Netzdienlichkeit (FIXTURE)2/3Battery systems, Renewable energyfixture
CLOUDFLEETVernetzte Flottendaten in der Cloud (FIXTURE)2/2Cloud & connected vehicle, Data & AIfixture
KIQUALKI-gestützte Qualitätsprüfung (FIXTURE)2/2Data & AI, Manufacturing automationfixture
ROBOFLEXFlexible Robotik für die Kleinserienfertigung (FIXTURE)1/2Manufacturing automationfixture
SDVSECAbsicherung softwaredefinierter Fahrzeuge (FIXTURE)2/3Automotive cybersecurity, Embedded systems & ECUs, Software-defined vehiclefixture
SUNSTOREPhotovoltaik und Speicher im Gewerbe (FIXTURE)2/2Charging infrastructure, Renewable energyfixture

Quality & source status

What was retrieved, how it was processed, and whether publication was allowed.

06 / 06
Source ModeStatus Published records Retrieved Reuse note
CORDIS bulk datasets (EU research projects)
European Commission
fixtureOK262026-09-09T13:36:41+00:00EC reuse notice (attribution) - verified in catalogue S-06
GENESIS-Online Bayern (employment by Kreis)
Bayerisches Landesamt für Statistik
fixtureOK122026-09-09T13:36:41+00:00expected DL-DE BY 2.0 - confirm at integration (see S-01)
Synthetic company snapshots (historized model demonstration)
IngoShift project (invented data, ADR-009/ADR-010)
fixtureOK182026-09-09T13:36:41+00:00internal synthetic demo data - no external source, no license constraints
Synthetic job postings (pipeline demonstration)
IngoShift project (invented data, ADR-008)
fixtureOK312026-09-09T13:36:41+00:00internal synthetic demo data - no external source, no license constraints
TED Search API (procurement notices)
EU Publications Office
fixtureOK32026-09-09T13:36:41+00:00Procurement notices freely reusable under EC Decision 2011/833/EU; TED metadata CC0 1.0; attribute source and indicate changes
Data & methodology details

Pipeline generated: 2026-09-09 · Source-record coverage: 2022-06-30 to 2026-07-28.

Counts describe source coverage, not the complete regional economy. Co-movement is not causality. Fixture and synthetic rows prove the workflow; rows marked real are observations from a verified live source.

Backend: sqlite (portable fallback - ADR-001 amendment 2026-07-28) · Run: 573c1bb1f157 · Generated by ingoshift dashboard.