Route Optimisation

GPU-accelerated optimisation solver (NVIDIA cuOpt 26.10, Apache-2.0), not a neural model.

1in Indonesia

Named Models

RouteE-Powertrain model librarynot in the notesReleasedJul 2026Runs onnot in the notesClasstabularLibrary of pre-trained vehicle energy models that predict how much energy a given vehicle uses on a road link from speed, grade and turn angle; used by routing engines to compute energy-aware routes.Commercial use: allowed; Jakarta hosting: unknown; Indonesian support: not stated

Where this comes from

Models the research names for this use case. Research, with sources on each model record.

Who Runs It

production, 1

J&T Express IndonesiaCountry: IndonesiaAI and data analytics for route optimisation and real-time operations monitoring (not named)Vendor: not statedproductionDate26 Aug 2026Automatic sorting in 19 sorting centres is also described, but AI is not stated for sortingEvidence: company statementConfidence: lowSource: selular.id

Where this comes from

Documented uses by named organisations. The evidence column says who made the claim.

Candidate Models

No candidate: no model class is recorded for this use case.

Where this comes from

Derived, not researched: models in the directory whose class matches a class this use case uses, excluding family records and models shut down or deprecated. Ranked by how many fit facts they meet, then by release date. Each fit fact is read from the model record.

Use Case

Industry: retail and logistics
Model classes: not in the notes
Benchmarks or datasets: not in the notes
Regulatory notes: Surat Edaran Menkominfo 9/2023 Etika Kecerdasan Artifisial, Kementerian Komunikasi dan Informatika (now Kementerian Komunikasi dan Digital)Route optimisation is an AI-based service run by an electronic system operator, and the circular asks such operators to build and use AI on the values of inclusivity, transparency, humanity and security.
UU 27/2022 Pelindungan Data Pribadi, DPR and President of the Republic of Indonesia (administered by Kementerian Komunikasi dan Digital)Route optimisation processes personal data of shoppers, sellers, drivers or customers, so the controller needs a lawful basis, must protect the data and must honour data subject rights.
UU 22/2009 Lalu Lintas dan Angkutan Jalan, DPR and President of the Republic of Indonesia (administered by Kementerian Perhubungan and Polri)Route optimisation manages drivers and vehicles on public roads, which this law governs through rules on driver competence, working hours and road safety.

Where this comes from

From the industry tracks T08 to T10 of the research notes.

R&D Topics

Links to R&D topics are awaiting review.

Where this comes from

Which R&D topics would most change this use case. Drafted by Claude from the topic definitions and the use case; proposed until approved.

Incidents

Grab Tweaked Matchmaking Algorithm, Providing Preferential Treatment to Drivers Registered with Affiliated Car Rental ServiceIndonesia, 2019-10-08, financialGrab Indonesia was fined by the Indonesian Competition Commission (KPPU) for unfairly favoring drivers who rented cars via the Grab-affiliated company Teknologi Pengangkutan Indonesia (TPI), including offering more rides via their matchmaking algorithm.
Navigation App Allegedly Directs Car Over Damaged Bridge in Uttar Pradesh, Resulting in Three DeathsIndia, 2024-11-25, safetyA car reportedly using Google Maps for navigation was misled onto a collapsed bridge in Uttar Pradesh, India, due to outdated GPS data.
Amazon Delivery Van Reportedly Became Stranded on Essex Mudflats After GPS Routed It Onto the BroomwayUnited Kingdom, 2026-02-15, otherAn Amazon delivery van reportedly became stranded on the Broomway, a hazardous tidal track in Essex in England, after the driver allegedly followed GPS/satnav directions toward Foulness Island.

Where this comes from

Documented failures, harms or misuse in this kind of use, Indonesia first, then the region, then well-known cases elsewhere (AI Incident Database, OECD AI incidents monitor, reputable news). Not a claim about any deployment listed here.

In Neighbouring Countries

Grabproduction, 2026-08-04AI embedded across delivery operations; company says AI helps it move items 30 percent faster

Where this comes from

Documented deployments of this use case in Malaysia, Singapore, Thailand, Vietnam and the Philippines, each with its source.

Opportunities

Opportunities are awaiting review.

Where this comes from

Gaps found by rule in what the directory holds for this use case. Each is a proposal for review.

Sources

GitHub - NVIDIA/cuopt: GPU accelerated decision optimization github.com https://github.com/NVIDIA/cuopt

To cite this page: Project AURION, AI Use-Cases Research & Innovation, "Route Optimisation", https://aurion.semai.id/usecases/ret-route-optimisation/, records of October 2026.

Route Optimisation

Named Models

Who Runs It

Candidate Models

Links

Models 1

Deployments 1

Sources