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This Solicitation opportunity from California was posted on March 3, 2026. The submission period has ended. Browse the details below for market research, or find similar active opportunities.

AI Bike Mapping & Wayfinding Project

Closed
2026-RFP-030State & Local

Contract Overview

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The contract involves a consultant working with GIS data exported from UC Santa Barbara to create detailed cartographic outputs as outlined in the Scope of Work. The goal is to collaborate with the Santa Barbara County Association of Governments (SBCAG) to develop a universal, adaptable regional wayfinding plan that will evolve alongside the regional bike network and incorporate AI-generated insights. This approach aims to be scalable and replicable for other California communities, facilitating the timely and consistent production of GIS data focused on bicycle infrastructure. The project is expected to be completed within approximately twelve months, with a firm deadline of March 31, 2027. Supporting materials for the project include background information such as the current regional bike map, technical advisory committee input, and transportation-related AI innovations. The consultant will draw on various resources to inform the mapping and wayfinding plan, including peer-reviewed research on bicycle infrastructure mapping and crowdsourced cycling safety tools. The solicitation for this work was posted in early March 2026, with proposals due by April 4, 2026, and is managed by the Multimodal Programs office in California. Key contacts for the contract are planners and procurement coordinators located in Santa Barbara.

General Info

Consultant to develop scalable regional bike wayfinding plan using GIS and AI by March 2027.

Documents

10

2026 RFP030 AI Bike Mapping & Wayfinding Project

PDF, High priority: read this first26 pages · rfp
High

Agreement for Services of Independent Contractor - SBCAG

DOCX, High priority: read this first27 pages · contract-document
High

2013 North Santa Barbara County Bike Route Maps

PDF, Low priority10 pages · other
Low

AI Bike Map Project Gantt Chart Timeline

XLSX, Low priority2 pages · project-schedule
Low

Background Canadian CANBICS Project Kick Off Presentation

PDF, Low priority18 pages · presentation
Low

Background South SB County Maps

PDF, Low priority7 pages · other
Low

Project Meeting Minutes with Comfort Levels - Nov 24, 2025

PDF, Low priority2 pages · meeting-minutes
Low

Project Press Release - AI Bike Map Project Funded - 072924

PDF, Low priority3 pages · press-release
Low

UC Santa Barbara Bicycle Comfort Map Project Presentation 9-10-2025

PDF, Low priority26 pages · other
Low

Background:_SBCAG_Ai_Bike_Map_TTAC_Update.pdf

PDF13 pages

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Timeline

PhaseClosed
Posted

Solicitation

Response Deadline

Deadline has passed

Submission Closed

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Organization & Contact Information

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AgencyCalifornia → Multimodal Programs
Contacts2 people available
OfficeSanta Barbara, CA, 93110, USA
Office AddressSanta Barbara, CA, 93110, USA
Contacts
Haley DePassFinancial & Procurement Coordinator

Interested Companies (2)

Kimley-HornOrange, CA
DKS AssociatesPortland, OR

Full Description

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The Consultant will work with exported GIS data from UC Santa Barbara to produce cartographic outputs, further described in the Scope of Work. SBCAG will collaborate with the Consultant to adopt a universal, future-proof regional wayfinding plan that evolves alongside the bike network and AI generated insights. The project's methods will be scalable for other California communities, creating a replicable approach for timely, consistent GIS data on bicycle infrastructure. The anticipated timeframe for project delivery is approximately twelve months, with the approved final completed no later than March 31, 2027. In addition to attached Background files, the following resources are provided to interested consultants for project background: Project Description and Related Information at SBCAG.org/AIBikeMap SBCAG Technical Transportation Advisory Committee Helps Define Comfort Classification (Nov. 6, Item 5B) Current Regional Bike Map at SBCAG.org/bike Santa Barbara Active Transportation Dashboard California Association of Councils of Governments (CALCOG) Summer School: Innovating with AI in Transportation: Session 2 – How Regional Governments Are Leveraging AI Tools to Improve Efficiency Using AI to map bikeways in Santa Barbara, California Peer-reviewed publication by Ferster, C., Nelson, T., Manaugh, K., Beairsto, J., Laberee, K., & Winters, M. (2023). Developing a national dataset of bicycle infrastructure for Canada using open data sources. Environment and Planning B: Urban Analytics and City Science , 50 (9), 2543-2559. (Original work published 2023) Map of Canada's Bicycle Infrastructure Comfort System Bikemaps.org Website - A crowdsourced tool for global mapping of cycling safety

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