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Operations research (OR) is a field of mathematics that uses analytical methods for better decision-making. Despite its long life since its birth at the Second World War, the field has advanced further on “Research” than “Operations.” https://images.squarespace-cdn.com/content/v1/59d69bcfa8b2b053c91fe23e/36d6145e-8a98-4e03-8aba-bd58d1118388/ChatGPT+Image+Apr+8%2C+2025%2C+10_00_51+PM.png About - What is Machine Learning (ML)? What is Machine Learning (ML)? Machine Learning (ML) is a branch of artificial intelligence that enables systems to learn patterns from data and improve performance without being explicitly programmed. While ML has seen rapid growth in recent years, its applications often remain limited to academic or highly specialized settings. https://images.squarespace-cdn.com/content/v1/59d69bcfa8b2b053c91fe23e/db19e3b8-a22f-400a-9014-6408d4b12d94/ChatGPT+Image+Apr+9%2C+2025%2C+04_00_57+PM.png About - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://interactive-or.net/new-cover-page daily 0.75 2017-10-06 https://interactive-or.net/research daily 0.75 2021-09-29 https://images.squarespace-cdn.com/content/v1/59d69bcfa8b2b053c91fe23e/1507317328082-GQA72JRLB88W8595K75O/Picture2.jpg Research https://images.squarespace-cdn.com/content/v1/59d69bcfa8b2b053c91fe23e/1507317511153-ON5EUYM55931F4UJEXVQ/presto.png Research https://images.squarespace-cdn.com/content/v1/59d69bcfa8b2b053c91fe23e/1507325308881-EMV86VVYNY3UMNTBLYWM/legend.png Research Lengend https://images.squarespace-cdn.com/content/v1/59d69bcfa8b2b053c91fe23e/1507412695111-1C2H3PGQN7LU5MP6V0BE/parking.jpg Research https://images.squarespace-cdn.com/content/v1/59d69bcfa8b2b053c91fe23e/1507411671458-P0974OQP6FWTTULPRRJW/Snip20171007_1.png Research The service region served by three types of vehicles. https://images.squarespace-cdn.com/content/v1/59d69bcfa8b2b053c91fe23e/1507420409111-VT9GDN4QB8C2BIAVZ3JR/NYmap2.jpg Research Half-hour travel times on a freeway network in New York City. https://images.squarespace-cdn.com/content/v1/59d69bcfa8b2b053c91fe23e/1507420765904-E5AOLJSEI0629WYXCWJU/carsharing.jpg Research https://images.squarespace-cdn.com/content/v1/59d69bcfa8b2b053c91fe23e/1507825626444-VSRAUA6LVLGR04M12IVD/v2g.jpg Research https://images.squarespace-cdn.com/content/v1/59d69bcfa8b2b053c91fe23e/1632937620426-645KSP4NE4HW4QXND1TN/im1.jpeg Research - 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Bikeshare Pro: A Tactical Planning Tool Bikeshare Pro: A Tactical Planning Tool https://images.squarespace-cdn.com/content/v1/59d69bcfa8b2b053c91fe23e/08c4e6ac-faaf-4376-9950-8b5865ad09fd/Screen+Shot+2024-05-06+at+3.03.54+PM.jpg Bikeshareplanning - Features https://images.squarespace-cdn.com/content/v1/59d69bcfa8b2b053c91fe23e/a9e6305b-d000-4d31-bca8-8d6060968a2f/Screen+Shot+2024-05-07+at+12.28.39+AM.jpg Bikeshareplanning - Case Studies https://images.squarespace-cdn.com/content/v1/59d69bcfa8b2b053c91fe23e/1715061149874-94O2KJ1K4EZBR9B50R8E/Screen+Shot+2024-05-06+at+2.15.51+PM.png Bikeshareplanning - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/59d69bcfa8b2b053c91fe23e/1715061171616-DR8JVY9OJC9XYSIMHMLR/Screen+Shot+2024-05-06+at+3.04.03+PM.png Bikeshareplanning - Make it stand out Whatever it is, the way you tell your story online can make all the difference. https://images.squarespace-cdn.com/content/v1/59d69bcfa8b2b053c91fe23e/1715061187876-YJKXYEPQT25ZFVU4ELSY/Screen+Shot+2024-05-07+at+1.51.56+AM.png Bikeshareplanning - 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Visualization https://images.squarespace-cdn.com/content/v1/59d69bcfa8b2b053c91fe23e/21cd13ef-7edf-4ecc-a082-a8feeb5a3aa2/openart-9d665c72905f4dfcbc7ad7c2e37829b5_raw.jpg Transit Electrification - Case Studies https://images.squarespace-cdn.com/content/v1/59d69bcfa8b2b053c91fe23e/093c04cc-bdcf-4276-aae4-7a4ea5399dae/Screen+Shot+2024-05-26+at+4.28.08+PM.png Transit Electrification - Manhattan Transit System https://images.squarespace-cdn.com/content/v1/59d69bcfa8b2b053c91fe23e/139a14f7-49c8-459c-8a22-57b35dcd3e95/Screen+Shot+2024-05-26+at+4.31.52+PM.png Transit Electrification - Metrolinx Bus System https://images.squarespace-cdn.com/content/v1/59d69bcfa8b2b053c91fe23e/146a9d80-91ca-4b00-81de-f0d52675ff31/Screen+Shot+2024-05-26+at+7.16.58+PM.png Transit Electrification - Coquitlam https://images.squarespace-cdn.com/content/v1/59d69bcfa8b2b053c91fe23e/097b38aa-b0c7-498a-b6b1-4891fa49abb5/openart-f7a74ffc12ef42e687d038a2d0cf41ad_raw.jpg Transit Electrification - Request a Trial https://video.squarespace-cdn.com/content/v1/59d69bcfa8b2b053c91fe23e/08a85618-e1d7-4df6-a286-f0ea61803701/playlist.m3u8 https://video.squarespace-cdn.com/content/v1/59d69bcfa8b2b053c91fe23e/08a85618-e1d7-4df6-a286-f0ea61803701/thumbnail Transit Electrification Transit Electrification https://video.squarespace-cdn.com/content/v1/59d69bcfa8b2b053c91fe23e/d44a9d4c-9065-4183-89c5-a6496ee63e36/playlist.m3u8 https://video.squarespace-cdn.com/content/v1/59d69bcfa8b2b053c91fe23e/d44a9d4c-9065-4183-89c5-a6496ee63e36/thumbnail Transit Electrification Transit Electrification https://video.squarespace-cdn.com/content/v1/59d69bcfa8b2b053c91fe23e/935a953f-7b7e-468c-bb42-f05a03c02351/playlist.m3u8 https://video.squarespace-cdn.com/content/v1/59d69bcfa8b2b053c91fe23e/935a953f-7b7e-468c-bb42-f05a03c02351/thumbnail Transit Electrification Transit Electrification https://interactive-or.net/ase daily 0.75 2025-04-09 https://images.squarespace-cdn.com/content/v1/59d69bcfa8b2b053c91fe23e/9e6a437f-cae6-4a8e-9d35-5c5bab2eec94/openart-15caa8a09d8e4b678212f32ca1700ead_raw.jpg Traffic Safety - Automated Speed Enforceement Planning Bikeshare Pro: A Tactical Planning Tool https://images.squarespace-cdn.com/content/v1/59d69bcfa8b2b053c91fe23e/d3cbbce8-6f92-4499-9bbb-c466ad035fb6/Screen+Shot+2024-06-14+at+2.44.04+PM.jpg Traffic Safety - Interactive Design and Analysis https://images.squarespace-cdn.com/content/v1/59d69bcfa8b2b053c91fe23e/dc38d04b-78e2-465a-bfcf-6a3d7c19e660/openart-66443ae67ee8498cb3e00b9526b1b755_raw.jpg Traffic Safety - Demostrations https://images.squarespace-cdn.com/content/v1/59d69bcfa8b2b053c91fe23e/c366b9be-e2c8-44c9-bcb5-da5ad8ab1f70/openart-5e423bcb5fed4071a5cb94d7dce3ea55_raw.jpg Traffic Safety - Team https://images.squarespace-cdn.com/content/v1/59d69bcfa8b2b053c91fe23e/ecbf0493-2ff3-4f7f-b7e8-932ca5edf6d8/Screen+Shot+2024-05-07+at+12.35.58+AM.jpg Traffic Safety - Contact Us https://interactive-or.net/dashbike daily 0.75 2024-06-16 https://images.squarespace-cdn.com/content/v1/59d69bcfa8b2b053c91fe23e/9e6a437f-cae6-4a8e-9d35-5c5bab2eec94/openart-15caa8a09d8e4b678212f32ca1700ead_raw.jpg DashBike - Automated Speed Enforceement Planning Bikeshare Pro: A Tactical Planning Tool https://images.squarespace-cdn.com/content/v1/59d69bcfa8b2b053c91fe23e/d3cbbce8-6f92-4499-9bbb-c466ad035fb6/Screen+Shot+2024-06-14+at+2.44.04+PM.jpg DashBike - Interactive Design and Analysis https://images.squarespace-cdn.com/content/v1/59d69bcfa8b2b053c91fe23e/dc38d04b-78e2-465a-bfcf-6a3d7c19e660/openart-66443ae67ee8498cb3e00b9526b1b755_raw.jpg DashBike - Demostrations https://images.squarespace-cdn.com/content/v1/59d69bcfa8b2b053c91fe23e/c366b9be-e2c8-44c9-bcb5-da5ad8ab1f70/openart-5e423bcb5fed4071a5cb94d7dce3ea55_raw.jpg DashBike - Team https://images.squarespace-cdn.com/content/v1/59d69bcfa8b2b053c91fe23e/ecbf0493-2ff3-4f7f-b7e8-932ca5edf6d8/Screen+Shot+2024-05-07+at+12.35.58+AM.jpg DashBike - Contact Us https://interactive-or.net/snowplowpro daily 0.75 2026-05-27 https://images.squarespace-cdn.com/content/v1/59d69bcfa8b2b053c91fe23e/92b2c0ba-3d8a-46fd-8743-223fe1ee24fd/image.jpg SnowPlow-Pro - Winter Maintenance Optimization Bikeshare Pro: A Tactical Planning Tool https://images.squarespace-cdn.com/content/v1/59d69bcfa8b2b053c91fe23e/3d8473eb-ebbe-411c-9079-6f6c0f1e2386/image+%281%29.jpg SnowPlow-Pro - Features https://images.squarespace-cdn.com/content/v1/59d69bcfa8b2b053c91fe23e/2feed181-698f-4dc7-bad5-eb8048ca1d06/image.jpg SnowPlow-Pro - Use Cases https://images.squarespace-cdn.com/content/v1/59d69bcfa8b2b053c91fe23e/0b9c1baf-aec9-4dbd-af08-a9930a94a5c1/Screenshot+2025-04-01+at+9.48.45%E2%80%AFPM.png SnowPlow-Pro - Operational Planning Develop daily or seasonal snow-clearing plans based on current contractor assignments, available vehicles, depot locations, and expected snowfall conditions. Adjust boundaries and rerun optimization as conditions change. https://images.squarespace-cdn.com/content/v1/59d69bcfa8b2b053c91fe23e/0a00f21e-1473-4e7f-885a-e615bc723268/Screenshot+2025-04-01+at+9.48.50%E2%80%AFPM.png SnowPlow-Pro - Scenario Testing Evaluate “what-if” situations to understand the impact of alternative service levels, depot placements, contractor assignments, or resource constraints. Use these insights to support budgeting, contract design, or emergency preparedness. https://images.squarespace-cdn.com/content/v1/59d69bcfa8b2b053c91fe23e/6467fbd4-c256-408f-8d8b-8d1ef45a31d2/Screenshot+2025-04-01+at+9.48.54%E2%80%AFPM.png SnowPlow-Pro - Performance Monitoring Track and evaluate how well snow-clearing operations met Level of Service (LOS) requirements. Identify any roads or zones that did not meet target clearance times, and use this information to adjust planning for future events. https://images.squarespace-cdn.com/content/v1/59d69bcfa8b2b053c91fe23e/f0f4af5d-3521-4ff5-97c5-1ef774c1d661/Screenshot+2025-04-01+at+9.48.58%E2%80%AFPM.png SnowPlow-Pro - Council and Stakeholder Reporting Generate clear, quantitative reports that communicate operational plans, costs, and performance outcomes. Export GIS files and summary reports to support council presentations or inter-departmental coordination. https://images.squarespace-cdn.com/content/v1/59d69bcfa8b2b053c91fe23e/2e7403fb-31e7-4629-978e-7fc227c23cec/Screenshot+2025-04-01+at+9.49.03%E2%80%AFPM.png SnowPlow-Pro - Post-Event Analysis After a snow event, review actual vs. planned clearance times, route performance, and LOS compliance. Use this analysis to validate contractor performance, support billing, or identify opportunities for process improvement. https://images.squarespace-cdn.com/content/v1/59d69bcfa8b2b053c91fe23e/f703fb38-a5c7-4d75-9629-095e554a54f9/image+%281%29.jpg SnowPlow-Pro - Contact Us https://video.squarespace-cdn.com/content/v1/59d69bcfa8b2b053c91fe23e/79b591e6-6851-4c5b-a517-819279ac7937/playlist.m3u8 https://video.squarespace-cdn.com/content/v1/59d69bcfa8b2b053c91fe23e/79b591e6-6851-4c5b-a517-819279ac7937/thumbnail SnowPlow-Pro SnowPlow-Pro https://video.squarespace-cdn.com/content/v1/59d69bcfa8b2b053c91fe23e/4886e32b-1bfd-4262-bac5-566f42e5ba09/playlist.m3u8 https://video.squarespace-cdn.com/content/v1/59d69bcfa8b2b053c91fe23e/4886e32b-1bfd-4262-bac5-566f42e5ba09/thumbnail SnowPlow-Pro SnowPlow-Pro https://video.squarespace-cdn.com/content/v1/59d69bcfa8b2b053c91fe23e/deed8b7b-751d-4306-9fdc-ca870babb243/playlist.m3u8 https://video.squarespace-cdn.com/content/v1/59d69bcfa8b2b053c91fe23e/deed8b7b-751d-4306-9fdc-ca870babb243/thumbnail SnowPlow-Pro SnowPlow-Pro https://video.squarespace-cdn.com/content/v1/59d69bcfa8b2b053c91fe23e/e40ddd07-e50b-4e89-beb3-6c8afafc0bda/playlist.m3u8 https://video.squarespace-cdn.com/content/v1/59d69bcfa8b2b053c91fe23e/e40ddd07-e50b-4e89-beb3-6c8afafc0bda/thumbnail SnowPlow-Pro SnowPlow-Pro https://video.squarespace-cdn.com/content/v1/59d69bcfa8b2b053c91fe23e/eae9065f-712d-400b-b6fc-5db241571303/playlist.m3u8 https://video.squarespace-cdn.com/content/v1/59d69bcfa8b2b053c91fe23e/eae9065f-712d-400b-b6fc-5db241571303/thumbnail SnowPlow-Pro SnowPlow-Pro https://video.squarespace-cdn.com/content/v1/59d69bcfa8b2b053c91fe23e/f0384423-a4be-45da-a816-95dc6ae5d9a1/playlist.m3u8 https://video.squarespace-cdn.com/content/v1/59d69bcfa8b2b053c91fe23e/f0384423-a4be-45da-a816-95dc6ae5d9a1/thumbnail SnowPlow-Pro SnowPlow-Pro https://interactive-or.net/responsepro daily 0.75 2026-05-27 https://images.squarespace-cdn.com/content/v1/59d69bcfa8b2b053c91fe23e/bbfe191c-63c3-49ea-9d84-c5cb4a9cb823/854aa7e4-461a-46fe-8b1b-8cdbc57985b4.jpeg ResponsePro - Response Pro Bikeshare Pro: A Tactical Planning Tool https://images.squarespace-cdn.com/content/v1/59d69bcfa8b2b053c91fe23e/73e3aebd-6374-4a46-8e3a-5f6a809cd6eb/p4.png ResponsePro - Features https://images.squarespace-cdn.com/content/v1/59d69bcfa8b2b053c91fe23e/77c93cc5-94ec-47f7-b40a-8c0949df63e4/pi.png ResponsePro - Use Cases https://images.squarespace-cdn.com/content/v1/59d69bcfa8b2b053c91fe23e/b0cead6c-6dd0-4ab2-b57d-75395b007865/ChatGPT+Image+Apr+10%2C+2025+at+03_18_39+PM+1.png ResponsePro - Operational Planning Develop daily or seasonal snow-clearing plans based on current contractor assignments, available vehicles, depot locations, and expected snowfall conditions. Adjust boundaries and rerun optimization as conditions change. https://images.squarespace-cdn.com/content/v1/59d69bcfa8b2b053c91fe23e/0a00f21e-1473-4e7f-885a-e615bc723268/Screenshot+2025-04-01+at+9.48.50%E2%80%AFPM.png ResponsePro - Scenario Testing Simulate “what-if” scenarios to evaluate the impact of changes in station placements, response coverage levels, staffing, or resource availability. Use these insights to support strategic planning, budget allocation, station siting decisions, and emergency preparedness initiatives. https://images.squarespace-cdn.com/content/v1/59d69bcfa8b2b053c91fe23e/37d98e83-9120-42e7-8bae-50a1a1eb9935/ChatGPT+Image+Apr+10%2C+2025+at+04_03_39+PM.png ResponsePro - Performance Monitoring Track and evaluate how well emergency response times align with established service benchmarks. Identify zones or incidents that exceeded target response times, and use this information to refine station coverage, staffing strategies, and future response planning. https://images.squarespace-cdn.com/content/v1/59d69bcfa8b2b053c91fe23e/783ccf48-0ec4-4e70-9e90-0589ff06ea88/ChatGPT+Image+Apr+10%2C+2025+at+03_18_39+PM+1.png ResponsePro - Council and Stakeholder Reporting Generate clear, quantitative reports that communicate operational plans, costs, and performance outcomes. Export GIS files and summary reports to support council presentations or inter-departmental coordination. https://images.squarespace-cdn.com/content/v1/59d69bcfa8b2b053c91fe23e/2e7403fb-31e7-4629-978e-7fc227c23cec/Screenshot+2025-04-01+at+9.49.03%E2%80%AFPM.png ResponsePro - Post-Event Analysis After an emergency event, review actual vs. target response times, station performance, and service level compliance. Use this analysis to assess operational effectiveness, support reporting or audits, and identify opportunities for improving response strategies. https://images.squarespace-cdn.com/content/v1/59d69bcfa8b2b053c91fe23e/3ada4689-d90d-42f0-b06e-9bd5b77c6ce6/p2.png ResponsePro - Contact Us https://video.squarespace-cdn.com/content/v1/59d69bcfa8b2b053c91fe23e/fbc7ba39-ba3c-453b-a743-c1acfc5ac48e/playlist.m3u8 https://video.squarespace-cdn.com/content/v1/59d69bcfa8b2b053c91fe23e/fbc7ba39-ba3c-453b-a743-c1acfc5ac48e/thumbnail ResponsePro ResponsePro https://video.squarespace-cdn.com/content/v1/59d69bcfa8b2b053c91fe23e/e1d89f51-5315-4fef-9cca-6a02d06345b5/playlist.m3u8 https://video.squarespace-cdn.com/content/v1/59d69bcfa8b2b053c91fe23e/e1d89f51-5315-4fef-9cca-6a02d06345b5/thumbnail ResponsePro ResponsePro https://video.squarespace-cdn.com/content/v1/59d69bcfa8b2b053c91fe23e/9943a8e8-faa8-465c-8a5a-dad9287daf15/playlist.m3u8 https://video.squarespace-cdn.com/content/v1/59d69bcfa8b2b053c91fe23e/9943a8e8-faa8-465c-8a5a-dad9287daf15/thumbnail ResponsePro ResponsePro https://video.squarespace-cdn.com/content/v1/59d69bcfa8b2b053c91fe23e/6a9500ec-17b0-4840-ae15-d310cc71ce26/playlist.m3u8 https://video.squarespace-cdn.com/content/v1/59d69bcfa8b2b053c91fe23e/6a9500ec-17b0-4840-ae15-d310cc71ce26/thumbnail ResponsePro ResponsePro https://video.squarespace-cdn.com/content/v1/59d69bcfa8b2b053c91fe23e/14f09b81-ef63-4cf3-82a6-682c4b5a1e48/playlist.m3u8 https://video.squarespace-cdn.com/content/v1/59d69bcfa8b2b053c91fe23e/14f09b81-ef63-4cf3-82a6-682c4b5a1e48/thumbnail ResponsePro ResponsePro https://interactive-or.net/transit daily 0.75 2025-04-09 https://interactive-or.net/company-hayden daily 0.75 2025-05-09 https://images.squarespace-cdn.com/content/v1/5310cef7e4b08602cbfa36bf/1410210555855-N29TNUAMCINE2SQE73XN/Spaces05.jpg Company https://interactive-or.net/read-me daily 0.75 2025-05-09 https://images.squarespace-cdn.com/content/v1/5310cef7e4b08602cbfa36bf/1412689652885-P9TPK298WCTZU748L0SG/Lifestyle03.jpg Read Me https://interactive-or.net/team-hayden daily 0.75 2025-05-09 https://images.squarespace-cdn.com/content/v1/5310cef7e4b08602cbfa36bf/1396022200094-BHNZLTY2F80I074Y1FM6/image-asset.jpeg Team - Transient https://images.squarespace-cdn.com/content/v1/5310cef7e4b08602cbfa36bf/1412382359097-ID3SFF3357NY8R4RGDWU/image-asset.jpeg Team - Jared Gordon Partner, Architecture https://images.squarespace-cdn.com/content/v1/5310cef7e4b08602cbfa36bf/1412382331082-G9LIX1YE7FC69CB42GPM/image-asset.jpeg Team - Tessa Cortes Partner, Operations https://images.squarespace-cdn.com/content/v1/5310cef7e4b08602cbfa36bf/1412382348403-WFE6SPPELX52N93S8VBS/image-asset.jpeg Team - Mikael Lindberg Partner, Design https://interactive-or.net/careers-hayden daily 0.75 2025-05-09 https://images.squarespace-cdn.com/content/v1/5310cef7e4b08602cbfa36bf/1410211320490-406ZQFQSXK2C1HEM4F70/Wythe01.jpg Careers https://interactive-or.net/phd daily 0.75 2025-11-24 https://interactive-or.net/interactivesupplychains daily 0.75 2026-01-08