{"resourceId":"fulton-county-ga-rfp-ai-digital-water-operations-platform-2026","versions":[{"version":"external-b1bd33cb7bdc3c7125d43774baad438476eb6d22962b115932cc527e8c9f346a","resource":{"id":"fulton-county-ga-rfp-ai-digital-water-operations-platform-2026","title":"Fulton County, Georgia RFP 26RFP1645291A-ST seeks an AI-powered digital water operations platform (proposals due 13 Nov 2026)","organization":"Fulton County Government, Department of Public Works (Georgia)","sector":"County water utility operations","geography":"Fulton County, Georgia (US)","publishedAt":"2026-10-09","publicationDate":"2026-10-09","eventDate":"2026-11-13","sourceName":"Fulton County Purchasing (RFP document via public bid mirror)","sourceLabel":"County request for proposals 26RFP1645291A-ST","sourceUrl":"https://govroute.co/ga/bids/PE-66096-NONST-2026-000000217/documents/c7d721866c67__26RFP1645291A_ST.pdf","evidenceClass":"government-evaluation","outcomeClass":"emerging","topics":["governance-procurement","infrastructure","operating-model","accessibility-workforce"],"finding":"Fulton County Public Works issued RFP 26RFP1645291A-ST on 9 Oct 2026 for an AI-powered digital water operations platform, with proposals due 13 Nov 2026 at 11:00 a.m. Required capabilities include integrating GIS, SCADA, iHydrant, KETOS and hydraulic modelling into one real-time platform; AI-driven decision support to evaluate operational decisions and predict system behaviour; scenario modelling for valve operations and shutdowns; automated valve identification for pipe isolation with service-impact visualisation; real-time SCADA visualisation; capacity planning; and onboarding support for new staff. Implementation must cover data ingestion, model calibration, workflow configuration, training and SOPs; support terms require cybersecurity compliance with County IT standards and SLAs. Cost carries 10 evaluation points; the initial term ends 31 Dec 2027.","sledRelevance":"A concrete U.S. county water procurement that frames AI as decision support layered on existing GIS, SCADA, hydrant and water-quality sensor data. It shows how SLED buyers are writing requirements (integration, calibration, training, SLAs, County cybersecurity standards) and is current because proposals are due next week.","evidence":"RFP PDF (issued 9 Oct 2026) retrieved from a public bid-document mirror; County Objectives, Scope of Work and evaluation sections inspected. This is a solicitation stating intended requirements, not an evaluation of outcomes; no award, vendor or budget figure is stated in the inspected text. Evidence class chosen as closest government primary-document category.","architectureImplications":"Requires a unified operational layer federating GIS, SCADA, iHydrant (hydrant pressure monitoring), KETOS (water-quality sensing) and hydraulic models; AI and scenario tools sit above live SCADA data, implying OT-to-platform data flows.","governanceImplications":"AI is framed as decision support with scenario evaluation before field action; County will need policies for who acts on AI recommendations and how model calibration is validated.","securityPrivacyImplications":"Only general 'cybersecurity compliance aligned with County IT standards' and data security measures are requested; no explicit OT segmentation, read-only SCADA integration or AI model governance requirements appear in the inspected scope.","caveats":"Solicitation only; outcome unknown and requirements may change by addendum. Retrieved from a third-party mirror rather than BidNet Direct (registration required). No budget stated in inspected text.","streamIds":["utility-management"],"roles":{"sales":"Sales framing: Fulton County is buying AI as decision support on top of systems it already runs (GIS, SCADA, iHydrant, KETOS, hydraulic models), not a standalone AI tool. That's a template for other county water utilities. Value lies in integration, calibration and training. A bounded engagement could be requirements and evaluation support for similar procurements, or post-award integration assurance. Don't promise operational outcomes; the RFP states objectives, not results.","engineering":"Engineering framing: the hard parts are integration and calibration. SCADA, hydrant pressure, water-quality sensors and the hydraulic model must agree before AI recommendations or shutdown plans are trustworthy. Insist on read-only SCADA data paths into the platform, documented model calibration against field data, and testing of valve-isolation results against GIS accuracy. Note the scope's cybersecurity language is general; add OT segmentation and logging requirements explicitly.","delivery":"Delivery framing: a realistic plan phases data ingestion and model calibration before AI decision support goes live, with SOPs defining when operators may act on platform scenarios. Public Works operations should own the platform; County IT owns security compliance. Proposed acceptance criteria include calibrated model error thresholds and validated isolation plans on sample mains. Risks include poor GIS valve data, scope creep and vendor lock-in over multi-year renewals."},"roleDetails":{"sales":{"customerProblem":"Fragmented water operations data makes shutdown planning, situational awareness and onboarding slow.","stakeholders":["Public Works director","Water operations manager","Engineering/planning","County IT security","Purchasing"],"discoveryQuestions":["How accurate is GIS valve data today?","Which SCADA tags and sensors would feed the platform?","Who approves acting on AI scenario outputs?"],"valueHypothesis":"Federating existing data with calibrated models can speed shutdown planning and onboarding; magnitude is unproven.","potentialEngagement":"Requirements/evaluation support or post-award integration and calibration assurance.","unsupportedClaims":["Any measured efficiency gain","Award outcome or vendor","Budget size"]},"engineering":{"fit":"Mid-to-large municipal water utilities with SCADA, GIS and hydraulic models already in place.","architectureIntegration":"Platform ingests GIS, SCADA, iHydrant and KETOS feeds plus hydraulic model; AI/scenario layer advises operators.","prerequisites":["Clean GIS valve/main data","Calibrated hydraulic model","SCADA data export path"],"constraints":["Solicitation-stage evidence","General cybersecurity language only","Proposals due 13 Nov 2026"],"security":"Specify read-only SCADA integration, segmentation, logging and County IT standard alignment.","proofOfValue":["Model calibration vs field pressure data","Isolation plan validation on sample mains","Operator usability test with new staff"]},"delivery":{"work":"Integrate data sources, calibrate models, configure workflows, train staff, write SOPs.","dependencies":["Vendor selection","GIS data quality","SCADA access approvals"],"ownership":"Fulton County Public Works operations with County IT.","skillsAdoption":"Role-based training for operations, engineering and field personnel.","governanceCheckpoints":["Data-integration security review","Calibration acceptance","Go-live approval for AI decision support"],"acceptanceCriteria":["Proposed: model calibration within agreed error bands","Proposed: isolation plans validated on sample mains","Proposed: SOP defines human approval for field actions"],"risks":["Poor valve data","Vendor lock-in","Overreliance on uncalibrated predictions"]}},"retrievedAt":"2026-11-07T22:09:41.215236-06:00","enrichedAt":"2026-11-07T22:15:05.863865-06:00","enrichmentBasis":"retrieved source","accessibilityWorkforceImplications":"Explicitly seeks interfaces that reduce onboarding time and help new personnel understand network behaviour, plus training for operations, engineering and field staff.","procurementImplications":"Competitive professional-services selection with cost at 10 points, local and SDVBE preferences, multi-year renewals; vendors must show municipal water references and integration methodology.","operatingModelImplications":"Moves shutdown planning, valve isolation and scenario analysis into a shared platform used across operations, engineering, planning and utility locators.","peerReview":"unknown","sourceVerification":{"openedUrl":"https://govroute.co/ga/bids/PE-66096-NONST-2026-000000217/documents/c7d721866c67__26RFP1645291A_ST.pdf","referenceExcerpt":"Integration of GIS, SCADA, iHydrant, KETOS, and hydraulic modeling into a single, real‑time operational platform.","promptVersion":"sled-research-v4.0","model":null,"basis":"agent-reported inspection"}}}]}