Baseline
Measure current volume, time, cost, failure, service, risk and revenue at the workflow level.
E12 · Implementation blueprint · Mappls Battery Swap Planner
Battery-Swap Network Intelligence
Variable station demand, battery state and vehicle movement create queues, low utilization, poor battery turn ratios and inefficient redistribution routes.
01 · Target operating outcome
Define the change before choosing the technology
How many charged packs should each station receive, when should they move and which route will prevent the next queue at lowest operating cost?
Reduce customer wait, improve battery utilization and turn ratio, rebalance supply proactively and lower redistribution effort.
Target
Useful wait-time accuracy, improved simulated service level and battery turns, feasible allocation plans and accepted operational route sequences.
02 · Solution architecture
One connected flow from source data to operational action
Waiting-time prediction using swaps, vehicle GPS and battery IoT; cluster-level battery allocation plans; faulty-pack pickup and charged-pack delivery quantities; and optimized redistribution routes and sequences for service vehicles. Waiting-time prediction using swaps, vehicle GPS and battery IoT; cluster-level battery allocation plans; faulty-pack pickup and charged-pack delivery quantities; and optimized redistribution routes and sequences for service vehicles. Start with the proposed proof of value, establish an agreed baseline and success measures, then scale through governed APIs, applications, mobile workflows and operating dashboards.
Data foundation
Map, customer, asset, sensor and enterprise data
Intelligence services
Search, routing, GeoAI, rules and spatial models
Role workflows
Demand board · Wait model · Pack allocation · Redistribution routes · Network KPIs
Decision and outcome
Reduce customer wait, improve battery utilization and turn ratio, rebalance supply proactively and lower redistribution effort.
03 · Users and RBAC
Give every stakeholder the view and actions they actually need
Sponsor / owner
Swap-network operations
Sponsor / owner
battery planning and fleet logistics
Manager / analyst
COO / Chief Network Officer / Head of Energy Operations
Manager / analyst
IoT
Manager / analyst
data science
Operator / specialist
GPS
Operator / specialist
swap transaction and platform teams
Operator / specialist
Network operations head
Operator / specialist
Battery planner
Operator / specialist
Fleet dispatcher
The shared Mappls identity is separated from application membership. A user can be an administrator in one app, an analyst in another and a viewer elsewhere.
04 · Data and integration
Connect the minimum information needed to make the workflow real
Location foundation
Map, road, address, place, imagery, boundary and terrain layers appropriate to the decision.
Enterprise context
Customer, order, asset, vehicle, incident, task, sensor or transaction records from systems of record.
Integration pattern
APIs, SDKs, secure batch, streaming events, webhooks, files or on-premise integration depending on architecture.
Security and control
Least-privilege RBAC, audit events, encrypted transport, tenant separation and cloud, private or offline deployment.
Recommended Mappls building blocks
POI, Address & Building Data
Places, building-level addresses and location identity
Product detailsConnected Vehicle & Companion App
Vehicle, mobile and cloud location/telematics journeys
Product detailsGeo-demographics & Custom Data
Population, market, administrative and customer-enriched location layers
Product detailsMappls Pin / Digital Address
Compact digital location identity and address workflows
Product details05 · Proof of value
Use a bounded implementation to answer the scale decision
Integrate sample swap, GPS and battery-state data for a city cluster, predict waiting time, generate allocation quantities and publish an optimized redistribution route plan.
- Confirm data, geography, users and workflow: Which decisions, teams and systems participate in the current process?;Where do location uncertainty, manual hand-offs, exceptions or delays enter the journey?;What data, security, deployment and integration constraints must the operating model respect?;Which baseline measures would establish customer, operational and financial impact?
- Configure Mappls Battery Swap Planner for the selected role set
- Run baseline and intervention scenarios with real stakeholder reviews
- Evaluate agreed criteria: Useful wait-time accuracy, improved simulated service level and battery turns, feasible allocation plans and accepted operational route sequences.
- Package production scope and commercial model: Analytics and optimization subscription by station, vehicle and battery volume plus data integration and model operations.
06 · Rollout and operating model
Move from proof to governed adoption
Week 0–2
Discover
Baseline, data, stakeholders, security and architecture
Week 3–6
Configure
Data connection, role workflows, rules and dashboards
Week 7–10
Prove
Live users, measurement, change support and decision review
Production
Scale
Phased geographies, integrations, service model and continuous improvement