QPo Project Intelligence for Transport Planning

The project context, carried between every specialist.

QPo connects data, GIS, modelling and scenario work — then tells each team what everyone else's work means for theirs.

Each specialist keeps their own tools — QGIS, VISUM, VISSIM, Excel.
Every value carries provenance, so nothing assumed looks like a fact.
Project rules from the ToR are checked as the work happens.
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Project Intelligence
for Transport Planning
Admin
PG
Priya NairGIS Planner
QPo is working 0.0s
Connected work.
Better transport decisions.
Good morning,

Priya Nair

GIS Planner  |  Guntur CMP 2026
Your current work

Prepare GIS Baseline G2

In Progress
Update TAZ, road and PT layers using the latest approved data.
Inputs available
Survey Package D2
New
Existing GIS G1
Current
Population / Employment
Current
PT Network
Current
Next steps
1
Run GIS checks (topology, connectivity)
2
Validate new data and resolve issues
3
Prepare updated GIS package G2
4
Review downstream impact

Key Resources

View all
Project ToRScope, deliverables and requirements
GIS StandardsData and modelling standards
Approved Data SourcesSurveys, census, land use, PT

Your Team

View all
AR
Arjun RaoData / Survey Planner
● Online
SK
Sneha KrishnanTransport Modeller
● Online
AP
Arjun PatelScenario Planner
● Away
DV
Divya SProject Manager
● Online
Same data. A more connected project.

QPo helps every specialist understand how their work fits into the bigger picture.

Project Overview
Guntur CMP 2026
Guntur, Andhra Pradesh
Jan 2026 – Dec 2026
Project Updates View all
2 2 new items may affect your work
New Survey Package D2 availableFrom Data Team · 2 hours ago
PT stops require reviewIdentified in latest PT data · 5 hours ago
ToR updateRevised land use assumptions · 1 day ago
Need Help?
Ask QPo or browse guides.

Data Planner Workspace

Prepare validated traffic-count and survey data for the planning team.

1. Upload Data

View data template
Add the latest survey and secondary data for this project.
Traffic CountsCSV / Excel
1 file · 12,436 rec
OD SurveyCSV / Excel
1 file · 8,124 rec
HIS DataCSV / Excel
1 file · 2,840 rec
Population / EmpCSV / Excel
1 file · zonal
PT DataGTFS / Excel
18 features · no routes

2. Data Readiness (QPo Data Agent)

QPo standardises, cleans and prepares the data for project use.
Last run: Today, 10:24 AM
Traffic Counts
OD Survey
HIS
Population / Employment
PT Data

3. Check Against Project

Match with latest GIS layers and understand downstream usage.
Using GIS package GIS G1 · updated 2 days ago
Project Context
Guntur CMP 2026Jan 2026 – Dec 2026
Available from Project
GIS Package G1
Current
Population / Employment
Current
PT Network
Current
Spatial Matching Results View on map
189 count locations matched
Auto
2 count locations need confirmation
Review
4 locations could not be matched
Manual
Project Impact View details
Count C142
→ Mahatma Gandhi Inner Ring Road
→ Used in current calibration S07
Count C118
→ No road matched within tolerance
→ Cannot enter the model until placed

GIS Planner Workspace

Update TAZ, road and PT layers using the latest approved data.

Available from Data Team

Survey Package D2New195 count locations · 189 placed
Population / EmpCurrentCensus 2011 · 28 wards
PT Data D1Gaps18 features · no routes
Other LayersCurrentLand use, boundaries
Current GIS Package
GIS G1
v1.0
Last updated: 10 Jan 2026

GIS Update & Preview

Integrate latest data, review changes and prepare the updated GIS package.
Map View
TAZ (111)
Count Locations
PT Network
Next Step
Review the identified issues, make necessary edits and prepare the updated GIS package.
Project Context
Guntur CMP 2026Jan 2026 – Dec 2026
Key Layers
TAZ (111 zones)generated — ward boundaries not published
Derived
Road Network13,149 segments · 2,974 km
Observed
PT Network18 features · no routes
Partial
Study AreaGuntur mandal · OSM rel 10156634
Observed
GIS Check Results View all
Coordinate Reference System (CRS)
OK
Geometry validity
OK
Road topology
OK
Zone coverage
OK
Spatial joins
OK
Issues Found
6
Count locations unplaced2 ambiguous · 4 unmatched
Review
3
PT stops require correction
Review
1
TAZ access inconsistency
Review
Need Help?
Ask QPo or browse GIS guides.
Back to GIS Workspace

GIS AI Work

Run quality checks, review issues and prepare the updated GIS package (G2).

1. GIS Quality Checks

QPo runs automated checks on the updated layers.
Coordinate Reference System (CRS)Projection and datum verified
OK
Geometry ValidityNo invalid geometries found
OK
Road TopologyNetwork connectivity checked
OK
Zone CoverageAll areas covered
OK
Spatial JoinsAttributes linked successfully
OK

2. Results Summary

Issues identified in the new data (D2) and updated GIS.

3. Review on Map

Inspect and fix the flagged issues.
All Issues (10)
Count Locations (6)
PT Stops (3)
TAZ (1)

4. Prepare Updated GIS Package

Once all issues are resolved, create the updated GIS package.
Data Layers Being Updated
TAZ Layer111 zones · v1.0 → v2.0
Updating
Road Networkv1.0 → v2.0
Updating
PT Networkv1.0 → v2.0
Updating
Land Usev1.0 → v2.0
Updating
Administrative Boundariesv1.0 → v2.0
Updating
Issue Details Needs review
Need Help?
Ask QPo or browse GIS guides.
Models that
move better cities.
Good morning,

Sneha Krishnan

Transport Modeller  |  Guntur CMP 2026
Your current work

Continue Base Model M1 Calibration

In Progress
Review model setup, update as required and run S07 calibration.
Current Model
M1
Version 1.0
Active
Based on
Data D1
GIS G1
New Upstream Package
GIS G2
Updated 2 days ago
New
2 changes relevant to your current model

Recent Updates

View all
GIS G2 updated2 changes may affect your model (TAZ 114, Connector C218)
New validated counts available (D2)Traffic count package from Data Team
3 days ago
Updated PT networkNew stop locations added
5 days ago

My Next Steps

1
Review impact of GIS G2 changes2 items to review
QPo
2
Update connector C218Apply the package in VISUM
VISUM
3
Rerun AM assignmentUsing the updated network
VISUM
4
Import the result backQPo checks the fix was actually applied
QPo
QPo Insight

Your current model is 95% valid. Only connector C218 and the related calibration (S07) need updating based on GIS G2. No need to rebuild OD matrices or rerun the PM model.

Project Overview
Guntur CMP 2026
Guntur, Andhra Pradesh
Jan 2026 – Dec 2026
Key Inputs for Your Work View all
Data Package D1
Current
GIS Package G1
Current
GIS Package G2
New
PT Network
Current
Model Assumptions
Current
Need Help?
Ask QPo about model impacts.

Model Workspace

Base Model M1 Calibration Review  ·  Current software package: VISUM / Cube compatible

Current Model
M1
Version 1.0
Active
Based on
Data D1
GIS G1
Upstream Update
GIS G2New
Review Status
Calibration review required

QPo Model Review

ComponentDetailsStatus
Zones111 from GIS G2Verified
Network13,149 links from GIS G2Verified
Demand MatricesAM / PM loadedVerified
Assignment SetupPrT and PuT preparedVerified
CalibrationS07 requires reviewNeeds Review

Upstream Change Intelligence

GIS G2
TAZ 114 access changed
Model Zone 114
Connector C218
Affects S07 calibration

The current model remains 95% valid. Only connector C218 and the related S07 calibration need updating.

Required Actions

1
Review GIS G2 impactRead the change and what it reaches
QPo
2
Export the update packageCorrected connector and zone, as shapefiles
QPo
3
Update connector C218Import the package, edit the network
VISUM
4
Rerun AM assignmentUsing the updated network
VISUM
5
Run S07 calibrationCheck convergence and goodness of fit
VISUM
6
Bring the result backImport the run so QPo can verify it
QPo
QPo prepares and checks. VISUM does the modelling. QPo never runs an assignment.

No Need to Rebuild

OD Matrix
PM Model
Eastern Corridor setup
PT service coding
Unaffected components can be reused.
Relevant Inputs View all
Data Package D1
Current
GIS Package G1
Current
GIS Package G2
New
PT Network
Current
Model Assumptions
Current
Traffic Counts
Current
Recent Updates View all
GIS G2 updated2 changes affect your model
2d
Validated counts (D2)New stop locations added
3d
Updated PT networkNew service coding applied
5d
Back to Model Workspace

Model Result Validation

Review updated model results, compare with previous run and check downstream impact.

Results are locked

Import the VISUM run above and click Run validation. QPo shows the comparison only once it has confirmed the returned model actually used GIS G2.
Project Context
Guntur CMP 2026Jan 2026 – Dec 2026
Model Information
ModelM1.1
Current
Previous VersionM1
Archived
SoftwareVISUM
Last Run12 Jan 2026, 10:45 AM
Outputs View all
Assignment Results.ver file
Network File.net file
Matrices.mtx file
Model Log.log file

Scenario Planner Workspace

Continue Scenario S1 evaluation using the latest model results.

Upstream Updates

Latest changes from the modelling team that may affect your scenario.
Model M1 → M1.1Updated
12 Jan 2026, 10:45 AM
Reason: GIS TAZ 114 access correction
Updated assignment and calibration (S07)
Scenario Information
Scenario S1In Progress
Western Corridor Improvement
Jan 2026 – Dec 2026

Impact Assessment

QPo analyses the impact of upstream changes on your scenario.
Scenario ComponentStatusDetailsAction
Intervention NetworkRemains validNo changes affect intervention linksNo action
Population AssumptionsRemains validSame as previousNo action
Land Use AssumptionsRemains validNo changesNo action
Eastern Corridor IndicatorsRemains validOutputs remain consistentNo action
Western Corridor V/CNeeds refreshAffected by updated assignment
Travel Time KPINeeds refreshAffected by updated network performance
Emissions EstimateRemains validNo changesNo action

Next Steps

Update the affected indicators and finalise the scenario.
1
Load updated model inputsM1.1 assignment results and skims
QPo
2
Export the scenario input packageFour files, ready for your tools
QPo
3
Recalculate Western Corridor V/CFrom the M1.1 assignment
VISUM
4
Recalculate Travel Time KPISkims into the appraisal sheet
Excel
5
Import the recalculated indicatorsQPo checks only the right ones moved
QPo
6
Generate the scenario reportProvenance and ToR compliance attached
QPo
QPo hands over and checks. The recalculation happens in your own tools.
Project Context
Guntur CMP 2026Jan 2026 – Dec 2026
Key Inputs for Your Scenario View all
Model M1.1
Updated
Population / Employment
Current
Land Use
Current
PT Network
Current
Intervention Network
Current
Policy & ToR Requirements View rules
Use calibrated base model
Met
Report V/C and travel time for all corridors
Met
Follow CMP methodology
Met
QPo Insight
90% of your scenario outputs remain valid. Only Western Corridor V/C and Travel Time KPI need recalculation based on model M1.1.
Guntur CMP 2026

Project Status & Cross-Team Intelligence

See how work across teams is connected, what has changed, and what happens next.

Jan 2026 – Dec 2026On Track

Project Flow & Current Status

End-to-end view of project elements and their dependencies. Click any element to see details.

Recent Activity

View all

Insights

Policy & ToR Compliance View all
Open Actions View all
Keep the project moving together
QPo helps every team see the bigger picture, so you can make faster, more confident decisions.
Guided by rules.
Aligned with outcomes.
For better cities.
Guntur CMP 2026

Policy & ToR Intelligence

Project rules, standards and requirements — built into your workflow.
Overview
Requirements
Standards
SOPs
Compliance Check
Terms of Reference (ToR)
Client requirements and project scope
Loaded
Methodology
Approved planning methodology
Loaded
Technical Standards
IRC, MoRTH, UMTC guidelines and model standards
Loaded
Internal SOP
UMTC internal processes and quality checks
Loaded

Key Rules for This Project

These rules are automatically checked as you work.
1
Scenario Acceptance CriteriaMinimum 3 alternatives, V/C < 0.85, benefit–cost > 1.0
2
Model Calibration StandardsGEH < 5 for 85% of counts
3
Data Quality RequirementsNo missing values, spatially verified, standard format
4
GIS Layer StandardsValid topology, complete zone coverage, consistent CRS
5
Reporting FormatUse approved chapter structure and templates

Real-time Compliance Status

QPo checks your work against project rules.

Policy Assistant

Ask questions about project rules, standards or client requirements.

Recent Compliance Alerts

View all
Guntur CMP 2026

Project Intelligence

See how project rules, technical packages and team iterations affect each other.

Rules & Constraints
Project ToR
Master Plan
Technical SOP
RoW Constraints
Approved Projects
Project Packages

QPo Project Brain

What changed upstream, and everything that depends on it.

Project Rule Check

Discipline saysStatement
GIS"TAZ 114 access changed"
Model"Connector C218 uses this access"
Calibration"S07 uses this model result"
Scenario"These KPIs use S07"
ToR"Calibration must be valid"

QPo connects what changed across tools with what the project requires — and translates that into the right action for each team member.

Coordination Impact
The same change, translated for each role.
One change. Five teams. One action plan.
Each specialist keeps their own tools. QPo carries the project context between them.

Scenario S1 — Evaluation Report

Guntur CMP 2026 · generated from model M1.1 · draft

Before you publish GIS G2

QPo checked what your changes mean for everyone else.

Spatial Matching — Count Locations

195 survey locations matched against GIS package G1 · Guntur, Andhra Pradesh
Match status
Matched · snapped to a road
Ambiguous · needs confirmation
No road within tolerance
Study area (Guntur mandal)
Basemap and road names are live OpenStreetMap. Count locations are synthetic for this prototype, placed on Guntur's real network.
Needs your attention