Tool library

Fifty tools. No sign-up, no upload.

Each one runs entirely in your browser. Change an input and the result recalculates immediately — then export it as CSV, print it, or copy a structured brief into your own report.

50 TOOLS SHOWN

01 Track 1

Microgrid Self-Healing Sequencer

Simulates decentralised energy fallback scripts and automatic load-shedding parameters for off-grid renewable microgrids.

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02 Track 1

Substation Thermal Interpreter

Converts raw drone thermography readings into root-cause component diagnoses and urgency repair rankings.

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03 Track 1

Grid Twin Sync Auditor

Evaluates real-time SCADA telemetry schemas against IEC 61850 timing classes to pinpoint data latency bottlenecks.

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04 Track 1

DER Forecast Calibrator

Adjusts solar and wind generation prediction error using regional desert-dust and high-humidity attenuation models.

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05 Track 1

Net-Zero Compliance Mapper

Cross-references power and fuel consumption against regional decarbonisation frameworks and returns the compliance gap.

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06 Track 2

Pavement Deterioration Predictor

Uses local climate extremes and heavy axle-load data to output localised asphalt degradation curves and the treatment window.

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07 Track 2

AV Fleet Rule Engine

Formulates safety interlock and predictive maintenance logic trees for mixed-traffic autonomous vehicle corridors.

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08 Track 2

Bridge SHM Parser

Ingests multi-point strain-gauge data to flag micro-fissure expansion rates exceeding safety thresholds.

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09 Track 2

Signal Timing Optimiser

Generates adaptive signal-timing configurations from real-time multi-modal traffic density feeds.

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10 Track 2

Rail Vegetation Risk Scorer

Processes satellite and LiDAR-derived canopy metrics to prioritise rail segments needing immediate trimming.

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11 Track 3

CMMS ↔ Twin Mapper

Generates API payload mapping logic between legacy Maximo / SAP-EAM systems and modern BIM and spatial twins.

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12 Track 3

Weibull Reliability Calculator

Fits failure data to a Weibull distribution and returns the optimal preventive versus condition-based maintenance interval.

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13 Track 3

ISO 55001 Maturity Evaluator

Runs a gap analysis across the ISO 55001 clause structure and outputs an executive remediation roadmap.

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14 Track 3

IIoT Retrofit ROI Optimiser

Computes payback periods and sensor placement densities for retrofitting legacy rotating plant with IIoT vibration pods.

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15 Track 3

Spares Monte Carlo Modeler

Applies Monte Carlo simulation to consumption history to set safety stock and reorder points for critical capital items.

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16 Track 4

RO Bio-fouling Predictor

Analyses feed-water indices and dosing records to forecast optimal membrane cleaning and replacement cycles.

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17 Track 4

Transient / Waterhammer Analyzer

Simulates waterhammer surge and sizes the protection needed across municipal transmission mains.

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18 Track 4

Aeration Energy Optimiser

Computes optimal blower duty from real-time biological oxygen demand and diurnal flow, and prices the saving.

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19 Track 4

Water Resilience Stress-Tester

Evaluates urban water network vulnerability against supply interruptions and extreme drought scenarios.

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20 Track 4

Water Asset TCO Optimiser

Evaluates whole-life expenditure across capital, energy, chemical and renewal cost to find the lowest lifecycle option.

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21 Track 5

HVAC Load & Chiller Staging Auditor

Generates optimised chiller-plant staging schedules from weather forecast and occupancy thermal load.

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22 Track 5

BMS Point-List Tag Translator

Converts proprietary BMS point lists into standardised semantic tags for Project Haystack or Brick Schema.

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23 Track 5

Green Certification Matrix

Cross-checks operational performance and maintenance records against LEED, BREEAM, Estidama or Mostadam criteria.

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24 Track 5

Lift Traffic Simulator

Analyses peak-hour passenger demand in high-rise towers to size and tune group-control dispatch.

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25 Track 5

Handover Defect Analyzer

Ingests contractor snagging lists to categorise latent defects, assign liability and draft rectification timelines.

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26 Track 6

OT Cyber Vulnerability Scorer

Maps ICS and SCADA network architecture against IEC 62443 and NIST control expectations and returns the security-level gap.

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27 Track 6

Private 5G Latency Calculator

Computes propagation constraints and cell placement for reliable remote heavy-machinery teleoperation.

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28 Track 6

SLA Smart Contract Generator

Drafts self-executing smart contract logic tied to verified equipment uptime and response-time metrics.

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29 Track 6

AR Procedure Scripter

Transforms dense OEM technical manuals into step-by-step spatial instructions for technician head-up displays.

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30 Track 6

Telemetry Spoofing Detector

Flags cyber-spoofing and data-tampering in remote pipeline, oil, gas and water telemetry streams.

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31 Track 7

Competency Framework Architect

Builds career-path matrices for moving traditional technicians into AI-augmented asset operator roles.

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32 Track 7

Simulator Scenario Builder

Generates interactive troubleshooting scripts for high-risk industrial failure scenarios.

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33 Track 7

AR/VR Curriculum Designer

Maps mechanical maintenance workflows into spatial learning milestones for vocational academies.

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34 Track 7

Certification Gap Analyzer

Cross-references team credentials against the certifications required by tenders and asset management standards.

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35 Track 7

Multi-Lingual KB Indexer

Parses unstructured multi-lingual SOPs into a retrieval-grade enterprise knowledge index.

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36 Track 8

SAMP Generator

Customises a long-term asset governance blueprint aligned to national infrastructure frameworks.

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37 Track 8

AHP Capital Allocator

Ranks competing infrastructure projects using Analytic Hierarchy Process weightings with a consistency check.

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38 Track 8

ESG Infrastructure Scorecard

Evaluates facility and portfolio operations against environmental, social and governance disclosure metrics.

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39 Track 8

PPP Risk Allocation Matrix

Formulates risk-sharing frameworks between government entities and private concessionaires under DBFO and similar models.

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40 Track 8

AIP Portfolio Optimiser

Balances capital expenditure across ageing assets to minimise cumulative portfolio risk within a budget cap.

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41 Track 9

Desert Corrosion Predictor

Models atmospheric salinity and thermal stress to calculate protective coating life on coastal steel infrastructure.

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42 Track 9

Rural Microgrid Sustainability Tracker

Balances community demand against solar-battery durability under constrained supply chains and local tariffs.

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43 Track 9

District Heating Auditor

Optimises thermal distribution networks against EU energy performance and decarbonisation directives.

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44 Track 9

Storm Drainage Dispatcher

Simulates storm-water pumping station synchronisation during monsoon and flash-flood events.

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45 Track 9

ORAT Readiness Assessor

Evaluates construction-to-operations transition milestones for gigaprojects such as airports and smart cities.

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46 Track 9

Cross-Border Rail Harmoniser

Aligns disparate maintenance standards and technical protocols across multinational rail corridors.

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47 Track 9

Crane Fatigue Analyzer

Computes duty-cycle consumption and wind-load stress thresholds for container handling cranes.

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48 Track 9

National Asset Register Schema

Formulates standardised metadata taxonomies and identifier schemes for unified government asset inventories.

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49 Track 9

Contractor Evaluation Engine

Scores maintenance vendors on weighted KPIs and SLA delivery, and converts the result into contractual consequence.

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50 Track 9

Emergency Facility Risk Assessor

Integrates hazard exposure with critical asset maps to stress-test disaster recovery and continuity plans.

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