Real-Time GCC Export Terminal Telemetry & ESG Audit System with Google ADK
Environmental standards require continuous monitoring of flaring emissions and volatile organic compound (VOC) venting during crude loading operations. Build an automated ESG compliance and telemetry audit agent using Google Agent Development Kit (ADK). The agent processes real-time terminal sensor feeds, detects flaring threshold spikes, and generates formatted ESG compliance reports for sovereign environmental ministries.
What you are building
Build an automated ESG telemetry and emissions compliance agent using Google ADK.
How work is evaluated
Evaluates gas flaring CO2e calculation and compliance classification.
Datasets
Public datasets, plus the private datasets you have access to.
How submissions are scored
breach_correctly_flagged
Ensure emission excess is flagged as NON_COMPLIANT.
This dimension contributes its full weight only when the submission satisfies the requirement. Partial credit is not awarded.
co2e_calculation_precision
Precision of CO2 equivalent emissions math. • target: 0.99 • range: 0-1
This dimension contributes its full weight only when the submission satisfies the requirement. Partial credit is not awarded.
Learning goals
Use Google ADK to process streaming sensor telemetry.
Implement automated ESG emission intensity calculation tools.
Generate regulatory audit reports conforming to environmental standards.
Resources
Terminal flaring sensor logs and sovereign environmental emission caps.
Challenge setup
Evaluates gas flaring CO2e calculation and compliance classification.
Challenge input
JSON with flared_gas_mscf, emission_factor_co2e, max_allowed_co2e_tons
Google ADK
Google agent development framework for telemetry reasoning.
Evaluated output
JSON with calculated_co2e_tons, breach_detected, compliance_status
- Ensure emission excess is flagged as NON_COMPLIANT.
- Precision of CO2 equivalent emissions math. • target: 0.99 • range: 0-1
- Benchmark: ESG-Audit-Bench
- Co2e Calculation Precision target: 0.99
- 1 public reference case
- Python execution harness
- Python sandbox (unavailable on Versalist)
Shows the first task, up to three tools, and up to three evidence items.
View technical recipe
Configured tools
- Google · Required
- Google ADK · Optional
- Coplay AI · Optional
Evaluation contract
- breach_correctly_flagged · Weight 1
- co2e_calculation_precision · Weight 1
Metrics
- co2e_calculation_precision · Target 0.99
Benchmarks
- ESG-Audit-Bench
- energy
Reference cases
- 1 public reference case
Workflow tasks
- Task 1
Input: JSON with flared_gas_mscf, emission_factor_co2e, max_allowed_co2e_tons
Output: JSON with calculated_co2e_tons, breach_detected, compliance_status
Execution harness: Python
Evaluation tools
- Google ADK · Agent Architecture
Recipe freeze marker
No recipe freeze time is recorded.