AI Sustainability Copilot

Sustainability answers for engineers,
grounded in your documents.

Give your construction and engineering teams an AI assistant trained on your standards, policies and project documents — so they learn faster, ask better questions, and make more sustainable decisions.

Where do you want to start?

Click a tile to open a guided conversation. The Copilot loads suggested questions and documents for that topic automatically.

🎓
Get trained in sustainability
Whole-life carbon, Scope 1–3, embodied vs operational — explained for engineers.
📈
Start carbon monitoring
Learn what to track on site, monthly reporting rhythms and key metrics.
📋
Create a reporting plan
Build a carbon reporting structure that meets client, regulatory and net-zero requirements.
🌟
Build a sustainability strategy
Turn sustainability commitments into a practical, time-bound action plan.
Quick carbon assessment
Rapid Scope 3 screening for a project or procurement decision in minutes.
🌎
Understand Scope 3
What counts as Scope 3 in construction? Which categories matter most?
Circular economy options
Review circular design, material reuse and waste reduction for your project.
📄
Ask about a project document
Upload a PDF, standard or policy and ask questions about it directly.
AI Sustainability Copilot

Ask anything about sustainability in construction

Powered by retrieval-augmented generation (RAG) — answers grounded in approved documents and standards, not generic AI.

Gaisina AI Copilot LangChain + FAISS + RAG
Gaisina Copilot
Hello. I’m the Gaisina AI Sustainability Copilot. I can answer questions about whole-life carbon, Scope 3, reporting frameworks, circular economy and sustainability strategy — grounded in approved construction and engineering documents.

Select a tile above or type your question below to get started.
What is whole-life carbon? How does a site engineer reduce embodied carbon? What are the first 5 things to monitor monthly? Explain Scope 3 in simple terms How do I start a carbon reporting plan?

Answers are grounded in uploaded documents and approved frameworks. Complex technical sign-off is escalated to a consultant.

From document to decision in minutes

The Copilot uses retrieval-augmented generation: your documents become the knowledge base, and every answer is grounded in that source material.

1

Upload your documents

Add PDFs, standards, policy documents, project guidance and reporting frameworks. The Copilot indexes them automatically using FAISS vector search.

2

Ask practical questions

Your engineers, consultants and project teams ask questions in plain English — no training required, no search queries to master.

3

Get grounded answers

The assistant retrieves relevant content from your documents and responds with practical, source-based guidance including the source reference.

4

Take action faster

Move from confusion to training, monitoring, reporting and project decisions in minutes. Generate checklists and escalate to a consultant when needed.

Built for construction and engineering professionals

Whether you are a site engineer, project manager, sustainability lead or procurement officer — the Copilot meets you where your questions are.

Training & Onboarding

  • Understand whole-life carbon and Scope 1–3
  • Learn what embodied carbon means on site
  • Get plain-English explanations of standards
  • Generate team training checklists

Carbon Monitoring

  • Identify what to measure monthly on site
  • Set up a practical monitoring framework
  • Understand key Scope 3 categories for construction
  • Track progress against net-zero targets

Reporting

  • Structure a carbon disclosure for clients or PAS 2080
  • Understand what regulators and clients require
  • Draft a reporting narrative grounded in your data
  • Open a reporting template in one click

Strategy Development

  • Turn sustainability commitments into an action plan
  • Prioritise quick wins vs long-term changes
  • Benchmark against industry frameworks
  • Book consultant review for complex decisions

Quick Carbon Assessment

  • Run a rapid Scope 3 screen for a project
  • Estimate carbon impact of a procurement choice
  • Identify highest-emission activities on a contract
  • Feed results into ClarityScope3 for full analysis

Document Q&A

  • Upload any PDF — standard, policy or spec
  • Ask questions about it in plain English
  • Receive answers with source references
  • Escalate to a consultant for interpretation

Answers you can rely on

Designed for professional construction and engineering contexts where accuracy matters and generic AI is not good enough.

Grounded in approved documents

Every answer references your uploaded standards, policies and frameworks — not a generic language model trained on the open internet.

Ideal for internal guidance

Use for onboarding, project support and day-to-day decision making. Consistent answers across your whole team without manual lookup.

Escalates to a consultant

Where expert judgement is needed for technical sign-off, the Copilot surfaces the relevant context and connects you to a Gaisina consultant.

Source-transparent

Responses indicate which document and section the answer is drawn from, so professionals can verify and trace every output.

Lead Consultant

ST
Advisory Lead — AI & Sustainability
Serik Tokbolat
Lead Consultant, Sustainability Strategy & AI Decision Support

Serik leads Gaisina’s advisory work across sustainability strategy, carbon assessment, circular economy, and AI-enabled decision support for the built environment. He helps construction and engineering teams move from reporting requirements to practical action, with tools that support training, monitoring, and measurable carbon reduction.

Two ways to work with us

The Copilot is the entry point. Expert advisory is where complex decisions get resolved.

Layer 1 — Self-Serve Tools

Start immediately, on your own

  • AI Sustainability Copilot
  • ClarityScope3 carbon calculator
  • Quick carbon screening
  • Training prompts and checklists
  • Document Q&A
Layer 2 — Expert Advisory

For complex decisions and sign-off

  • Whole-life carbon reviews
  • Sustainability strategy design
  • Monitoring and reporting architecture
  • Custom knowledge base setup
  • Consultant-led team training

Ready to give your team a sustainability edge?

Book a demo, try the Copilot, or speak to a consultant about a custom knowledge base for your organisation.