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Our Technology Pipeline

From input to impact. How Alchemist works.

Traditional AI hides the immense computing cost of your query. We compute it, show it to you transparently, and neutralize it by planting trees. Here is the step-by-step breakdown.

01

The Search Request

When you input a query or upload an image, Alchemist AI searches indexed, verified sources to feed the query context, prioritizing environmentally sustainable servers and content delivery networks.

  • Academic-grade sources
  • Zero tracking logs
  • Prompt sanitation
Phase One

Contextualizing your question.

Most standard AI engines execute raw queries directly without auditing the destination. Alchemist AI parses your prompt, leverages real-time web indexes when requested, and formats it to minimize unnecessary prompt size, which directly reduces energy consumption.

By performing lightweight indexing on the client side and using caching strategies, we avoid redundant calculations in energy-intensive data centers.

Phase Two

Evaluating the environmental impact.

Every token generated by a Large Language Model (LLM) consumes hardware cycles on high-performance graphics processing units (GPUs). These systems rely on electricity grid setups and water-cooled systems to stay operational.

Alchemist AI runs an environmental calculator that audits input and output token counts, the location of the host server, and current grid emission factors (gCO₂/kWh) to estimate exact energy usage (Wh), carbon output (gCO₂), and water volume used.

02

Real-Time Auditing

Our calculator assesses three key factors to build your query's environmental receipt:

Grid Energy (Wh)

Computed against regional utility carbon intensity rates.

Carbon Intensity (gCO₂)

The absolute mass of carbon generated by host hardware cycles.

Water Consumption (ml)

Evaporative water loss in server facility cooling loops.

03

Growing the Forest

Your cumulative query footprint aggregates toward tree planting milestones. The trees funded are tracked transparently in real-time.

Standard Member Pledge1 Tree on Signup
Search Accumulator1 Tree per 7K Queries
Phase Three

Sinking carbon with verified planting.

Instead of just buying intangible offsets, we channel funds directly to certified planting projects. Reforestation is widely accepted as one of the most efficient natural systems to sequester carbon, restore native habitats, and stabilize local climates.

Every tree planted is recorded, contributing to the live tree-planting progress counter on our homepage and in our database.

Explore our features. Search with high transparency.

Want to see the stats for yourself? Type your first query and inspect the environmental receipt.

Go to Search
Alchemist AI

The AI search engine that measures its environmental cost — and plants trees to offset it. Every query, fully transparent.

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