CarbonForgedAI · Freedom Carbon Sign in

Activated-carbon system engineering

Size the bed from the physics,
not the rule of thumb. Φ

CarbonForged AI turns your water — its constituents, its flow, its organics — into an engineered carbon system design: bed life, carbon usage rate, and full breakthrough curves, computed from first-principles adsorption physics.

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What CarbonForged AI is

CarbonForged AI is Freedom Carbon's engineering platform for activated-carbon and ion-exchange treatment systems. At its core is the Φ-Heterogeneity engine — a multi-energy adsorption-site model that simulates how PFAS, VOCs, and background organics actually compete for carbon, rather than fitting a single curve to a single compound.

Enter constituents and a flow rate and press go — or upload a laboratory report PDF and receive a complete engineered analysis: projected carbon consumption, changeout schedule, breakthrough behavior for every compound, and the assumptions disclosed line by line. Every number comes from the same validated physics, whichever door you walk in through.

What it does

Physics

Full column simulation

Multi-site competitive adsorption with temperature, pH, ionic strength, and natural-organic-matter effects — not a lookup table. PFAS, chlorinated VOCs, and vapor-phase systems.

Workflow

Lab report → engineered report

Upload the lab PDF. The platform parses it, maps every constituent, sizes the system, and returns a client-ready engineered analysis with breakthrough curves and citations.

Speed

Constituents + flow, that easy

Type what's in the water and how fast it moves. Bed life, carbon usage rate, and per-compound breakthrough — with every assumed default disclosed, never hidden.

Privacy

AI that stays home

The built-in engineering assistant and expert panel run on our own servers. No cloud AI APIs — your influent data and designs are never sent to a third party.

Validated, not asserted

17
published pilot & full-scale case studies in the standing validation gate
~6%
mean bed-volume error on quantitative per-species PFAS predictions
6
independent published benchmark papers the engine is regression-locked against
0
cloud AI calls — every model runs on Freedom Carbon hardware

Every release must pass the full validation battery — published case studies, independent benchmark papers, and held-out field data — before it ships. Where the physics is extrapolating beyond its validated envelope, the report says so instead of pretending.

How it works

Describe the water

Type constituents and flow, build the design manually, or upload the lab report PDF.

The engine runs

The Φ-Heterogeneity engine simulates the full column: competitive adsorption, NOM, kinetics, temperature.

Engineer from the answer

Bed life, carbon usage rate, breakthrough curves, changeout schedule — exportable as a client-ready report.

See what your water does to a carbon bed.

15-day free trial. Your data stays yours.

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