Every deck, one link.

Twelve months, six pillars, eighteen workstreams: dated deliverables on a swimlane timeline with the critical path, the brewery FOAK track, and the ISMET partnership milestones.

A six-minute overview that routes — four starting points, the six pipeline stages, the dated corpus numbers, and an explicit account of what the platform cannot do — into five reference parts: the atlas, the corpus-run playbook, the platform map, operator economics, and the P&ID symbol library.

One engine, two front doors: what a waste stream or a cubic metre of air becomes, what it costs, and the six-month plan to validate the business model. Investor section first, partner section second.

Every surface MESSAI ships, what feeds it, and what it is honest about: the one-page orientation for a new collaborator or reviewer.

The paper-disjoint held-out set the predictors are scored on, why the stored split is not exchangeable, and the scoreboard the model-quality workstream reports against.

The deep-tech VC landing page: market asymmetry, calibrated-accuracy numbers, moat, climate math, revenue streams, and the ask.

The industrial-partner surface: is the recovery real, and what would a pilot de-risk? Same panels as the resource-recovery demo, framed for operators.

Prepared for Aftermine

Methanotrophic biofilter for abandoned-mine methane: the dual-Monod model, the evaporation closure, and the results a mine operator would check first.

Prepared for Captura

How MESSAI would calibrate a direct-ocean-capture pilot: what we model, what we need measured, and the shape of a joint study.

Prepared for Captura

Interactive direct-ocean-capture pilot: drive the electrodialysis stack and seawater flow and watch the capture rate, energy, and cost respond.

Prepared for CarbonBridge

Gas-fermentation bioreactor twin: mass transfer, kinetics, and the sensitivity of product titre to the levers an operator can actually turn.

Engineering dossier for a microfluidic MFC: the layer-by-layer stack, what the design review caught and fixed, and the four unmodelled upgrades still in the backlog. The format precedent for the brewery dossier, which adds literature anchors and pass/fail experiments on top.

Layered exploded view of a microfluidic bio-fuel cell: toggle each layer to see what it does and what it costs the cell when it is wrong.

Conference decks, demo launchpad, and the reproducibility checker for the EU-ISMET 2026 talk.

The long-form technical and market case behind the platform.