On the roadmap

From optimized design to construction specifications.
With BIM export.

The Deployment module turns an optimized treatment chain into construction-ready specifications: intelligent sizing, site layout simulation, and BIM for infrastructure.

The last step before the build begins

A compliant, optimized treatment chain is a design decision, not yet a buildable project. Between the process flow diagram and the first pour of concrete sits a layer of work that today is largely manual: sizing each piece of equipment, fitting it onto a real site, and translating all of it into the BIM models that contractors and reviewers actually use.

Deployment is the AquaForge module that closes that gap. It takes the optimized design from Generative Design and produces the sizing, site layout, and BIM/Revit deliverables a project needs to move from concept into construction, carrying the same traceability through to the build that you had through regulation and design.

What Deployment will do

Four planned capabilities that take a design from flowsheet to construction documentation.

Intelligent equipment sizing

Translate each unit process in the treatment chain into concrete equipment specifications (capacities, dimensions, and operating envelopes) sized to the design’s water characteristics and constraints.

Site layout simulation

Fit the sized equipment onto a real footprint. Test arrangements against available space, access, and hydraulic flow before anyone commits to a plan.

BIM for infrastructure & Revit export

Export the design as BIM-ready models through an MCP + Revit integration, so the AquaForge output drops directly into the infrastructure BIM workflows engineering firms already run.

Construction-ready documentation

Generate the specification documents that move a project into procurement and construction, structured, traceable, and consistent with the design they came from.

One platform. The whole lifecycle.

Each module feeds the next, with no handoff gaps. Deployment is the final step, where design becomes build.

Bid & Comply
Regulatory Intelligence
Available now
Design
Generative Design
Coming 2027
Build
Deployment
On the roadmap

Regulatory requirements become design constraints. Optimized designs become deployment specifications. Full traceability from the first regulation to the final construction document.

The roadmap

Indicative milestones, sequenced behind the modules that feed Deployment. Dates are directional, not commitments.

Available now

Regulatory Intelligence live

The foundation of the platform. Regulatory requirements and gap analysis, the inputs every downstream module depends on, are in market today.

1
Targeted 2027

Generative Design launch

AI-optimized treatment chains with preliminary sizing and costing. This is the design output that Deployment consumes, so it must land first.

2
Roadmap · phase one

Intelligent sizing & site layout

Turn an optimized chain into sized equipment and test it against a real site footprint. The first Deployment capabilities to build on the Generative Design output.

3
Roadmap · phase two

BIM / Revit export

Export designs into infrastructure BIM workflows via an MCP + Revit integration, so AquaForge deliverables flow into the tools project teams already use.

4
Roadmap · phase three

Construction-ready documentation

Generate the specification package that carries a project into procurement and construction, closing the loop from regulation to build.

Deployment is currently at concept stage. Milestones are sequenced behind Regulatory Intelligence and Generative Design and will firm up as those modules mature.

Build on a foundation that exists today

Deployment is where the platform is going. Regulatory Intelligence is where it already is: available now, and the first input in the chain that ends with construction specs. Start there.

Frequently asked questions

Common questions about the Deployment module and BIM for infrastructure.

What is the AquaForge Deployment module?
Deployment is the final module in the AquaForge platform. It takes an optimized treatment chain from Generative Design and produces construction-ready deliverables: intelligent equipment sizing, site layout simulation, and BIM/Revit export. It closes the gap between a design decision and a buildable project.
What does BIM for infrastructure mean here?
It means exporting a water treatment design as Building Information Modeling deliverables that fit the infrastructure BIM workflows engineering firms already use. Through a planned MCP + Revit integration, AquaForge output drops directly into those tools rather than requiring a manual rebuild of the model.
When will Deployment be available?
Deployment is at concept stage. Its milestones are sequenced behind the modules that feed it, Regulatory Intelligence (available now) and Generative Design (targeted 2027), because Deployment consumes their output. Roadmap dates are indicative and will firm up as those modules mature.
Do I have to wait for Deployment to get value from AquaForge?
No. Regulatory Intelligence is available today and delivers value on its own by extracting and structuring water treatment regulations and producing a gap analysis. Deployment extends the platform further down the lifecycle, but each module stands on its own.
Will Deployment replace my BIM or CAD tools?
No. It’s designed to feed them. The goal is to export AquaForge designs into the infrastructure BIM and Revit environments your team already works in, so the platform’s traceable output continues into your existing construction documentation process.
On the roadmap

Follow Deployment as it takes shape.

Get roadmap updates on intelligent sizing, site layout, and BIM export, and help shape what we build.