Decision Intelligence

Beyond water.
Any engineered system.
One decision layer.

Atlas is decision intelligence for operators and engineers—wherever equipment runs on a schedule, storage shifts loads, and constraints compete. Water networks. Power systems. Manufacturing plants. HVAC. In under an hour, Atlas tells you the cheapest, safest way to run your infrastructure.

2htypical deployment
<1ssolve time
8+infrastructure types
Two products, one engine

Run it well. Then design it better.

Atlas Core delivers live recommendations to your operators. Atlas Platform lets engineers test scenarios and explore trade-offs before you build. Same transparent, explainable optimization engine underneath.

Atlas Core · Operational intelligence

Real-time decisions for your infrastructure.

Atlas Core installs beside your SCADA, reads the data you already collect, and recommends the cheapest, safest way to run your plant every few minutes. Your operators see the trade-offs. You stay in control.

For any facility—water, energy, manufacturing, HVAC—that needs to optimize real-time scheduling decisions.See it solve in real time
Atlas Platform · Design & planning

Scenario testing and capital planning.

Import your hydraulic, electrical, or process model. Design configurations, set constraints, run scenarios, and compare outcomes—before you invest.

For engineers, consultancies, and planners who need to evaluate infrastructure changes without the guesswork.Explore the studio
BUILT TO WORK WITHSWMM/EPANETFEWS PIWISKI / KiWISRTC-TOOLSRAVENHEC-RAS/HMSMODELICACADGISNetCDFZarrREST APISCADA
Before you ask

How it connects to your plant.

The three questions every engineer asks first — answered before you have to ask them.

Atlas is advisory. It cannot move your equipment.

There is no control path from Atlas to your PLC. Recommendations reach operators through your HMI, subject to your existing interlocks. The worst failure mode is no recommendation — which leaves the plant exactly as it runs today.

Your data never leaves your network.

Atlas Core runs on-site in a single container. No cloud calls, no telemetry, no licence check-in. It reads your historian and answers your HMI. Nothing else.

It works with what you have.

OPC-UA out of the box — Ignition, Kepware, or any compliant server. Modbus, SQL historians, MQTT and CSV are configuration, not custom development.

Decision intelligence, applied

Across 4 infrastructure domains.

Any process where equipment runs on a schedule, storage shifts loads, and constraints compete for priority. The same optimization engine powers all of them.

Water

Pumping stations

Multi-pump scheduling against tank storage, minimum flows, and tariff.

Water

Water distribution

Pressure zones, demand forecasts, and storage optimization across networks.

Energy

Microgrid dispatch

Solar, battery, generator scheduling against real-time tariffs and forecasts.

Energy

Power plant commitment

Unit commitment and economic dispatch for thermal and renewable generation.

Manufacturing

Production scheduling

Equipment scheduling to minimize energy and labor while meeting demand.

Manufacturing

Refrigeration plant

Multi-refrigerant scheduling against load, defrost cycles, and power contracts.

HVAC & Buildings

Building HVAC

Pre-cooling strategy against comfort band, tariff, and weather forecast.

HVAC & Buildings

District heating/cooling

Thermal storage and boiler scheduling across multiple connected buildings.

Manufacturing

Compressed air

Multi-compressor scheduling against receiver pressure and demand spikes.

Manufacturing

Steam & boiler

Multi-boiler scheduling with accumulator storage and demand forecasting.

Energy

Battery storage

Charge/discharge timing against time-of-use tariff and demand charge.

Energy

EV fleet charging

Charger scheduling to hit departure deadlines without spiking demand.

Wastewater treatment, compressed air networks, cold storage, data centre cooling, and EV charging infrastructure all follow the same pattern. If your facility has schedulable equipment and a price signal that moves with time, Atlas likely fits.

Built to scale across domains

Water, energy, manufacturing, and beyond.

The same optimization engine that schedules a pump station also schedules a power system, a factory, or a building—because the underlying problem is the same: minimize cost while respecting constraints.

01

Water networks

Multi-pump scheduling, pressure management, demand coordination, and storage optimization.

EPANET + SWMM hydraulic modelling↗
02

Energy & microgrids

Generator and battery dispatch against forecasts, tariffs, and grid constraints.

Multi-unit RTC, pumped storage, NEM arbitrage↗
03

HVAC & buildings

Pre-cooling and thermal storage scheduling to optimize comfort and energy cost.

Chiller dispatch, TES round-trip dynamics↗
04

Manufacturing

Production scheduling around energy tariffs, equipment constraints, and deadlines.

Job-shop MILP, TOU energy shifting↗
05

Treatment plants

Aeration and treatment scheduling to shift energy loads and maximize biogas revenue.

Time-of-use blower scheduling, biogas value↗
06

Flood operations

Gate and reservoir decisions based on rainfall forecasts and downstream safety.

Raven HBV + HEC-RAS 2D routing↗
07

Mine water

Tailings freeboard control and dewatering optimization to meet compliance limits.

ANCOLD compliance, CasADi OCP↗
08

Reservoir systems

Cross-basin allocation and shared storage optimization across interconnected systems.

LP yield optimization, cascade scheduling↗
09

Canals & polders

Pump and gate automation while holding water levels within tight operational bands.

GoalProgramming OCP + Modelica components↗
10

Compressed air

Multi-compressor scheduling against receiver pressure and demand spikes.

Receiver dynamics, demand forecasting↗
11

Logistics & fleet

Route planning that respects real road networks and time-of-use energy windows.

Vehicle-routing MILP + OSRM road network↗
12

Agriculture & greenhouse

Heating strategy that leverages thermal mass instead of chasing setpoints.

Thermal-mass LP, weather forecasting↗
13

Gas pipelines

Compressor scheduling and linepack management for off-peak compression.

Compressor scheduling, linepack storage↗
14

EV charging networks

Charger scheduling to hit departure deadlines without spiking demand charges.

Fleet ETA, demand charge avoidance↗
15

Drought planning

Robust allocation strategies for dry years and supply uncertainty.

Scenario-based scheduling, risk hedging↗
See it live

The Atlas console, in your browser.

Atlas ships as a self-contained browser interface with secure authentication for registered clients. We'll walk you through a live call tailored to your infrastructure — no account needed to start that conversation.

  • Domain-aware KPI dashboard across 13 built-in sectors
  • Live network map with Leaflet tiles and node-level drill-down
  • Import SWMM/EPANET, HEC-RAS/HMS, CAD, GIS Shapefile, NetCDF & Zarr
  • Live time-series over FEWS PI, WISKI/KiWIS, SCADA & REST APIs
  • 23 worked scenarios — from pump scheduling to gas-compressor dispatch
  • Every result labelled with its provenance — real solve, or demo simulation
Request a platform walkthrough

Client sign-in is by registration — see Atlas Core above for a demo you can try right now, no account required.

How Atlas works

From system signal
to operator action.

A transparent optimisation workflow that strengthens operator judgment instead of hiding it behind a black box.

01

Integrate

Connect your live data, constraints, and objectives—from any source. SCADA, REST API, historian, or manual input.

02

Optimise

Atlas solves your scheduling problem in under a second. No black box. You see the trade-offs and why each decision was made.

03

Decide

Your operators get a recommendation, the evidence, and the trade-off. They stay in control. Atlas is advisory, never automatic.

Engineered for reality

One decision engine.
Every infrastructure type.

Forbay built Atlas to close the gap between optimization research and the daily realities of operating water, energy, manufacturing, and building infrastructure. Every recommendation respects real equipment constraints, service obligations, and your team's judgment.

  • Explainable decisions—you see why, not just what
  • Integrates with your existing systems and data
  • Safe: always advisory, never automatic control
4Infrastructure domains (shipping 12 more)
500+Automated test cases
<1sTypical solve time
FA

F. Awol, P.Eng., Ph.D.

Founder & Principal Engineer

Hydraulic modelling, mathematical optimisation, and real-time control systems across water, energy, and industrial infrastructure. The same optimisation core that schedules a pump station also schedules a job shop or a gas compressor.

Your system, clearer

Bring us the constraint
that keeps you up.

We'll map an Atlas walkthrough to your infrastructure, models, and operating challenge — no generic demo, no sales deck.

info@forbaysolutions.com
Ready when you are

Let's talk about your infrastructure.

We'll map an Atlas walkthrough to your specific models, data, and operating challenges — no generic demo.

Request a tailored demo