Oasis-X builds the accountable parts of systems that run without anyone watching them: the controls that let a person step in, the records that show what happened, and the measurements that hold up under dispute. That covers software agents, industrial plants, and energy and climate infrastructure.

The page has two halves. The ventures are products you can go and use, and each one states its stage honestly, because several are not finished and you should not have to find that out after signing up. The services are engagements we take on directly.

Oasis-Cloud

In production · closed source

A modular backend for digital products, where authentication, data, geospatial, message queue, workflow orchestration, and payments each run and scale as their own service. The point is that you replicate the stack rather than rebuild it for every new product, which is most of why we built it in the first place.

Who it is for

Builders, developers, clients, and partners who want a dependable backend without doing the setup themselves. Also autonomous agents that need a managed application backend at a sensible price, or would rather run the whole stack and carry the cost.

Self-hosted on Amazon Web Services, a development-scale deployment costs roughly $50 to $70 each month. You carry the maintenance.

Oasis-Firmware

Open source · v2 in test

Composable, reusable programs and circuits for commodity hardware, covering Raspberry Pi, Arduino, ESP32, and STM32. You describe the device in a YAML file and the tool writes the firmware, imports your KiCad board design, and runs the result in a local emulator so you find out what is wrong before you flash it onto anything.

Who it is for

Scientists, researchers, makers, and engineers who want supervisory control and data acquisition (SCADA) capability on hardware they picked themselves. It handles the parts that are tedious rather than interesting, which is to say pin maps, signal processing, control-loop tuning, and concurrent memory management. Agents also use it to program physical circuits across different connection and flash methods.

github.com/oasis-main/oasis-firmware →

The Weather Data Service

Live · general availability soon

Retrospective ground-truth weather event data, drawn from the National Weather Service and the National Centers for Environmental Information. Give it a date, a time, and a location and it tells you whether a warning was issued, whether hail or high wind was actually observed, and whether damage was reported, which are the three things a disputed claim usually turns on.

Who it is for

Storm victims, insurance adjusters, climate researchers, and policy makers.

weather-data-service.com →

Theta Meteorology

Limited public beta

Weather forecasts that report their own uncertainty. Each one comes with a confidence interval and the calibration record behind it, rather than a single number presented with more confidence than it has earned. Sold as a paid application programming interface (API).

Who it is for

Financiers, operators, and planners for whom a chance of rain and an expected high and low are not enough to price or plan against. Also weather trading and monitoring agents.

weather.oasis-x.io →

Oasis-Scientific

In development

Public analytics, frameworks, datasets, and commentary for econologies, meaning human systems coupled to natural ones. Serious work on a complex system starts with defining the domain and structuring the data, and almost everyone does that from scratch and then throws it away. We do it once, publish it, and keep it current, with data and written analysis going out to subscribers on a schedule.

Who it is for

Domain specialist researchers, journalists, policy makers, impact analysts, and collaborative agents.

Oasis-Kinematics

In development

Motion and force analytics for complex mechanical systems, built by fusing inertial sensors with a first-person-view camera. It recovers position, velocity, and acceleration in three dimensions and reconstructs the environment the motion happened in, which matters because the same movement means different things on different ground.

Who it is for

Athletes, drivers, autonomous vehicle engineers, and robotics developers.

NuSci

In development

Not yet disclosed.

Who it is for

Not yet disclosed.

The four areas below do not overlap, and between them they cover everything we take on. Under each is the work we have actually delivered rather than the work we would be willing to attempt.

01

AI R&D, Infrastructure, and Governance Solutions

Research, design, and deployment of AI infrastructure: agent coordination patterns, security and supply-chain primitives, and the evaluation methods that keep both in scope. Open-source by default, and available as bespoke R&D for partners building their own AI.

What we have built

  • Agent governance and coordination durable claims, handoffs, decisions (dot_swarm)
  • Agent security, privacy, and supply-chain audit protected credentials, approval gates, signed logs (oasis-claw)
  • Multi-objective alignment research geometric and sheaf-theoretic approaches to evaluation (alignment_research)
  • Bespoke AI R&D for partners model evaluation, agent integration, and safety review for in-house builds

02

Process Design and Industrial Engineering

Operator-side engineering on physical systems that are already running, across grid, fleet, factory, and process. The work is generally aimed at using less, wasting less, and breaking less, in roughly that order of difficulty.

What we have delivered

  • Industrial demand response grid-side load coordination via OpenADR-style protocols
  • Commercial fleet energy modeling charging schedules and energy-use optimization at scale
  • Predictive and responsive equipment maintenance condition-based service for industrial equipment fleets
  • Industrial process chemistry batch- and continuous-system design and optimization

03

Climate & Energy Modeling, Risk Management, and Historical Analysis

Data science and engineering for ecosystem, microclimate, and energy-system modeling. Forward-looking work covers siting, design, and underwriting. Retrospective work covers insurance claims, litigation, and regulatory review. We take both sides. We help operators cut their footprint, and we help people who claim another party's footprint harmed them.

What we model and document

  • Industrial-site microclimate modeling siting, permitting, and mitigation design for thermal-impacting facilities
  • Energy-system modeling integration of on-site generation, storage, and load under uncertainty
  • Storm-impact climate reports evidentiary documentation for insurance claims
  • Climate-evidence reporting documentation supporting litigation involving climate-driven harm
  • Forward-looking ecosystem and risk modeling multi-scale climate work for siting, underwriting, and policy

04

Product Development, Domain Research, and Strategic Planning

New-product engineering, hardware and firmware design, deep-domain research, and strategic planning, for organizations moving from an idea to something that works, or from something that works to whatever comes after it.

What we develop and advise on

  • Hardware and firmware design sensing and control systems for industrial, agricultural, and environmental use
  • Biosignal-driven sensing and sorting non-destructive sorting that reduces cold-chain and distribution waste
  • Solar inverter design, manufacturing, and installation process, supply-chain, and IT consulting for inverter manufacturers and installers
  • New-product feasibility and prototyping scoped engineering studies that bound cost, risk, and timeline before commitment
  • Domain research and strategic planning deep-domain research engagements and roadmap work for technical organizations