News ·
Letter of Intent with Optec to field-validate the Bluestream PdM platform
Field validation means running the platform on operating equipment, recording its remaining-useful-life estimates, and later comparing them with what the equipment did. A Letter of Intent with U.S. operational-intelligence company Optec, LLC sets out how Bluestream intends to get there: access to equipment and its sensor and operational data, and a route into the North-American market.
A non-binding Letter of Intent, announced on August 28th, 2026, records the intent of Bluestream LLC and Optec, LLC (opens in a new tab) to collaborate on the field validation and North-American market introduction of Bluestream's predictive-maintenance (PdM) platform: software built to predict the remaining useful life of industrial equipment from the sensors a plant already has, grounded in ISO 14224 reliability standards.
At a glance
Announced ·
- Letter of Intent between Bluestream LLC and Optec, LLC. A record of what each party intends to do, not a binding contract.
- Non-binding
- items Optec intends to contribute
- 3
- items Bluestream intends to provide: the running platform and the technical lead
- 2
- intellectual property transferred
- 0
- Parties
- Bluestream LLC and Optec, LLC
- Document
- Letter of Intent, non-binding
- Scope
- Field validation and North-American market introduction
- Subject
- The Bluestream PdM platform
- Licence cost
- None, for the agreed validation
- Works toward
- A formal agreement, such as a paid pilot
The counts are the items listed in the Letter of Intent. What it does and does not commit anyone to is set out under A Letter of Intent sets a direction, not an obligation.
Optec opens the equipment and the data, Bluestream runs the platform
The Letter of Intent records what each party intends to contribute, and the two lists differ in kind. Optec's is access, judgement and market reach. Bluestream's is the platform, kept running, and the technical lead for the deployment.
What each party intends to contribute
From the Letter of IntentBoth columns state intent, recorded in good faith. Neither is an obligation.
Optec intends to provide
- Field-validation access
- Access to designated industrial equipment and associated operational and sensor data, for supervised validation of the platform on real equipment.
- Domain expertise
- Operations and maintenance and reliability-engineering input, to inform and review the validation and the failure-mode framing.
- North-American market
- Support for Bluestream's market entry, through introductions and go-to-market guidance.
Bluestream intends to provide
- The platform, run for the validation
- Deploy, operate and maintain the platform for the agreed validation, at no licence cost.
- Technical lead
- Bluestream acts as technical lead for the deployment and shares validation results and findings with Optec.
The second item in Optec's column carries as much weight as the first. Its operations and maintenance and reliability-engineering input is there to check the engineering, not only to host it.
A remaining-useful-life estimate has to be checked against what the equipment did
A prediction engine earns trust only when it has been shown to work on real equipment, not just in simulation. The mechanism is the one drawn at the top of this page: the platform records a remaining-useful-life (RUL) estimate at a point in time, the equipment keeps running, and the outcome is later compared with the estimate. A simulation can only return the behaviour that was written into it. Operating assets, with the maintenance history and domain judgement that surround them, return what happened. That is the step between a promising model and one a reliability engineer will act on.
Why Optec: the building systems it already unifies data from include pumps and cooling towers, and equipment of that kind, running in service, produces the live operational data a validation needs. The two approaches are complementary: Optec's operational intelligence for facilities, alongside Bluestream's standards-grounded RUL for industrial equipment.
“Validating on real, operating equipment is what turns a good prediction engine into a trusted one, and doing it with an experienced U.S. operator gets us there faster.”
A Letter of Intent sets a direction, not an obligation
A Letter of Intent is easy to over-read. Read this one for what it opens, not for what it guarantees.
- It is a statement of intent, not a binding contract.
- It writes down what each party intends to contribute. Neither is obliged to deliver it.
- It is access, not a result.
- The Letter of Intent covers access to designated equipment and its operational and sensor data. It reports no validation result, and this article names no assets.
- It is not a sale, and not yet a paid pilot.
- Bluestream charges no licence fee for the agreed validation. A formal agreement, such as a paid pilot, is what the two companies intend to work toward.
- It moves no intellectual property.
- Each party keeps its own. Bluestream retains its platform and all related intellectual property, Optec retains its own, and ownership of anything created jointly is left to the definitive agreement.
Next: live sensor data from real equipment, and a first pilot
Under the Letter of Intent, the near-term focus is getting live sensor data flowing from real equipment, standing up a first pilot, and letting data accumulate, ahead of a wider North-American push.
- Starting pointLetter of Intent, announced Aug 28th, 2026
- Near termLive sensor data flowing from real equipment
- Near termA first pilot, and time for data to accumulate
- After thatA wider North-American push
The market half of the Letter of Intent follows the same order. Optec, a U.S. company, intends to support Bluestream's entry with introductions and go-to-market guidance. What Bluestream brings to that market is standards-grounded technology that is independent of the sensor vendor and of the maintenance system (CMMS) a site already runs. The wider push comes after the data, not before it.
What the Letter of Intent does not show
The Letter of Intent is about access and intent. It does not show that the platform's estimates are right on real equipment, and nothing in it could.
Optec agreeing to take part, as advisor and technology partner, is not a verdict on the method either. The verdict comes from the comparisons drawn at the top of this page: an estimate on record, then what the equipment did. It takes many of them, and the ones that miss count as much as the ones that land.
The Letter of Intent does not show that the predictions are right. It gives Bluestream the place to find out.
About Optec, LLC
Optec delivers operational intelligence for buildings, unifying data from HVAC, electrical, water, pumps, cooling towers, metering and sensors to catch anomalies early, surface root-cause answers, and guide technician-ready actions through its AI, LiKA. Optec intends to take part as advisor and technology partner through the market research, development and proof of concept phase. Optec's principal is Manny Rosendo. Learn more at optecllc.com (opens in a new tab).
About the Bluestream PdM platform
The Bluestream PdM platform is built to use the sensors a plant already has to predict the remaining useful life of industrial equipment, explain why a failure is developing (the ISO 14224 failure mode and the position on the P–F curve), and generate the work order in the customer's own maintenance system. Read more on the PdM platform page or in the PdM platform roadmap.
Field validation of the Bluestream PdM platform is planned in collaboration with Optec, LLC, under the Letter of Intent described above.