What the equipment reports
Robot controllers, ROS 2, MCAP, rosbag2, VDA 5050, MQTT, PLCs, OPC UA, doors, lifts, conveyors, chargers, and cells.
Software for physical automation
Mekai Labs connects robot and machine data with the requirements and decisions around it. Run the same KPIs, alarms, interface checks, tests, incident reviews, and change workflows across every project.
For robot builders, system integrators, automation teams, and multi-vendor operators.
Six workflows, one record
The work Mekai removes
Performance numbers sit in vendor portals. Checks sit in scripts. Project evidence sits in documents. Accepted configurations sit in people's memory. Mekai turns that repeated work into versioned, inspectable functions and records.
What Mekai automates
Start with the job your team still runs by hand.
Daily operations
Checks and verification
Commissioning · FAT · SAT · UAT
After a change
SLA · contracted outcomes
Kickoff · boundary · responsibilities
End to end
Each stage hands the next one something it can use. The boundary becomes the evidence plan, the evidence plan becomes the test run, the test run becomes the accepted baseline, and the baseline decides what a change makes stale.
Parties, responsibilities, contracted outcomes, and the evidence each one will need.
Checks written once and replayed against recorded or simulated data before anyone travels.
Protocols run against live and recorded evidence, with deviations and retests tracked as they happen.
Criteria, results, reviewer decisions, and sign-off assembled into one reviewable pack.
Cross-vendor KPIs, exceptions, and contracted service levels on the definitions already accepted.
The accepted baseline compared with what is deployed now, and what that comparison makes stale.
The systems already in the project
Mekai works above the tools that already control and operate the system.
Robot controllers, ROS 2, MCAP, rosbag2, VDA 5050, MQTT, PLCs, OPC UA, doors, lifts, conveyors, chargers, and cells.
WCS, WES, WMS, FMS, MES, SCADA, historians, databases, APIs, files, orders, missions, alarms, and maintenance events.
Requirements, interface specifications, drawings, risk controls, test procedures, measurements, media, witness records, deviations, and approvals.
The full list
The four headline automations are the common starting points. This is the rest of what the same data, function and evidence layer covers.
Workflows
Who runs them
Mekai Open + Mekai Platform
The vendor-neutral data and function foundation for physical automation.
What can this system compute — and where are the limits?
The reviewed workspace for verification, acceptance, configuration, and change.
What was agreed, tested, accepted — and what must be proven again?
Questions
Closed by default. Open one and only that answer shows. An asterisk means the answer carries a qualification, printed with it.
Getting started
No change to your current structure.* Mekai reads from the systems already running the project and writes its results alongside them. Nothing has to be migrated, re-platformed or replaced before you get a result.
Mekai does not replace your WCS, WES, WMS, FMS, MES, SCADA, historian, PLC programming environment or recorder, and it does not require your data to be moved into a new store.
The acceptance criteria or checks you already use, and recorded data from one project — exports, logs, capture files or bag files. Recorded data is enough to produce a full result.*
Live connections are used only where the site permits them. Where they are not, everything runs from recorded files and exports.
One project, one criterion. You send the criteria and the recorded run, and you get back the computed result, the evidence behind it, and an explicit list of what could not be proven from the data supplied.
Technical
Robot controllers, ROS and ROS 2, MCAP and rosbag2, VDA 5050, MQTT, PLCs and OPC UA, drives, doors, lifts, conveyors and chargers, plus WCS, WES, WMS, FMS, MES, SCADA, historians, databases, APIs, files and manually recorded evidence.*
These are representative inputs. Which of them are available on a given site depends on what that site exposes and what access it grants.
No. It is read-only by default. Observation and action are separate, the default action policy is deny, and any non-safety write would need an explicit capability, bounds, approval and an audit trail. Safety control is outside the product entirely.
The result says NOT VERIFIABLE and names what is missing. Mekai does not fill a gap with an assumption, an average or a model output. Coverage, gaps and provenance travel with every result.
Every result carries the formula version, the mapping version, the configuration it ran against, the evidence window, the exclusions and references to the source data. Someone else can re-run it and get the same number.
Yes. Checks, KPIs and reports are versioned functions with declared inputs, logic, outputs and tests. You can write them, change ours, or run both. In Mekai Open the calculations are open source, so nothing is hidden behind a licence.
Yes. Mekai Open runs entirely on your own infrastructure. Mekai Platform can be deployed privately, on-premises or air-gapped where the site or the customer requires it.
Vendor neutrality is how the data and function model is designed: the core event, asset and function model does not belong to one protocol or robot type.*
It is a design goal, not a qualification claim. What works with a specific vendor depends on the sources that vendor exposes and the access the site grants.
Commercial
Mekai Open is free. It is published under AGPL-3.0, runs on your infrastructure, and has no licence fee, seat count or sales call attached. Mekai Platform is quoted per deployment.*
Scope, number of sites and the integrations required decide the quote. There is no public price list, and no figure on this site is an offer.
No. It removes the manual assembly work around them — collecting evidence, recomputing numbers, rebuilding packs. The engineering judgement, the approval and the signature stay with the people who hold that authority today.
No. Mekai organizes and reviews evidence and reports what the available data supports. It does not approve systems, issue certification, perform conformity assessment or act as a notified body. The engineer, assessor or authority who signs today still signs.
Often you would not, for the part you have already built. The question worth asking is what happens to it when the ground moves under it, because it usually moves in three ways.
Download Mekai Open and point it at your own recorded data. Nothing to sign, nothing to buy, no account. If it is useful, the conversation about the paid workspace can happen afterwards.
Mekai organizes and reviews evidence. It does not approve systems or replace engineering sign-off. It is not a certification or conformity-assessment service.
Mekai Labs
One fleet report, interface check, commissioning workflow, or change review is enough to start.
Schedule a call