Built for factories that cannot afford a mistake.
SafeKernels deploys where safety failure is expensive, regulated, or both.
Mixed-vendor cells with sub-second cycle times.
Talk to our automotive leadStandardsISO 10218-1:2025 · ISO/TS 15066 · VDA 6 process quality
Pain
ISO 10218 audit cadence + ISO/TS 15066 for human-robot collaborative stations. Sub-second cycle times leave no headroom for probabilistic safety.
Use cases
- Mixed-vendor body-in-white cells
- LLM-planned material handoff (UR + KUKA)
- Final-assembly cobot + AGV coordination
- Paint shop sequencing
One mis-commanded move is a six-figure wafer scrap event.
Scope a fab pilotStandardsSEMI S2/S8 · ISO 14644 (cleanroom) · IEC 61508
Pain
Contamination zones. Extreme-precision handoffs. Cross-vendor SCARA + 6-axis coordination in cleanroom envelopes.
Use cases
- Fab tool tending
- Cleanroom material handoff
- Wafer-cassette transport coordination
AMR + manipulator fleets sharing dynamic floorspace with humans.
Book a logistics walkthroughStandardsISO 3691-4 · ANSI/RIA R15.08 · ISO 10218-2
Pain
Humans and AMRs sharing mutable zones. Dynamic pick locations. Near-misses the WMS never sees because intent isn't logged.
Use cases
- Dense AMR + manipulator coordination
- Cross-dock handoffs
- Human-shared aisle operation
Aseptic isolators where one bad trajectory voids the batch.
Walk through a GMP audit trailStandardsEU GMP Annex 1 (2023) · 21 CFR Part 11 · ISO 14644 · ISO 10218-2
Pain
GMP audit reviewers ask for machine-readable intent, not just outcome logs. Cross-vendor isolator robotics, glovebox handoffs, and tray transports are still glued together with PLC interlocks and tribal knowledge.
Use cases
- Aseptic fill-finish line robotics
- Isolator glovebox handoffs
- Vial-tray transport between sterilizer and capper
- Batch-record stitching from kernel audit log
Dry rooms where a dropped cell is a fire-suppression event.
Scope a gigafactory pilotStandardsIEC 62619 · UL 9540A · NFPA 855 · ISO 10218-2
Pain
Sub-1% RH dry rooms, electrolyte fill stations, and thermal-runaway propagation paths leave no margin for a probabilistic policy. Stack, weld, and pack lines mix vendors that never share an interlock contract.
Use cases
- Electrode stacking and tab-welding cells
- Electrolyte fill robotics
- Formation-rack handling and rotation
- Pack-assembly cobot stations
Multi-robot motion on parts that take six weeks to recur.
Talk to our aerospace leadStandardsAS9100D · NAS 412 · ISO 10218-2 · IEC 61508
Pain
Coordinated AFP / ATL crawlers on the same fuselage section. Drilling and fastening on wing skins where any phantom retract scraps a part with a multi-week lead time. AS9100 traceability per fastener.
Use cases
- Multi-robot AFP / ATL on fuselage barrels
- Drilling and fastening of wing skins
- Autoclave loading and unloading coordination
- Paired-arm composite layup
Allergen segregation and washdown that the WMS never models.
Walk a hygienic-zone scenarioStandardsISO 22000 · FDA 21 CFR 117 · EHEDG hygienic design · ISO 10218-1
Pain
Hygienic-zone segregation between allergen and non-allergen lines. Daily wet washdown breaks routing assumptions. Cross-contamination rejects a full shift; nobody sees the near-misses because intent isn't logged.
Use cases
- Cross-line case-packing across allergen-segregated SKUs
- Washdown sequencing across cobots and conveyors
- End-of-arm-tool changeover for multi-recipe lines
- Pick-and-place with hygienic-zone enforcement
See SafeKernels in your environment.
We tailor the demo to your vendor mix and cycle time.