Industry 5.0,on the floor.
An operational intelligence platform for industries that build with their hands. An ontology-led approach to Industry 5.0, retuned for the floor.
Compressor cluster
−12.4%
Plant 04 · 12.4% under baseline mtd
Combi oven #07
T−19d
Compressor drift detected · forecast 19 days
FSMS variance
Live
Drafting QA report for line 2
Lucknow · UP
26.84°N
Live across 14 properties
02Thesis
02/08
03Solutions
03/08
Six capabilities.One operating system.
Each module runs alone or with the others. Measured against operational metrics — not vanity dashboards.
Operational Ontology
One model of the operation.
A living object graph fused from sensors, machine telemetry, ERP, BMS, POS, HR and the operator's own voice. Not a dashboard — the model the whole company can reason on.
Agentic Workflows
Reasoning, not reporting.
Reasoning agents that act on the ontology — flag a failing combi oven before service, re-route a chiller load when grid tariffs spike, draft an FSMS variance back to the QA lead. Humans approve; the agent does the boring work.
Predictive Maintenance
Failures called weeks before service stops.
Industrial-grade telemetry on assets running sixteen-hour shifts — bearings, compressors, hoods, robotic cells. Failure modes called weeks before service stops, not after.
Energy, Utility & Emissions
Lower bills, lower carbon, audited.
Real-time tracking of power, gas, water, refrigerant — with automated tariff optimisation, scope-2 carbon ledgering, and bill-reduction targets the CFO can audit.
Hygiene, Safety & Compliance
The clipboard, retired.
Digital audits, temperature logs, FSMS / ISO / GMP workflows — replacing the clipboard with a tablet that knows what to ask, when to escalate, and how to close the loop.
Decision Intelligence
Decisions, not reports.
Plate-level P&L, line-level efficiency, brigade-level performance — modelled on the ontology, served as decisions rather than reports. The CFO and the line lead read the same number.
04Industries
04/08
Where intelligencemeets industry.
Three deployments.
One operating model.
Hospitality
Hotels, restaurants, and venues that run on intelligence.
Brigade
Shift-aware workflows for the line lead, the chef, and the maintenance engineer. Multilingual on the floor by default.
Plate
Plate-level P&L and recipe intelligence — the same number the CFO and the chef read.
Asset
Equipment ontology across ovens, chillers, hoods, and gas lines. Failure modes called before service.
Manufacturing
From sensor to insight, on the factory floor.
Quality
Computer-vision defect detection and statistical process control on every shift.
Throughput
Bottleneck modelling and predictive scheduling to lift OEE without capex.
Energy
Plant-level consumption analytics and load shifting against tariff windows.
Institutional & F&B
Scale operations, sovereign data.
Sovereign
Air-gapped, on-prem, and sovereign-cloud installations. Data resides in the customer's jurisdiction.
Compliance
FSMS, ISO, GMP and regulator-grade evidence — generated continuously, not reconstructed at audit.
Multilingual
Hindi, Tamil, English, and beyond — the language a workflow runs in is the operator's choice, not ours.
05Voices
05/08
Operators who runon Kerning.
Kerning AI completely transformed how we handle content and client workflows. What used to take days now happens in minutes. It feels like we've added a 10× smarter team member without adding headcount.
Payton Hillman
Director of Operations
From automated reservations to guest feedback analysis, Kerning AI helped us reduce human error and boost efficiency. It's like having a silent operations wizard behind the scenes.
Max Johnson
General Manager
We plugged Kerning AI into our daily marketing ops and never looked back. Campaigns run smoother, reporting is instant, and our team finally has time to focus on strategy instead of spreadsheets.
Chloe Wilson
Head of Marketing
06Presence
06/08
Three regions.One operating cadence.
Engineering, deployment, and partnership across the EU, US and APAC.
Leiden
Schipholweg 13, 2316 XB Leiden
Atlanta
1445 Woodmont Ln NW #1381, Atlanta GA 30318
Lucknow
Besides Phoenix United, LDA Lucknow, UP 226012
07Insights
07/08
Field notes from
the operating layer.
Transform Your Business with AI Consulting Expertise
A practical playbook for moving from AI curiosity to measurable operational impact — without breaking what already works.
Smart Energy Management — AI's Answer to Rising Kitchen Costs
Commercial kitchens are energy-dense by design. AI gives operators a continuous lens on where every kilowatt goes — and where it shouldn't.
AI-Powered Hygiene & Compliance — Safeguarding Every Plate
Inspection is a snapshot. With computer vision and smart sensors, hygiene becomes a continuous signal — and the audit becomes ambient.
08Contact
08/08
Let's buildthe flow.
A 30-minute call to map where AI fits in your operation — and where it doesn't yet.