Platform AI Connect
Module · Integration

Connect AI safely to your factory.

An AI and MCP integration layer that lets assistants read your industrial systems through governed connectors — read-only copilots first, approval-based actions later.

What it covers

A governed bridge between AI and your systems.

MCP connectors
Standardised connectors for ERP, MES, SCADA, lab systems (LIMS) and databases.
Industrial AI assistants
Assistants grounded in your real data — not guesses — for quality, operations and maintenance.
Natural-language reporting
Ask for a report in plain language; get an answer backed by the underlying records.
Secure AI access to company data
Scoped, permissioned access with a full audit trail of what was read and by whom.
Read-only first, actions later
Start with safe read-only copilots; graduate to approval-gated actions when you’re ready.
Sensors, APIs & documents
Integrate live sensor feeds, third-party APIs and document stores into the same layer.
Architecture

Every connector, under control.

AI Connect exposes your systems through MCP with explicit scopes and logging — so an assistant can answer from SCADA or the ERP without ever holding the keys to the kingdom.

Per-connector scopes and permissions
Full audit log of AI reads and actions
Approval gates before anything is written
ai-connect · connectorsGoverned
Frappe framework
Orders · stock · accounting
read-only
MES / SCADA
Line & machine signals
read-only
Lab / LIMS
Results · methods
read-only
SQL databases
Historian · legacy
read-only
Write actions
Approval required
gated
Outcomes

AI you can actually trust on the floor.

01
Grounded answers
Responses are tied to real records, with the source one click away.
02
Security by design
Scoped access and audit logging mean AI never becomes a back door.
03
Adopt at your pace
Begin read-only, expand to actions only when governance is proven.
One platform

Explore the rest of the suite.

Book a demo

See KlearCtrl on your own factory.

A 30-minute walkthrough mapped to how your teams work today — no production data required.

No production data required · Hosted or on-prem