The AI twin of your shop floor

It sees the work, knows your operation and checks every step.

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It sees what you see

Point a phone or any factory camera at the work. Irris reads the gauge, spots the wrong part and tells you in one sentence.

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Your data

It knows your operation

Connect Postgres, drop in manuals and SOPs, stream from any machine. Teach it once. Every answer cites its source.

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Procedures

Every step. Checked.

Irris follows the SOP with you, flags a deviation the moment it happens and writes the batch record as you work.

SOP-114 · Cover assemblyRev C

Isolate power and lock out
Fit gasket G-12, lip facing out
Place cover on the dowels
Torque bolts to 12 N·m (11.5–12.5)
Leak test at 2 bar for 60 s
Label with the batch number
Photograph and sign off

Batch record B-1042Live

Run a procedure Import your SOPs

IRF 1.0

One standard for any data

A reading, a database row, a manual. The same small envelope holds all of them. Send yours as it is.

{
  "type": "reading",
  "source": "line-3/plc",
  "subject": "asset:press-7",
  "time": "2026-11-02T08:15:00Z",
  "data": { "value": 182.4, "unit": "C", "cycle": 4410 }
}

{
  "type": "row",
  "source": "postgres://mes/work_orders",
  "id": "WO-88213",
  "subject": "batch:B-1042",
  "data": { "status": "released", "qty": 240, "line": 3 }
}

{
  "type": "document",
  "source": "upload",
  "title": "SOP-114 Cover assembly",
  "text": "4. Torque the six M8 bolts to 12 N·m…",
  "data": { "page": 3, "rev": "C" }
}

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API and MCP

Built for developers

A REST API and an MCP server. Your agents get the same twin your team does.

# Send anything
$ curl $IRRIS_URL/api/v1/ingest \
    -H "Authorization: Bearer $IRRIS_KEY" \
    -d '{"type":"event","subject":"asset:press-7","text":"E-stop on cycle 4410"}'

# Ask about it
$ curl $IRRIS_URL/api/v1/ask \
    -H "Authorization: Bearer $IRRIS_KEY" \
    -d '{"message":"Why did press 7 stop this morning?"}'

{
  "mcpServers": {
    "irris": {
      "type": "http",
      "url": "https://<your-irris>/mcp",
      "headers": { "Authorization": "Bearer <IRRIS_KEY>" }
    }
  }
}

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