Two layers. One calm view of your plant.

A monitoring layer that watches everything, an intelligence layer that explains it, and your team in charge of every decision.

Monitoring layer

Watches everything, all the time, so your team doesn't have to.

Agents that watch, around the clock.

Give each part of your plant its own AI watcher with one job: seals, cleaning cycles, energy or quality. Each agent learns its patch of the plant and speaks up only when something needs a person.

Seal watch

Advisory

Keeps seals strong on the fillers

Watching 412 signals

Slow drift on Line 2

CIP watch

Watching

Checks every cleaning cycle

Watching 186 signals

All normal

Energy watch

Watching

Tracks energy by machine and shift

Watching 240 signals

All normal

Quality watch

Watching

Links rejects to their cause

Watching 95 signals and 3 cameras

Linked to Seal watch

Simulated data

Early warnings, before the alarm.

Sovorix learns what normal looks like for each machine and notices drift before a limit is crossed. You hear about problems while they're still small and cheap to fix.

Jaw temperature, Filler F2

Simulated data

Sees what sensors can't.

Sovorix links what your existing cameras see to what your process is doing, minute by minute. A wrinkled seal on camera and a cooling jaw on the trend become one story, not two.

Camera 3, seal inspection3:42 AM

Wrinkles found: 3 in the last 1,000 pouches

Simulated data

Intelligence layer

Understands what it sees, and explains it in plain words.

Alerts that explain themselves.

Every alert says what changed, why it matters and what to check, with the evidence attached. Fewer surprises, more answers.

What changed: The sealing jaw on Filler F2 has cooled by 1.8 °C over 40 minutes.
Why it matters: Seals made on a cooling jaw can wrinkle or leak. It's still above the alarm limit, so no alarm would fire.
What to check: Heater cartridge contact on the sealing jaw.

Simulated data

Knows the physics.

Sovorix checks readings against how your process should behave: heat, flow, mass balance. That's how it tells a real problem from a noisy sensor.

Physics check

Expected jaw temperature152 °C

Actual148 °C

Heater power95%

The heater is working harder than usual, but the jaw isn't getting the heat. That points to the cartridge, not the sensor.

Simulated data

A page for every machine.

Every machine, part and line gets a living page: live readings, history, documents, open issues and how it connects to everything else. Behind it sits a knowledge graph, which is a connected map of your plant: every machine, part, signal, document and event, and how they relate.

Drag to move around. Select any item to open its page.

Simulated data

Ask your plant.

Ask questions in plain words and get answers based only on your plant's own data. No code, no dashboards to build first.

Charts on demand.

Describe the chart you need. Sovorix picks the right signals and builds it.

Seal temperature vs rejected pouches, last 7 nights

These answers are scripted for the demo.

Seal temperature vs rejected pouches, last 7 nights

Rejects have risen to about 3 per 1,000 tonight, as the jaw runs cooler. The other six nights stayed near 0.4.

Simulated data

Finds the root cause.

Sovorix connects signals, camera evidence and history to show the most likely cause, and the evidence behind it. You can follow the evidence on the machine's map.

Simulated data

Recommends the next step.

Sovorix suggests what to do, when to do it and what it costs to wait, using your own procedures.

Suggested next step

Hold line speed at 96% (115 pouches a minute) until 7:00 AM. Replace the heater cartridge in the planned 7:00 AM window.

Why: The jaw is losing heat at the cartridge. A slower line gives each seal more time on the jaw.
Cost of waiting: If the drift continues, rejects keep rising and the jaw could reach the alarm limit before morning. On Line 1 in March, the same pattern led to a 3-hour stop.
Based on: Your procedure for seal temperature drift, section 7.4

Simulated data

Shift briefs, written for you.

Every shift ends with a clear summary: what happened, what was caught and what's pending. The next shift starts informed.

Night shift brief, Line 2

Caught early: Slow seal temperature drift on Filler F2, flagged at 3:41 AM.
Done: Line speed held at 96% from 3:48 AM. Heater cartridge replaced at 7:00 AM; the fix took 20 minutes.
Result: No unplanned stop. Rejects back to normal by 7:30 AM.
Pending: Check the Line 1 cartridge, fitted from the same batch.

Simulated data

Action and trust

People decide. Every decision is on the record.

Nothing changes without a yes.

Every action needs a named person's approval. In a first deployment, Sovorix never touches your controls: it tells people what to change, and they change it.

Approval needed

Approver: Shift supervisor

Hold Line 2 at 96% speed until 7:00 AM, then replace the heater cartridge.

Sovorix doesn't change the line itself.

Simulated data

A receipt for every decision.

What was suggested, the evidence, who approved it and when, recorded so it can't be quietly changed. Anyone can check a receipt.

Receipt R-2041

Suggested: Hold Line 2 at 96% speed. Replace heater cartridge at 7:00 AM.
Evidence: Jaw temperature drift, 3 camera detections, Physics check, Line 1 incident (March)
Approved by: Meera, shift supervisor
Approved at: 3:47 AM
Applied by: Line 2 operator
Applied at: 3:48 AM
Sealed at: 3:48 AM

Verified. This record hasn't been changed since 3:48 AM.

Simulated data

Work orders, drafted.

An approved recommendation becomes a ready-to-go work order for your maintenance team, with the evidence and the procedure attached.

Draft work order

For: Arjun, maintenance
Task: Replace the heater cartridge on Filler F2's sealing jaw.
When: 7:00 AM planned window
Parts: Heater cartridge (1)
Linked: Manual 7.4, receipt R-2041

Simulated data

Right people, right access.

Each person sees and approves only what their role allows. A shift supervisor approves line changes; a maintenance lead owns work orders.

Runs inside your plant.

On your servers, even with no internet connection. Your data never leaves.

Where to start

Cleaning cycles (CIP)

This is our pilot

Cleaning cycles are set for the worst case, so most run longer than they need to. Sovorix watches every cycle and shows where time, water and chemicals could be saved, for your quality team to confirm. We agree the number, and how we'll measure it, before we start.

Quality
Connect defects to what the process was doing when they happened.
Reliability
Catch wear early and fix it in a planned window, not a breakdown.
Energy
See where energy goes, machine by machine, shift by shift.

See it on one of your lines.

Book a pilot

Opens an email to Udayan, our co-founder.udayan.pawar@artpark.in

Two layers. One calm view of your plant.

Agents that watch, around the clock.

Early warnings, before the alarm.

Sees what sensors can't.

Alerts that explain themselves.

Knows the physics.

Physics check

A page for every machine.

Ask your plant.

Charts on demand.

Finds the root cause.

Recommends the next step.

Suggested next step

Shift briefs, written for you.

Nothing changes without a yes.

Approval needed

A receipt for every decision.

Work orders, drafted.

Right people, right access.

Runs inside your plant.

Where to start

Cleaning cycles (CIP)

Quality

Reliability

Energy

See it on one of your lines.