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LIVE WEBINAR

Introducing AURA AI: Now Inside TilliT MES

Monday, 15 June 2026 · 10:00 AM CET - 11:00 AM CET

AURA is an autonomous discovery engine that runs continuously on your manufacturing data. It forms its own hypotheses, writes the queries, investigates and delivers ranked findings, every shift, every role, every site.

  •  AURA runs its own investigation cycles. You get scheduled or on-demand insights. No queries to write
  •  Every finding shows its working: data queries, intermediate results, reasoning, confidence score. Zero black-box claims
  •  Five specialist agents (Maintenance, Operations, Quality, Planning, CI) read the same data through their own lens simultaneously
  •  Runs in your TilliT MES tenant. Single sign-on, role-based access, read-only connectors. Data never leaves your boundary

Book your slot now

See AURA in action: real TilliT MES, real production data

See the live screenshot of AURA inside TilliT MES

If you run MES with 50–5,000 employees, you've probably lived these.

The hidden cost of insights your team didn't have time to find.

 

~100 investigations a week. Three get done.

Every shift generates millions of events. Analysts surface 3–5 findings a week. The other ~97 never start.

Pattern identified too late

The average cross-system investigation takes 40 hours. By the time the finding lands, the machine has already failed.

Inventory imbalances cost you both ways

Excess stock ties up cash. Stockouts stop production. Both happen simultaneously, and go undetected for weeks.

Supply risk invisible until it's a problem

Supplier trends live across QMS, procurement and WMS. Nobody joins the dots, until a non-conformance cluster shuts down Line 3.

How does AURA compare to traditional manufacturing analytics?

Same TilliT MES, same data, fundamentally different coverage and speed.

Task Before AURA AI After AURA AI
Investigations per week ❌ 3–5 (analyst-dependent) ✅ ~100 autonomous, continuous cycles
Time to a cross-system finding ❌ 40 hours of skilled analyst time per investigation ✅ One discovery cycle. Findings ready in minutes
Evidence behind a conclusion ❌ A slide deck, a month later, no SQL, no audit trail ✅ Evidence Notebook: full SQL, intermediate results, reasoning, confidence score
Role context ❌ One report fits all - generic dashboards ✅ Findings per role - Operations, Quality, Plant, Maintenance, CFO
Auditability ❌ Black-box analytics - "trust the model." ✅ Every step inspectable; analysts can challenge inline; exports as PDF
CFO line of sight ❌ Operational improvements detached from financial impact ✅ Investment Priority Ranking - every finding in € recoverable, payback in months

Six purpose-built discovery areas. One for each area of your production process

Each powered by a dedicated AURA agent reading live TilliT MES data

Asset Performance

Know your true OEE before the next shift

Autonomous degradation tracking and pattern detection, across every asset, every line.

  • → OEE degradation & downtime detection
  • → Pre-failure anomaly surfacing
  • → Planned vs. unplanned downtime pattern detection

Work Order Management

Improve your TilliT MES work orders

Cycle-time deviations, delay patterns and labour utilisation, found autonomously.

  • → Cycle-time deviations & delay patterns
  • → Labour & resource utilisation
  • → Recurring delay pattern identification

Quality Management

Catch risks before they reach supply chain

In-line defect trends, batch traceability and supplier quality, all in one discovery cycle.

  • → Defect trends & batch traceability
  • → Full batch traceability investigations
  • → Supplier quality per material lot

Operations Excellence

Leverage your CI programs with AURA

Bottlenecks, shift comparisons and improvement opportunities.

  • → Bottleneck & shift-performance findings
  • → Shift-level performance comparisons with statistical root cause
  • → CI ranked by recoverable revenue

QUALITY DEVIATIONS

Quality deviations, surfaced proactively

SOP drift, sampling gaps and machine-to-machine variation, flagged before they reach the customer.

  • → Quality deviation findings with recommended corrective actions
  • → SOP conformance gaps and sampling process anomalies, linked to other events (e.g. maintenance)
  • → Variation analysis across machines, SKUs, shifts and other factor

Your 10% Low-hanging Fruit

See which wins are in your enterprise

The CFO Investment Priority Ranking — every finding ranked by recoverable revenue in €/$.

  • → Cross-module correlation surfacing: MES × IBP × QMS × ERP in one finding
  • → CFO Investment Priority Ranking
  • → Evidence notebook with full SQL audit trail, exportable as PDF

Results already achieved on TilliT MES

AURA AI is built to accelerate every one of these outcomes further.

~100

investigations per week

per site, run autonomously vs. 3–5 without AURA

 

40h

analyst time saved

per cross-system investigation - typical site benchmark

5

specialist agent lenses

Ops · Quality · Maintenance · Planning · CI running simultaneously
 

 

1h

to first finding

for existing Roima customers, enable a feature flag, first cycle same afternoon
 

 

What you will see in 60 minutes

Every session is a live demo on real TilliT MES data. No slides, no theory.

0:00 – 0:05

Context: why AURA AI and why now

~100 investigations a week your plant won't run today, and why that gap exists even with a full analytics team.

Live
0:05 – 0:15

How AURA works inside your TilliT MES

The four-stage discovery cycle: Scan → Hypothesise → Investigate → Report. What runs autonomously, what you review.

Live
0:15 – 0:25

Live demo: Discovery Board

Cycles in flight, cards moving Pending → In Progress → Complete on a live customer TilliT MES tenant.

Live Demo
0:25 – 0:35

Live demo: Findings + Evidence Notebook

Every claim with SQL, confidence score, role routing and recommended action — full audit trail on screen.

Live Demo
0:35 – 0:45

CFO view: Investment Priority Ranking

Recoverable revenue in € — ranked and attributed to specific findings on your own TilliT MES data.

Live Demo
0:45 – 0:50

AURA roadmap: what is coming next

2026 NOW: autonomous recommendations. 2026 Q3: real-time recommendations. 2027+: closed-loop execution.

Live
0:50 – 1:00

Live Q&A

Ask anything. All questions also answered in the follow-up resource pack sent to every registrant.

Q & A

Your hosts

Tiago Griffo

Director APAC, TilliT

Contact me

APAC

Contact Tiago Griffo
 
Aki Kössilä

Product Director - TilliT

Contact me

Finland

Contact Aki Kössilä
 
Rafael Amaral

CTO, TilliT

Contact me

Nordics

Contact Rafael Amaral
 

FAQs

Is AURA a chatbot?

No. AURA is an autonomous discovery engine. It runs cycles continuously, generates ranked findings, and shows its working in the Evidence Notebook. You review findings; you do not write queries or chat with a model.

How do I interact with AURA?

Through the Discovery Board and Findings, inside your TilliT MES tenant. Every cycle runs autonomously; you review the ranked investigations, drill into the Evidence Notebook, and provide feedback (factual / already known / obvious / new) which tunes future cycles.

Can I audit how AURA reached a conclusion?

Yes. Every finding exposes the full SQL it ran, intermediate results, reasoning steps and operator-log comments. Auditable at 90% or 60% confidence; analysts can challenge any step inline; exports as a PDF report.

Will AURA work on my existing TilliT MES deployment?

Yes. AURA Core is a feature flag on the Roima shell, enable it on your existing tenant. No procurement cycle required.

Where does AURA run? Does my data leave the tenant?

AURA runs inside your TilliT MES / Roima tenant. Read-only connectors by default. No data leaves your boundary. SSO, bearer-token auth, per-region deployment.

Does AURA train on my data?

No. You own your operational data and your AURA configuration. AURA does not train on your data without explicit consent.

Is the webinar recorded?

Yes. All registrants receive the recording and a summary of Q&A within 24 hours of the live session.

Explore TilliT

Dive deeper into what matters most to you

Customer cases

A leading global beverage manufacturer ran a structured evaluation against enterprise MES vendors, and chose TilliT on speed, configurability, scalability, and AI scheduling.

Explore customer cases

 

Compliance & traceability

Full batch traceability, electronic records, automated audit trails. FDA 21 CFR Part 11 alignment. HACCP and GMP support built in.

Explore compliance

 

How TilliT works

Cloud-first, as-a-service. No-code configuration by your ops team. Edge-enabled for machine connectivity. ERP-integrated to keep everything in sync.

Explore how TilliT works

 

Industries we serve

Purpose-built for food & beverage, CPG, industrial, electronics, and pharmaceutical. 50–1,500 employees, one or more sites.

Explore your industry

 

See AURA AI live, in your TilliT MES.

Monday, 15 June 2026 · 10:00 AM CET - 11:00 AM CET · Live demo on real data · Live Q&A