Robin Lis
Robin Lis
In modern manufacturing, we aren’t suffering from a lack of data. We’re suffering from a lack of time.
Most maintenance teams are trapped in a cycle of chronic reactive firefighting. Because the analysis process is slow, issues are only addressed after they've occurred. This leads to recurrent downtime, operational blindness, and reliance on guesswork that leaves the business susceptible to high-cost failures.
Organizations often spend days trying to figure out what happened while the floor suffers from the same recurring issues. By the time the root cause is identified, the damage to Overall Equipment Effectiveness (OEE) is already done, and productivity takes a hit.
That changes today with AI Insights from L2L.
AI Insights is a new functional manufacturing intelligence layer within L2L’s Connected Manufacturing Operations Platform, designed to move manufacturing maintenance operations from reactive firefighting to proactive prevention.
The key benefits: Data with a purpose
By moving AI-powered intelligence directly onto the shop floor, AI Insights delivers four transformative benefits:
- Instant data synthesis and risk triage: Eliminate manual data collection. Answer complex operational questions in seconds so management can focus on the highest-impact risks.
- Maximize labor and asset efficiency: Ensure your finite labor resources are deployed where they matter most to drive measurable improvements in OEE and MTTR.
- Shift from reactive to proactive maintenance: Use data to move away from reactive repairs. Strategically schedule high-risk interventions and drive continuous improvement before the machine stops.
- Eliminate guesswork and drive decision confidence: Stop guessing and start knowing. Identify failure patterns reliably and gain the confidence to invest resources where they will have the most return.
Breaking the analytical bottleneck
AI Insights isn't another dashboard. It's an AI-powered manufacturing intelligence layer that eliminates the analytical bottleneck.
At the heart of this feature are default Lenses, which are pre-configured queries that synthesize data into quick summaries and provide immediate, actionable recommendations for improvement.
Our initial launch includes nine powerful Lenses that can be used by plant managers, maintenance supervisors, and technicians to improve their operations.
9 default Lenses: Your new window into the shop floor, for every stage of the shift
Whether you are a Technician looking for a root cause, a Supervisor triaging a busy shift, or a Manager auditing a PM program, AI Insights provides the specific Lens you need to stop firefighting and start winning.
The "fix it for good" Lenses
Use these lenses for root cause analysis, when a machine is down, or a repair isn't holding.
Machine Analysis Lens: Stops the guesswork during breakdowns. It quickly diagnoses root causes for common failure modes and recommends the next best action to get assets up and running faster.
Failure Pattern Analysis Lens: Exposes chronic unseen issues. By showing the full story of recent performance, it prevents technicians from repeating ineffective repairs that only mask the symptoms rather than addressing the root cause.
The "continuous improvement" Lenses
Use these lenses to optimize your maintenance program and your budget.
PM Effectiveness Lens: Audits your Preventive Maintenance (PM). It identifies whether your scheduled work is actually preventing failures or if you’re vulnerable to preventable downtime.
OA Impact Lens: Instantly identifies the why behind your Overall Availability (OA) numbers by synthesizing data into a diagnostic summary of your biggest productivity killers.
Spare Parts Consumption Lens: Bridges the gap between maintenance and inventory. It aligns your stock with actual failure rates to minimize stock-out risks while identifying wasteful part usage.
The "daily" Lenses
Use these lenses to triage the floor in the first 15 minutes of your shift and stay up to date as your shift goes on.
Dispatch Summary Lens: The ultimate shift-starter. It provides technicians and managers with an at-a-glance briefing of active workloads, highlighting exactly what needs immediate attention during high-pressure shifts.
Plant Pulse Check Lens (coming soon!): A high-level summary for plant managers. It flags departments with excessive downtime and ensures safety/compliance protocols are being followed.
Area Pulse Check Lens (coming soon!): Aggregates tickets (Material, Custodial, Code Red) into a heatmap to help supervisors see where technicians are needed most.
Line Pulse Check Lens (coming soon!): Helps supervisors identify micro-stops where a line is running but failing to meet target rates, ensuring prolonged downtime is prevented.
Ready to see AI Insights in action?
Join us at 12:00 PM ET on March 31 as we unveil Insights and take a deeper dive into how AI Insights can transform your shop floor.
The future of the shop floor is proactive
L2L is the Connected Manufacturing Operations Platform built by manufacturers, for manufacturers. Since 2010, we’ve been on a mission to eliminate the operational, systemic, and human blockers that stall production. By unifying the shop floor and digitizing frontline guidance, we make plant-floor issues visible, solvable, and preventable.
