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$73.4K a month was being credited to the wrong channel

Matomo sessions joined to Stripe payments, cross-device assists recovered, and true ROAS at 4.12x where the ad platforms reported 2.8x.

Why Block 4B's rice yield came in 14% under target

Soil, nutrient and weather series read together, a potassium drop at day 45 named as the cause, and the same signature checked across every other block.

A feeding plan per tiger, from health and activity data

Weight, activity, enclosure temperature and keeper notes turned into individual schedules, with an alert when an animal drifts off its curve.

Cable survey readings processed while the crew was still on site

Readings stream from the MRT station works, get validated against the survey plan, and reach the client report the same afternoon.

47 trucks rerouted while they were still moving

GPS traces, traffic and weather become live route changes, fuel efficiency per vehicle, and an SMS to every customer whose window slipped.

Every incident past its four-hour SLA, escalated by name

The queue is swept, ranked by blast radius, paged to the senior engineer who owns the system, and summarised into the response channel.

Line 3's next failure, booked into the maintenance window

Vibration and temperature history read as a failure curve, then a work order raised and scheduled around the production plan.

Every shipment two days past ETA, found before the customer called

The tracking feed is swept each morning, the delay report written, the channel updated and the lane manager emailed.

Six vendor contracts ranked before the renewal meeting

Cost efficiency, service quality and response time pulled from contract and ticket history into one Q4 ranking, with a call on each vendor.

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Learn how Nucleus AI powers enterprise workflows across different industries.

Explore example workflows, powered by Nucleus

Our Q4 campaigns across Google AdWords and Facebook are showing inconsistent performance. Can you analyze our Matomo user data and Stripe revenue to optimize our advertising spend and improve attribution?

Ad Performance Tracking

Why is rice yield forecast low in Chiang Mai Block 4B this season? I need to understand what went wrong and prevent it from happening in other blocks.

Agriculture Yield Analysis

I need to optimize our tiger feeding schedules based on their health data, activity patterns, and environmental conditions. Can you analyze the data and create personalized feeding plans?

Dynamic Feeding Schedules

Our field engineer is starting underground cable detection at the new MRT station site. I need real-time data collection and immediate processing so we can update the client today.

Real-Time Field Data Collection

Our delivery trucks are consistently running late and fuel costs are through the roof. Analyze our GPS tracking data, optimise routes and automatically update customers when delays happen.

Intelligent Fleet Optimisation

Are there any critical incidents that have been unresolved for more than 4 hours. Escalate to senior engineers and update our incident response channels.

Critical Incident Response

Our production line 3 has been experiencing unexpected downtime. Can you analyze our equipment sensor data, predict potential failures, and automatically coordinate maintenance schedules to prevent costly production stops?

Predictive Maintenance

Check if any shipments have been delayed more than 2 days past ETA. Update chat channel and email relevant managers.

Shipment Delay Management

I need a comprehensive vendor performance analysis for our Q4 contract renewals. Focus on our top 10 vendors and include cost efficiency, service quality, and response times.

Vendor Performance Analytics

We will build a workflow against your systems and show you how it works.

Bring us the workflow you keep doing by hand

Every workflow, in one place

Production-ready automation workflows, each driven by a custom LLM trained on Nucleus. See the prompt that started it, the systems it connected to, the decisions it made, and the actions it took.

Automation workflows, powered by Nucleus

What Nucleus-powered models delivered

Pick a sector and see what a Nucleus-powered model delivers

Nucleus-powered models connect to the products enterprise teams already use: the workplace suite, chat, mail, files, CRM, ERP, work tracking, knowledge, data and support.

Models that reach the tools teams already have

Our delivery trucks are consistently running late and fuel costs are through the roof. Analyse the GPS tracking data, optimise routes, and update customers when delays happen.

The ask

The model identifies the systems it needs before it touches any of them: Google Maps and OpenStreetMap for position and traffic, AccuWeather for conditions, MQTT for fuel telemetry, Twilio for customer notices, HubSpot for delivery preferences.

The plan

47 vehicles across six zones, 312 active deliveries, 23 delayed routes and 8 traffic bottlenecks costing $2,400 a day. Routes rewritten, and an SMS to every customer whose window moved.