Quintic Labs introduces
World Engine IQ
See what a choice will cost you before you commit a dollar.
World Engine IQ learns to interpret the records you already keep, from orders and hours to claims and shipments, and shows the cost of a choice while you can still change it.
Poor-quality data costs the U.S. economy trillions every year. World Engine IQ puts yours to work, learning in real time how your customers, your sales pipeline, and the sectors that matter to you are behaving.
WE recommend. You decide. World Engine IQ sees the outcome coming.
Events
Behavior
Outcome
Events lead to behaviors. Behaviors lead to outcomes.
WE read the events. WE see the behavior. You change the outcome.
World Engine IQ
What does a choice really cost?
$3.1 trillion a year
That is IBM's estimate of what poor-quality data costs the U.S. economy. Every company pays its share, in the time, money, and decisions spent working around information it cannot fully trust.
Source: IBM, reported in Harvard Business Review, 2016.
Twenty years of data. Sitting in the attic.
You paid to collect it, protect it, and store it. Now it pays you back.
Then AI arrived, mostly as language models that are frozen the moment they are trained and grow stale the minute they ship. Quintic Labs built something different: one system, one company. World Engine IQ combines what your people have learned over the years with how your data actually behaves.
It shows three behaviors while you can still act: how your own company is behaving, how your customers are behaving, and how your competitors are behaving.
Customers · Products · Equipment · Vendors · Processes · Competitors
A company entering a sector for the first time sees the pattern before it spends. A company protecting its bottom line sees the cost before the money is gone.
The anatomy of a choice
Every decision your company has ever made can be taken apart with four questions.
What did you know at the time?
The orders, calls, payments, and records that existed the moment the choice was made.
What didn't you know?
The signals that were already there, quietly forming, that nobody could see yet.
What do you know now?
How it actually turned out: the loss, the delay, the lapse, or the margin you kept.
What would have changed the choice?
The earliest moment the outcome could have been seen, while it could still be changed.
World Engine IQ asks these four questions of your entire history, one decision at a time. It judges each one using only what was known then, never peeking at what came after. It learns which early signs led where, then watches today's decisions for those same signs while there is still time to act.
Hindsight is free. Foresight is what we build.
One platform. Every behavior that matters to your business.
The World Engine IQ Decision Platform learns from your own history: orders, claims, service calls, shipments. It puts what it sees in front of the people who decide, every day.
The engine recommends. You decide.
World Engine IQ Decision Platform
An ongoing subscription that connects to the systems you already run, learns how your business behaves, and shows your team what a choice will cost before anyone commits a dollar.
- Your own World Engine IQ portal. One screen your team logs into each day.
- A daily brief on what your business learned today.
- Early warnings with the reason attached: Watch, Near limit, or Clear.
- A decision check that shows what a choice is likely to cost, figured from your own records.
- A replayable record. Same record in, same judgment out, every judgment logged.
- Read-only connection to your existing systems. Nothing changes in anyone's day.
- Hosted, in your own cloud, or fully offline. Your choice.
- Implementation by our team, from first mapping to go-live.
Pricing depends on your systems, your data, and how you deploy. We will quote after a short call.
Industries we serve
Three industries where years of records sit unused, and where seeing a cost early changes the outcome.
Cold storage & refrigeration
See the failing unit before the emergency call and before the product is at risk.
Explore cold storageFinance & insurance
See which accounts and claims are drifting toward a costly outcome while there is still time to act.
Explore finance & insuranceShipping & logistics
See where equipment will sit idle before you dispatch it there.
Explore shipping & logisticsFrom your records to an earlier decision
Nothing to install on the floor. Nothing changes in anyone's day.
- 1
Map the records
We read the structure of your systems, read-only. Your data is never moved or changed.
- 2
Fix the purpose
Before any result, we agree in writing on the one decision and the one outcome that matter.
- 3
Learn your history
The engine learns from your past, then is tested on a stretch of time it has never seen.
- 4
Decide earlier
You see what a choice is likely to cost before you commit. The engine recommends. You decide.
What you get from World Engine IQ, and from no one else
World Engine IQ is the first decision engine built on Reality-Native Decision Architecture. It learns on its own, evolves in real time, and every judgment it makes can be audited.
AI is here to stay. The companies pulling ahead are the ones whose data learns.
Complete
It reads all your records together: orders, service calls, temperature logs, claims, payments. Most tools watch one system. World Engine IQ sees how they move together.
Real time
Every new record is judged as it arrives, so the warning reaches you while the decision can still be changed, not in next month's report.
Always learning
No one has to retrain it. What it learns keeps building and is never wiped and started over, so it gets sharper about your business every month.
Forecasting, not monitoring
Monitoring tells you a freezer is warm now. World Engine IQ tells you which unit is heading for failure, and why, before the emergency call.
Fully auditable from minute one
From the first record it reads, every judgment is logged with the evidence behind it and can be replayed exactly. Same record in, same answer out.
Not a chatbot
There is no language model guessing at your business. Each engine is built for one company and one decision, and must prove itself on time it has never seen.
Your competitors have behaviors too
World Engine IQ watches how competitors and your whole sector are behaving, alongside the behavior inside your own company. You see the market move before it reaches your books.
A complete service
We map your systems, stand it up, run it, and stand behind it. You get answers, not another piece of software to figure out alone.