Shared operational memory
One model for customers, products, orders, inventory, events and decisions.
QUARKS · ESSENTIAL 137
The layer where your business lives.
The invariant of your business.
137Quarks Decision Infrastructure
Fragmented dataone source of truth
Metrics connectedto real decisions
Business contextready for AI
Every decisionexplainable and traceable
One central layerfor the entire operation
Complex questionsclear answers
Fragmented dataone source of truth
Metrics connectedto real decisions
Business contextready for AI
Every decisionexplainable and traceable
One central layerfor the entire operation
Complex questionsclear answers
WHAT CHANGES WITH ESSENTIAL
Four things your operation gains when it lives in the core.
Governed decision logic
Rules, permissions, metrics and workflows structured into the operation.
AI-ready context
Agents and applications understand the business because the business has been modeled.
Reusable foundation
The same Essential layer powers dashboards, workflows, APIs and Quarks applications.
THE PROBLEM
You don't have a data problem. You have a question worth millions that no one can answer.
Which big customer is about to stop buying from you, and why?
Which allied pharmacy is buying less from you each month, and you haven't noticed?
UNANSWERED
Which SKU runs out of stock this week?
UNANSWERED
Which patient is about to drop their treatment?
UNANSWERED
Which part of your portfolio matures this quarter, and you don't know it?
UNANSWERED
Sales says customerFinance says tax IDLogistics says account
Three systems. Three names. The same customer. Zero connection.
The problem isn't any of those questions. It's that your business doesn't live in a single model where everything connects. That's why none of them get answered.
WHAT ESSENTIAL 137 IS
Essential 137 is the layer where your entire business speaks the same language.
It takes your fragmented systems and organizes them into a single model with meaning. The same customer, the same product, the same operation, understood the same way across the whole company. For the first time, your business can answer itself.
LIVE
QUESTION
Which SKU runs out of stock this week?
ESSENTIAL 137
DECISION
Urgent restock: 3 critical SKUs at COBECA Caracas.
The same question that used to die unanswered. Now it has an answer, and an action.
HOW IT WORKS
A Quarks engineer. Inside your team.
We don't hand you software to configure. A Quarks engineer embeds in your operation, builds your Essential 137 starting from your most expensive problem, and leaves it running.
01
Bootcamp 137
5 days, with your data
02
Deployment
8 weeks, inside your operation
03
Living core
your business answers itself
04
Expansion
more problems, more value
START HERE · PAID
Bootcamp 137
Give us your most expensive problem. In 5 days you see it solved with your own data and your own people in the room. If you move forward, the bootcamp credits toward the deployment.
You don't rent an engineer. You gain the one who builds the core where your business lives.
We don't work with everyone. Only with those whose problem is worth the deployment.
WHAT ESSENTIAL UNLOCKS
What becomes possible on top of Essential.
One operational layer. Products, agents and decisions built on top.
- 01DASHBOARDSExecutive dashboards connected to real operations
- 02AGENTSAI agents with business context
- 03MLForecasting and ML pipelines
- 04WORKFLOWSWorkflow automation with governance
- 05PRODUCTSApplication layers like Aura, Trace and Qida
- 06APISAPIs and operational products built on one model
WHY IT STAYS
Your tools touch the world. Everything ends up in the core.
Trace, Qida and Aura don't sit on top of Essential 137. They feed it. Every customer, every patient, every supply decision resolves into the same core. That, not the separate tools, is where your business exists as a single model.
NÚCLEO
Essential 137
the core where the business lives
MOAT
That's why Essential 137 doesn't get replaced. It becomes the backbone of your business.
The more your business lives in the core, the more impossible it becomes to operate without it.
BUILT FOR LATAM
Built for regulated environments. Not retrofitted.
Global software treats Latin America's regulatory complexity as an exception. Essential 137 treats it as the starting point.
Banking
SUDEBAN and OFAC compliance, PII protection and data residency.
Health
Clinical audit trails, patient data governance and controlled access.
Pharma
Channel intelligence across fragmented systems: product, inventory, price and demand.
Retail & CPG
Supply chain visibility and cross-functional commercial execution.
RBAC, encryption, traceability and audit as foundations, not add-ons.
USE CASES
What Essential 137 makes possible.
Illustrative scenarios by sector. The same core, different problems worth money.
USE CASEPHARMA · DISTRIBUTION
The distributor that turns its data into a product
THE PROBLEM
It moves millions of transactions, but sells blind to its allied pharmacies: it doesn't know what to recommend to each one.
WHAT ESSENTIAL 137 DOES
Essential 137 unifies purchasing, inventory and demand, and runs a recommender that tells each ally what to order and when.
ILLUSTRATIVE RESULT
The distributor starts selling that recommender to its allies. Its data stops being a cost and becomes recurring revenue.
USE CASERETAIL · CPG
The retailer that anticipates the stock-out
THE PROBLEM
Stock-outs stay invisible until the customer already couldn't find the product.
WHAT ESSENTIAL 137 DOES
Essential 137 connects POS, inventory and supply chain, and projects which SKU runs out by store and week.
ILLUSTRATIVE RESULT
Restock before the stock-out. The sale that used to be lost, no longer.
USE CASEBANKING
The bank that sees default before it happens
THE PROBLEM
Each client's risk lives split across systems that don't talk, so deterioration is caught late.
WHAT ESSENTIAL 137 DOES
Essential 137 consolidates the client model and surfaces early warning signals.
ILLUSTRATIVE RESULT
Intervention before default. Lower non-performing loans.
USE CASEHEALTH
The clinic that retains the patient about to drop out
THE PROBLEM
Patients who drop treatment with no one noticing until they relapse.
WHAT ESSENTIAL 137 DOES
Essential 137 links prescription, dispensing and follow-up, and detects drop-off early.
ILLUSTRATIVE RESULT
Timely outreach, better adherence, fewer relapses.
ONE SYSTEM, MULTIPLE PRODUCTS
One operational layer. Multiple products.
Aura, Trace and Qida are not separate systems. They are applications built on the same Essential foundation.
CORE
Essential 137
The governed model where business logic lives.
SHARED FOUNDATION
CUSTOMERS
Aura
Customer operations and conversations.
on Essential
SUPPLY
Trace
Supply chain and demand intelligence.
on Essential
HEALTH
Qida
Healthcare ecosystem and patient intelligence.
on Essential
CUSTOM
Custom apps
Dashboards, workflows, agents and APIs on the same model.
on Essential
FOR THE TECHNICAL BUYER
Architecture, layers and governance.
08 / ESSENTIAL IN DETAIL
Essential in detail
What it is
Essential is the ontology layer of Quarks Data: the foundational system that unifies a company's fragmented data into a single business model with meaning. It ingests information from ERPs, POS, clinical systems, banking cores and IoT, and turns it into a structure where business concepts, rules and decisions are made explicit, versioned and interpretable by AI agents. It is the base on which Trace, Qida and Aura operate.
Who it is for
Essential is designed for operators in regulated, volatile and operationally complex Latin American markets: pharmaceutical distributors and labs, financial institutions, healthcare networks and consumer goods companies. It is for organizations whose systems do not talk to each other, whose reports arrive late, and whose critical decisions still live in spreadsheets.
How it works
Essential works in three moves. First it ingests and governs source data with native compliance for regulators such as SUDEBAN, OFAC and health authorities. Second, it models that data into an Ontology specific to the client's domain, where concepts like key customer, critical SKU or acceptable exposure are defined in a versioned and auditable way. Third, it deploys AI agents that reason over those explicit rules instead of hallucinating. A Quarks engineer builds it inside the client's operation, starting from their most expensive problem.
What it solves
Essential solves the root problem of most Latin American companies: they operate blind to their own data because their systems are disconnected. By unifying information in a single semantic layer, it turns scattered data into actionable decisions and enables AI automation that was previously impossible due to the lack of a reliable model. Its anchor case is a pharma Ontology deployed with a top-3 distributor in Venezuela.
Frequently asked questions
Frequently asked questions about Essential 137
What is Essential 137?
Essential 137 is Quarks' decision infrastructure layer: it organizes your fragmented systems into a single business model with meaning, where sales, finance and operations speak the same language about the same customer, product and operation.
How is Essential 137 implemented?
A Quarks engineer embeds inside your team during a 5-day Bootcamp 137 with your real data, builds Essential 137 starting from your most expensive problem, and leaves it running inside your operation.
Who is Essential 137 for?
For operators in LatAm with fragmented systems (retail, health, banking, logistics) who need to answer critical business questions that no dashboard can answer today because every team uses different models.
What does Essential 137 unlock?
Once installed, Essential 137 feeds dashboards, AI agents, ML pipelines and custom applications with the same operational context, removing the fragmentation between tools and teams.
TALK TO A PARTNER
Bring us your most expensive problem.
Every Quarks engagement starts with a conversation with a senior partner. You decide if your problem is worth the deployment.
- NO FORMS
- NO BOTS
- NO SALES ROUTING
Caracas · Miami · San José · Bogotá
ENTRY POINT
Enter Essential through Bootcamp 137
Five days with our team embedded inside your operation. We map your data ontology and walk out with an artifact that proves the value of Essential on your own data, not on a demo.
USD $2,500 · 5 days · qualified seats
Book Bootcamp 137Qualified entry. Limited seats per quarter.