Aleph5's optimization and dynamic analytics platforms
Aleph5 builds platforms specialized for each client's operation and goals: proprietary technology, mathematical modeling, algorithms, AI/ML, and optimization tools that turn data into actionable decisions.
Ernest 4.0
Aleph5's proprietary platform and toolset for developing optimization projects. In the Arauco case it also worked as a modeling language together with the Gurobi solver.
capabilities
What it enables
- Data management.
- Optimization and meta-modeling.
- Libraries of heuristic, stochastic, deterministic, and machine-learning algorithms.
- Deployment and visualization of results.
domain(E4)
Where it is used
It powers inventory, supply chain, production, and transportation projects, as in the Grupo Arauco case.
ownership ∈ Aleph5
Relationship with Aleph5
Proprietary technology: a platform built and maintained by Aleph5, recognized by CIOReview in 2025 as part of its data and decision management offering.
Sherlock AI
A dynamic analytics platform that automatically analyzes and interprets large volumes of information to identify trends and patterns and generate decision-making insight.
capabilities
What it enables
- Managing interfaces and data handling.
- Configuring users, agents, and tasks from a control console.
- Deploying results on web and mobile.
- Scheduling agents that run at a set frequency and interpret results under established criteria.
domain(Sherlock)
Where it is used
It connects with information and data management and with the dynamic analytics practice: operational monitoring, analytical agents, and timely decisions.
ownership ∈ Aleph5
Relationship with Aleph5
Proprietary technology: Aleph5's dynamic analytics platform, supporting the organizational analytics practice methodologies.
Gurobi
A world-renowned optimization solver capable of solving models with millions of variables. External technology that Aleph5 integrates together with the Ernest 4.0 optimizer.
capabilities
What it enables
Solving large-scale linear, integer, and combinatorial optimization models with response times suited to operational decisions.
E4 ∘ Gurobi
Where it is used
Integrated with Ernest 4.0 in optimization projects, such as the proof of concept in the Grupo Arauco case.
ownership ∉ Aleph5
Relationship with Aleph5
External solver: not owned by Aleph5; it is used as integrated technology within projects built on the Ernest platform.
From data to decision
Aleph5's platforms work as a single flow: enterprise data feeds models formulated in Ernest 4.0, solvers find the optimal solution, and the operation receives it in applications that Sherlock AI monitors continuously.
Stage — 01
Enterprise data
ERP, CRM, and corporate databases are integrated, cleansed, and structured to feed the models with reliable information.
Stage — 02
Model in Ernest 4.0
The business process is formulated as a mathematical model using the platform's algorithm libraries.
Stage — 03
Solving with solvers
The Ernest optimizer and solvers like Gurobi find the model's best feasible solution.
Stage — 04
Decision and monitoring
Results reach the operation in web and mobile applications; Sherlock AI watches the data and detects changes.
Technology glossary
What each technology is, what it is for, and its relationship with Aleph5.
| Technology | What it is | What it is for | Relationship |
|---|---|---|---|
| Ernest 4.0 | Aleph5's proprietary platform and tools; in the Arauco case it works as a modeling language. | Development of optimization projects: data, algorithms, and visualization. | Aleph5 proprietary technology |
| Sherlock AI | Dynamic analytics platform. | Automatic analysis of information, patterns, agents, tasks, and results. | Aleph5 proprietary technology |
| Gurobi | External optimization solver used with Ernest 4.0. | Solving complex optimization models with millions of variables. | Integrated external solver |
| Lab 4.0 | Mentioned on Aleph5's current site without its own public definition. | To be defined together with Aleph5. | Pending confirmation |
Aleph5's platforms can be fed from sources such as ERP, CRM, and corporate databases. Data quality, cleansing, traceability, and structure are necessary for the models to produce useful results — see information and data management.
Proven, recognized technology
Aleph5's platforms support projects in real operations and have been recognized by the industry.
See case studies
CIOReview 2025
Top Data Management Technological Platform in Latin America 2025, with Ernest in the leading role.
Grupo Arauco · Ernest + Gurobi
Proof of concept built in Ernest 4.0 with Gurobi; planning system implemented in 2019.
The 2 phases of analytics
The foundation of Sherlock AI: descriptive and dynamic analytics working together.
Frequently asked questions
What is Ernest 4.0?
Ernest 4.0 is Aleph5's proprietary platform and toolset for developing optimization projects: data management, optimization and meta-modeling, algorithm libraries, and results deployment.
What is Sherlock AI?
Sherlock AI is Aleph5's dynamic analytics platform, which analyzes large volumes of information, identifies patterns, and generates decision-making insight through programmable analytical agents.
How does Aleph5 use Gurobi?
Gurobi is a world-renowned external optimization solver used together with Aleph5's tools to solve complex optimization models with millions of variables.
Do Aleph5's platforms integrate with ERP or CRM?
Yes. The solutions integrate, cleanse, and structure data from ERP, CRM, and corporate databases to feed AI/ML and optimization models.
“If you want the POWER to improve, Measure… if you want to Improve, Model.”
Peter Drucker
Proven in real operations
Arauco, Grupo Senda, Vitro, and Flecha Amarilla make daily decisions with Aleph5 models.