Monarca Lab AI · Services

Models, agents and solutions with impact.

Turn that capability into solutions, products and results.

Each area has its own scene in the background. Hover over a service to see where it appears and open its details to see what it includes.

Impact.14 services · 4 areas

Models

We choose, adapt and put to work the models that best solve each case, connected to your company's own knowledge.

3 services
01

Model selection and adaptation

The right model for your case, not the trendy one.

01 · Models

Model selection and adaptation

The right model for your case, not the trendy one.

Not every model is good at everything. We analyze your use case, your data and your cost, speed and privacy requirements to choose the model that performs best. Then we adapt it with your own data, instructions and evaluations so it speaks the language of your business.

Includes

  1. Model comparison on your real cases
  2. Adaptation with your data
  3. Quality testing
  4. Cost-benefit recommendation

Why Monarca

We decide with evidence measured on your own cases, not with assumptions.

02

Model as a Service

Ready-to-use AI models, with no infrastructure to manage.

02 · Models

Model as a Service

Ready-to-use AI models, with no infrastructure to manage.

Access selected, adapted models from our platform and consume them directly from your applications. We take care of operations, availability and updates; your team focuses on building.

Includes

  1. Production-ready models
  2. Consumed from your application
  3. Usage monitoring
  4. Support from our team

Why Monarca

It's the foundation we build agents, solutions and prototypes on, so it grows with you whenever you want to go further.

03

Enterprise RAG

Answers grounded in your company's knowledge, with their source.

03 · Models

Enterprise RAG

Answers grounded in your company's knowledge, with their source.

We connect AI models to your documents, manuals, policies and knowledge bases so they answer with real information from your organization. Every answer shows where it came from, so your teams can verify it and trust it.

Includes

  1. Document loading and organization
  2. Intelligent search
  3. Answers with sources
  4. Role-based access control

Why Monarca

We design every system to answer only with what your sources back up and to keep your information protected.

In the background: a question and your company's documents go into the model, and the answer comes out with its source. Hover over each service to see it in the scene.

Agents

Agents that carry out tasks on their own, coordinated with each other and supporting your teams day to day.

3 services
04

AI agents

AI that doesn't just answer: it gets tasks done.

04 · Agents

AI agents

AI that doesn't just answer: it gets tasks done.

We design agents that understand a goal, query your systems and complete tasks end to end: following up on requests, preparing reports, updating records or handling inquiries. They work with clear rules and ask for human approval when needed.

Includes

  1. Flow and rule design
  2. Connection to your tools
  3. Human oversight
  4. A log of every action

Why Monarca

We build agents designed to operate in real environments, with control and traceability.

05

Multi-agent orchestration

Many agents, one goal.

05 · Agents

Multi-agent orchestration

Many agents, one goal.

When a process is complex, we split it among specialized agents that work together: one researches, another analyzes, another validates and another delivers. An orchestrator distributes the work and makes sure everything moves forward in order.

Includes

  1. Agent architecture design
  2. Task coordination
  3. Error handling
  4. Visibility of the whole flow

Why Monarca

We solve processes a single assistant can't cover, without losing control of the result.

06

Copilots

An expert assistant beside every team.

06 · Agents

Copilots

An expert assistant beside every team.

Copilots built into the tools your team already uses to draft, summarize, find information, analyze data and suggest next steps. They speed up daily work without changing how people work.

Includes

  1. Copilots by area: sales, operations, customer service, finance or legal
  2. Connection to your internal knowledge
  3. Adoption support

Why Monarca

We design them around your team's real tasks, not generic features.

In the background: the orchestrator hands out tasks to the agents and your cursor is the copilot. Click next to a task to send the agents there.

Solutions

Solutions that read your documents, automate processes, integrate with the systems you already have, and custom software when you need it.

5 services
07

Document Intelligence

From documents to useful data, with no manual data entry.

07 · Solutions

Document Intelligence

From documents to useful data, with no manual data entry.

Invoices, contracts, applications, case files: we extract, classify and validate their information automatically, even in scanned documents or varied formats. The data arrives clean and ready for your systems.

Includes

  1. Extraction and classification
  2. Data validation
  3. Inconsistency detection
  4. Delivery to your ERP, CRM or other systems

Why Monarca

We cut manual entry and errors in processes that take up hours of your team's time today.

08

Intelligent automation

Processes that run on their own, with judgment.

08 · Solutions

Intelligent automation

Processes that run on their own, with judgment.

We go beyond traditional automation: AI interprets emails, documents and requests, makes decisions within the rules you define and escalates to a person only when needed.

Includes

  1. Analysis of the current process
  2. Automated flow design
  3. Business rules
  4. Performance metrics

Why Monarca

We measure time and cost savings from the start so the impact is visible.

09

APIs

The platform's full capability, available from your code.

09 · Solutions

APIs

The platform's full capability, available from your code.

Integrate models, agents and solutions directly into your products and applications through documented, secure APIs. Your development team builds faster, without starting from scratch.

Includes

  1. Clear documentation
  2. Secure authentication
  3. Test environments
  4. Technical support

Why Monarca

We give you ready-made building blocks to create AI products at your own pace.

10

Enterprise integrations

AI connected to the systems you already have.

10 · Solutions

Enterprise integrations

AI connected to the systems you already have.

AI adds value when it works with your real data and processes. We connect our solutions to your ERP, CRM, databases, email and internal tools, without replacing what already works.

Includes

  1. Analysis of your systems
  2. Custom connectors
  3. Data synchronization
  4. Security in every connection

Why Monarca

We make the most of your current technology investment instead of forcing you to migrate.

11

Custom software

Applications built for your operation.

11 · Solutions

Custom software

Applications built for your operation.

When an off-the-shelf solution falls short, we design and develop custom applications and platforms with AI built in from the start: from internal portals to digital products for your customers.

Includes

  1. Discovery and design
  2. Development
  3. Testing
  4. Production launch
  5. Continuous evolution

Why Monarca

One team combines software development and artificial intelligence, from idea to production.

In the background: invoices and contracts come in, Document Intelligence extracts the data, automation processes it and APIs deliver it to your ERP, CRM and more.

Delivery

We validate fast, find where AI delivers the most return and work with clear goals and metrics from day one.

3 services
12

Prototypes

Validate your idea before investing big.

12 · Delivery

Prototypes

Validate your idea before investing big.

We build a working prototype with your data to prove the idea works and is worth scaling. That way you decide with evidence, not assumptions.

Includes

  1. Scope definition
  2. Working prototype
  3. Testing with real users
  4. Next-step recommendation

Why Monarca

We reduce the risk of your AI investment from day one.

13

High-value use cases

We find where AI delivers the most return.

13 · Delivery

High-value use cases

We find where AI delivers the most return.

We analyze your processes, data and goals to identify the opportunities with the greatest impact and feasibility. We hand you a prioritized map so you start with what generates the most value.

Includes

  1. Working sessions with your teams
  2. Process assessment
  3. Impact estimate
  4. Prioritized roadmap

Why Monarca

We focus your investment where there is real return, not on projects that get stuck as pilots.

14

Missions with measurable results

Clear goals and metrics from day one.

14 · Delivery

Missions with measurable results

Clear goals and metrics from day one.

Every mission starts with a concrete goal: cut times, lower costs, grow sales or improve service. Together we define how success will be measured and report progress transparently until we reach the goal.

Includes

  1. Agreed goals and metrics
  2. Work plan
  3. Progress reports
  4. Delivery to production

Why Monarca

We commit to results, not just deliverables.

In the background: the prototype comes together, high-value use cases grow the return and the mission reaches its measurable goal.

Impact

Where do we start?

Tell us about your case and we'll propose the path: a prototype, an agent, custom software or a mission with measurable results.

Contact us →