Diagnosis and selection of use cases
We review volume, available data, risk and integration effort. We prioritize specific marketing tasks, internal support and operations.
US FREEM
Case map, exclusions and pilot proposal.
KarminaAI StudioAgents · Services · Training
DEEPSEEK CONSULTATION · ASSESSMENT, API AND AGENTS
DeepSeek, with a job
clearly defined.
We help you decide where DeepSeek makes sense, test it with real work and integrate it into marketing processes, knowledge and operations. Karmina provides consulting, construction and monitoring so that each use has sources, limits and a responsible person.
TRY BEFORE YOU ENTERverifiable criteria.
ENTRY
Classify the query and indicate what information is missing.
- Format
- Structured camps
- Sources
- Referenced service
- Limits
- Doubts
MODELS EVALUATIONAPIKNOWLEDGEAGENTSQUALITY CONTROL
THE START POINT
- AI tests that do not arrive at a stable process.
- Doubts about which model to use for each task.
- plausible answers that no one knows how to validate.
A new model needs a test with your context.
Can you classify the queries you receive? How to extract data from a document? Preparing a first proposal in Catalan? These are the questions we bring to the pilot. We define representative examples and compare the result with the current way of working.
Consulting includes deciding when DeepSeek fits and when another option suits. We review quality, response time, operating cost, dependencies and data processing before proposing an integration.
KARMINA BRAIN · APPLIED KNOWLEDGE
The context of the company, prepared for the model.
With Brain we select the knowledge needed for each use of DeepSeek: what is in force, who validates it and how a response should be presented. Access to documents is expressly built; having a API does not automatically connect the company.
THE STARTING MATERIAL
- Catalogue of services
- Approved procedures
- Brand Vocabulary
- Revised examples
- 01
Select
We delimit the necessary documents and exclude data that the process does not need.
- 02
Prepare
We will structure understandable sources, instructions and output formats.
- 03
Contrast
We provide real questions, ambiguous cases and situations without sufficient answers.
- 04
Maintain
We review sources and examples when the model, service, or process changes.
ILLUSTRATIVE EXEMPLARY · DEEPSEEK
Classify this request and prepare the context for the commercial team.
It explains the working criterion; it is not a real response from the tool.What we prepareThe process returns need, possible service, missing information and fragment of the source used.
What's left to validateIt does not send any messages or assign a definitive opportunity without the agreed review rule.
Pilot corrections become reusable criteria for the following uses, without tying all knowledge to a single model.
Brain is part of how we deliver service. It is the cross-cutting program of Karmina to connect knowledge, people, tools and processes. The tasks of consultation, configuration and support are detailed in the proposal.
CONSULTANCY AND IMPLEMENTATION SERVICES
What you can do with DeepSeek.
Consulting, configuration and continuous service according to your starting point. We specify volume, responsibility, dependencies and acceptance criteria before starting.
Comparative pilot with real examples
We prepare an authorized sample and compare DeepSeek with the current process or other selected models. We also value Catalan, formats and incomplete cases.
US FREEM
Battery evaluation, traceable results and recommendation.
Responses based on internal sources
We design the recovery of documents, the context sent to the model and the reference to the sources. We enter a limit response when information is missing.
US FREEM
Query prototype with permissions and validation criteria.
Extraction and structured classification
We configure structured outputs to sort queries, briefs or documentary fields. We validate the scheme and refer the doubtful records to review.
US FREEM
Extraction flow with fields, validations and exception queue.
DeepSeek inside your workflows
We connect API to n8n or to an authorized application. We define credentials, consumption limits, waiting time and error handling.
US FREEM
Documented integration and recovery checks.
Actions delimited with tool calls
We design functions that the assistant can propose and controls that the application must apply before executing them. We separate consultation, draft and external action.
US FREEM
Contract of functions, minimum permits and points of approval.
API hosted or own deployment
With the technical team we value the API and, where appropriate, models with available weights. We review the specific license, the infrastructure and who will sustain the operation.
US FREEM
Feasibility report, dependencies and estimated cost per scenario.
Quality and consumption monitoring
We review recurring errors, latency, cost per task, and model changes. We update instructions and repeat tests before modifying the process.
US FREEM
Periodic report and backlog of agreed improvements.
POSEM CONTEXT A DEEPSEEK
Where it makes sense to start with DeepSeek?
In a first conversation we can understand the process, the tools you already have and the priorities of the team before specifying an intervention.
Video call · free · no obligationLet's talk on a video call ↗A short conversation to understand your starting point and bring clarity.
POSSIBLE APPLICATIONS
Three uses of DeepSeek with a checkable output.
Select a process to see what we would design and where the team intervenes. They are examples of service, not customer cases or automations in execution.
ILLUSTRATIVE EXEMPLARY
From free text to an orderly request.
For teams with commercial inquiries that arrive through different forms.
- 01Receive the request
- 02Remove unnecessary data
- 03Classify and extract
- 04Validate the fields
- 05Go to review
WHAT'S PREPARED
Preliminary file with need, origin and pending information.
WHERE A PERSON INTERVENTED
The sales team validates the qualification; there is no automatic delivery of offers.
Testimonial Proposal · Pending ValidationText written for this landing page. This is not a literal quote from Joan Marc Claramunt.
To evaluate DeepSeek, we must first define what work we want to improve and how we will check the result. The pilot must leave a reasoned decision, with sources, limits and a clear way to review the work.
DECIDE WITH EVIDENCE
The best option for this task.
The decision is documented with a comparable sample and known test conditions.
Quality that we can check
We define what it means to do the job well before evaluating the model.
- Accuracy of fields and fidelity to sources.
- Management of doubts and missing information.
- necessary human revisions.
Operation we can sustain
We calculate the complete process, including supervision.
- Response time and expected volume.
- API consumption and complementary services.
- Maintenance, infrastructure and dependencies.
We do not assume that DeepSeek is cheaper, more accurate or suitable for any data. We check it for agreed use.
WHAT'S IN YOUR ORGANIZATION
What’s left in your hands.
We work on behalf of the client and provide documentation so that the team can understand, review and continue the work.
- Map of authorized tasks and data.
- Test examples with expected results.
- Versioned exit instructions and schemes.
- Integration or prototype defined in the order.
- Manual of errors, limits and human review.
- Follow-up plan and criteria to change model.
THREE MANNERS OF WORKING FOLLOWS
A service with a defined scope, team and continuity.
We can start with a diagnosis, implement a system or accompany the operation. The specific budget deliverables, dependencies, responsibilities and coverage.
Evaluation and pilot
We make a specific decision before integrating.
- Diagnosis of the process
- Test sample
- Argued recommendation
A use within the operation
We build the flow with the team that will use it.
- Fonts and permissions
- Integration and testing
- Documentation and training
Quality and evolution
We agree to a periodic review of the process.
- Errors and consumption
- Reassessment of changes
- Prioritized improvements
IF YOU ALREADY HAVE A STARTING POINT
Tell us how you work today. DeepSeek.
A summary of the process, the teams involved and the expected result helps us prepare the conversation. For the first assessment, no credentials or sensitive data need to be shared.
TRAINING ON REAL WORK
Learn to order, test, and review.
The training uses your driver’s examples and leaves criteria that the team can apply afterwards.
Adress
Decide the fit, acceptable risk and cost of maintaining each use.
Business teams
Prepare good examples, identify errors and provide useful corrections.
Technology and operations
Understand API, schemes, permissions and response to incidents.
DEEPSEEK KARMINA ECOSYSTEM DINS
The tool is part of a wider system.
These connections are activated when the project needs them. Each service provides a specific part of the knowledge, strategy, production or operation.
CLARGE BEFORE YOU START
Scope and responsibilities, in writing.
The service of Karmina, the licenses of the tool and the costs of third parties are differentiated in the proposal.
Authorized data
We review with those responsible what data can be sent to each supplier and under what conditions.
Models and licenses
API, available weights and own deployment have different conditions. They are not interchangeable automatically.
Separate cost
Licenses, API, infrastructure and other services are budgeted or identified apart from consulting.
Actions under control
A structured response or function call may be incorrect. Validations and approvals also live outside the model.
COM SABREM IF IT WORKS
We measure usage and results.
Set a starting point and project indicators. We do not anticipate percentages of improvement without data.
Quality by task
Accuracy and omissions on a revised sample, with the same scoring criterion.
Total time and cost
Consumption and correction time needed to obtain an acceptable result.
Health of the process
Errors, exceptions and incidents after each change of sources or model.
OTHER SERVICES FOR TOOLS
What could the next step be?
Consulting that we can evaluate according to your process. The links do not involve already configured integrations or you need all these tools.
CONSULTATION DEEPSEEK
What work do you want to try with DeepSeek?
Explain to us the process, the information available and what you consider a useful result.
hello@karmina.aiIndependent consulting of Karmina AI Studio. Trademarks identify tools; they do not involve partnership or certification. the Revised Capabilities 31 August 2026, subject to plan and availability.
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