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AI & Workflow Automation

Make everyday work easier to manage.

Connect business information, tools, and repeatable tasks. I build practical automations and AI-assisted workflows around a specific need, with testing, documentation, and clear boundaries.

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What we can build together

Deliverables are defined around your project.

Workflow discovery

Map the current task, the people involved, and what a useful result should look like.

Connected systems

APIs, data preparation, and integrations that move the right information between agreed tools.

Practical assistance

Searchable knowledge and assistant workflows where AI adds value, with human review where needed.

Validation and handoff

Test representative scenarios, document limitations and failure handling, and explain how to operate the workflow.

Relevant work

Retail Manager Puerto Rico shows a delivered support MVP connecting CRM information, documentation, an API, and a bilingual assistant.

Support workflow overview: VTiger CRM and documentation feed a searchable knowledge system, connected through an API to a bilingual assistant

Retail Manager Puerto Rico

A bilingual support MVP connecting CRM information and documentation to an AI assistant.

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How we approach it

  1. 1

    Choose one useful task

    Start with a specific bottleneck and check access to the required data and systems.

  2. 2

    Build a focused version

    Implement the connections and workflow, with agreed permissions and human checkpoints.

  3. 3

    Test against real needs

    Review sample results, handle failure cases, and agree on maintenance before expanding.

Before we start

No. Rules, forms, and API integrations may be simpler and more predictable. We choose the approach that fits the task.

Often, depending on their APIs, permissions, and account plans. We check feasibility before committing to an integration.

No. AI outputs need appropriate checks. We define what it can do, where human review is needed, and how errors or missing information are handled.

Provider subscriptions, hosting, and usage charges are identified during scoping. Ongoing support and monitoring are agreed separately.

Tell me what you need.

Share your idea, starting point, and priorities. We’ll discuss scope, timing, and fees directly.

Discuss your project