Mainstreet AI
Practical AI systems for growing SMBs
AI advisor for small and midsize businesses
I help SMB leaders identify where AI can reduce response times, improve service operations, streamline incident workflows, and remove manual operational drag without turning the business into an experiment.
Built for operators who need outcomes, not AI theater.
Services
The goal is not to “do AI.” The goal is to improve the parts of the business that are slow, manual, inconsistent, or hard to scale.
Customer support
Improve triage, response drafting, knowledge retrieval, escalation flows, and internal support coordination so service quality rises without increasing administrative load.
Incident management
Build better intake, classification, routing, summarization, and follow-up processes so incidents are handled with more speed and less confusion.
Process optimization
Review repetitive workflows across operations, sales support, onboarding, reporting, and internal coordination to identify where AI can reduce steps, delays, and rework.
AI roadmap
Help leadership sequence initiatives based on operational impact, team readiness, risk, and expected payoff rather than hype cycles.
Adoption support
Support rollout decisions, team enablement, process changes, and governance so adoption feels practical instead of disruptive.
More
Engagements can extend into internal knowledge operations, reporting workflows, handoff redesign, service delivery systems, and other high-friction areas where AI can create leverage.
How I work
Most SMBs do not need a sprawling transformation program. They need a trusted operator-minded advisor who can identify where AI fits, define a sensible implementation path, and keep the work grounded in business outcomes.
Map where time is lost, where quality slips, and where decisions stall.
Focus on use cases with clear value, low operational friction, and fast learning.
Guide the workflow, team, and tooling changes needed to make it stick.
What this should change
Help teams answer, route, and resolve work with less delay.
Reduce repetitive coordination, copy-paste work, and avoidable admin.
Improve how service and operational workflows are handled across the team.
Choose initiatives based on value and feasibility, not vendor pressure.
About Me
I bring nearly 20 years of experience across product, delivery, design, and technology, with a track record of helping teams turn complex ideas into practical digital solutions.
Public LinkedIn details point to a background shaped by product and project leadership, deep involvement with OutSystems, technical writing, and hands-on work helping customers achieve meaningful business outcomes faster. Your profile also reflects a long-term progression from contractor to employee, recognition such as President's Club, and a move from Portugal to Boston to support customers in the Americas.
That mix of product judgment, operational focus, and technical depth is what I bring to AI advisory for SMBs today. I help businesses apply AI where it can genuinely improve customer support, incident management, internal workflows, and other manual processes without losing sight of adoption, business value, and execution reality.
Contact
If you are exploring how AI could improve customer support, incident response, or internal process efficiency, send a short inquiry below and I will follow up from info@mainstreet-ai.net.