Logistics & fulfillment
Coordinate exceptions, shipment updates, routing support, and fulfillment workflows.
[ Industries ]
AI implementation,
sector by sector.
We build operational AI systems for businesses with repeatable workflows, data-producing operations, and measurable bottlenecks. The biggest wins compound in manufacturing, product companies, and other operations-heavy sectors.
Primary beachhead Manufacturing · ProductSecondary 6 verticalsFootprint US · PR · Caribbean
[ Where we go deepest ]
Two sectors.
Most of our work.
Manufacturing and product companies have the operational complexity, repeatable workflows, and measurable bottlenecks where agentic systems compound fastest. Roughly 70% of our engagements live here.
Primary beachhead
Manufacturing
AI for production, quality, maintenance, inventory, and operations visibility.
Structured workflows. Measurable throughput. The sector where agentic systems show their value fastest — and the one we go deepest in.
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Product companies
Connect support, product data, fulfillment, inventory, returns, marketing, and CX.
Scale customer service and operations without scaling manual coordination at the same rate. Built around the workflows that grow with order volume.
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[ Where we also work ]
Six more sectors
with the same playbook.
Different vocabulary, same workflows underneath. Intake, routing, documentation, knowledge retrieval, client communication, and exception handling all live across these sectors — and they all benefit from coordinated agentic systems.
Financial & advisory
Streamline intake, reporting, knowledge management, and client workflows.
Hospitality
Bilingual guest communication, staff support, maintenance coordination, multi-location consistency.
Legal operations
Intake, admin, document workflows, and client communication with human oversight.
Medical & pharma ops
SOP access, training, documentation, and non-clinical operational efficiency.
Professional services
Client onboarding, project coordination, document workflows, knowledge retrieval.
[ Geographic edge ]
US, Puerto Rico,
and the Caribbean.
The Caribbean and Puerto Rico create meaningful openings in advanced manufacturing, medical and pharma, hospitality, bilingual operations, and tourism-related AI adoption. Puerto Rico's manufacturing sector generates close to half of the island's GDP — pharma, medical device, and advanced manufacturing all run on workflows agentic systems can strengthen.
We work across the continental US, Puerto Rico, and the wider Caribbean. Bilingual delivery available where it matters.
Not sure where your sector fits?