AI engineering & integration
AI engineered
for your business.
We design and integrate AI solutions around your processes, data and goals. From agents and automation to custom software, we take your project from strategy into operation.
Your business
- Data
- Systems
- Teams
- Agents
- Automation
- Custom software
A solution integrated into your business
Designed around your business
Engineering in practice
Experience building and operating real systems.
- 11production systems we operate
- 12+AI agents in operation
- 3production AI connectors
Our capabilities
The expertise your project needs.
We combine AI, integration and custom development around the problem you need to solve. Each project brings together the capabilities that fit your business.
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01
Process automation
Build workflows that move work forward.
- Automate recurring tasks and approvals
- Coordinate processes across teams and tools
- Track exceptions and keep people in control
→ More time for higher-value work
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02
System integration
Connect the systems your business relies on.
- Link business applications, APIs and data sources
- Synchronize information across your operation
- Bring existing software into new workflows
→ Connected systems and data
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03
AI agents & assistants
Give AI a useful role in your operation.
- Assist customers and internal teams
- Connect agents to business knowledge and tools
- Define permissions, handoffs and human oversight
→ AI working within your processes
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04
Data & intelligence
Turn your information into useful insight.
- Bring operational data into a shared view
- Automate reports and performance indicators
- Surface trends and exceptions for your team
→ Better information for decisions
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05
Process optimization
Understand the process. Improve how it works.
- Map workflows and identify bottlenecks
- Redesign handoffs, rules and responsibilities
- Measure the impact against agreed goals
→ Improvements you can measure
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06
AI strategy & advisory
Find where AI can create value.
- Assess opportunities, feasibility and readiness
- Prioritize use cases around business objectives
- Define a roadmap, scope and success measures
→ A clear path to implementation
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07
Custom software
Build the capabilities your business is missing.
- Develop applications, platforms and internal tools
- Embed AI into the experience and workflow
- Design for your industry and operating model
→ Software shaped around your business
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Start with the challenge.
Tell us what needs to change. We will work with you to define the right combination of capabilities.
Discuss your project
Built around your business
From a business challenge to an integrated solution.
We start with how your company works: its people, processes and existing systems. Then we design the architecture, connect the right tools and build the capabilities your operation needs.
- Your processes and goals define the scope.
- AI, data and software connected to your existing systems.
- One team from design and implementation to ongoing improvement.
Across industries
Different industries. Solutions built in context.
The process, constraints and people shape each implementation. These are some of the areas where our capabilities can be applied.
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Logistics & air cargo
Connect booking, warehousing, transport and billing. Bring operational visibility and intelligent coordination into the movement of goods.
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Healthcare & clinics
Support administrative workflows, patient communication and document handling, with defined access and human review.
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Manufacturing & workshops
Connect quoting, production planning and shop-floor activity. Give teams clearer priorities and visibility into each job.
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Wholesale & distribution
Bring together orders, inventory, purchasing and invoicing. Use data to support replenishment and commercial decisions.
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Professional services
Organize business knowledge, automate document workflows and support research, service delivery and client communication.
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Field service & fleet operations
Connect service requests, dispatch, field activity and billing. Help office and field teams work from shared information.
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Selected work
Engineering applied to real business problems.
Systems we have designed, built and operated across logistics, field service, compliance and reporting.
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FIELD OPERATIONS · AUTOMATION
99.4% of legacy invoices reconciled automatically
A field-service operation with 3,000+ devices: 12+ agents triage tickets, dispatch technicians and communicate with customers through WhatsApp, Telegram, voice and email — 24/7.
23,000+ invoices · agents working overnight
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CUSTOMER COMMUNICATION · VOICE AI
Bilingual call handling beyond business hours
Voice agents on live business lines for logistics, HVAC and clinics — with English and Spanish support, PBX routing, human handoff and written follow-up.
4+ live lines · 24/7 · zero reported downtime during carrier migration
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SYSTEM INTEGRATION · AI ASSISTANTS
Business systems connected to Claude and ChatGPT
Production connectors with OAuth let teams query tickets, devices, invoices and customer records through controlled tools — 36 on one platform — from their existing AI assistants.
3 production connectors · audited
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COMPLIANCE · CUSTOM SOFTWARE
570 carriers managed beyond spreadsheets
A Miami trucking-compliance firm: a multi-tenant system for deadlines, auto-filled DOT/FMCSA forms and 48,000 migrated historical documents.
Live in under 30 days
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AIR CARGO · INTEGRATED PLATFORM
An integrated operation, from booking to invoicing
A Miami air-cargo operator: booking, warehousing, delivery and invoicing in one platform, with a live public demo.
1,800+ automated tests passing in CI
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DOCUMENT INTELLIGENCE · REPORTING
A personalized insight report for every participant
A behavioral-assessment platform on AWS: an orchestrated AI pipeline generates multi-section reports from participant assessments.
18 orchestrated model calls per report
How we work
From strategy to operation.
We connect business understanding with hands-on engineering. Scope, priorities and success measures are defined around your project.
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01 · STRATEGY
Understand & define
We map your processes, systems and objectives. Together, we prioritize the opportunity and define a practical roadmap.
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02 · ENGINEERING
Design & implement
We build and integrate the solution in stages, validate it with your team and prepare it for real operating conditions.
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03 · OPERATION
Operate & improve
We support adoption, monitor performance and refine the solution as your operation and priorities evolve.
The team behind the work
Hands-on engineering. Direct accountability.
NovAIFlow is led by Luis Monsalve, an applied AI engineer in Miami. We design, build and operate the systems we deliver, connecting technical decisions to the needs of the business. We work in English and Spanish with companies in Florida and across the United States.
Let's talk
What does your business need to solve?
A process to improve, systems to connect or a new capability to build. Tell us the challenge and we will explore how AI and engineering can help.