AI Application Engineering
AI-enabled portals, copilots, workflow tools, and internal platforms designed for secure business adoption.
AI copilotsFull-stack buildsHuman review
AI technology consulting and engineering
AI solutions engineered for real business operations.
Reco Universal helps organizations design, build, integrate, and support AI applications, agent workflows, data platforms, and production-ready automation.
2020
Founded
New York
Base
11-50
Team
Global
Delivery reach
Services
AI consulting and engineering across the full adoption lifecycle.
We combine AI strategy, implementation, integration, governance, and managed support so clients can move from idea to reliable production system with one accountable partner.
AI Agents and Automation
Agent workflows, document intelligence, support automation, and operational assistants connected to real systems.
Agent designWorkflow automationKnowledge retrieval
Cloud AI Platforms
Cloud architecture, model integration, deployment pipelines, observability, and environments for AI products.
Cloud AICI/CDObservability
Data and Retrieval Systems
Data pipelines, vector search, reporting layers, retrieval-augmented generation, and decision-support dashboards.
RAGData qualityDashboards
AI Governance and Security
Access control, prompt/data risk review, secure SDLC practices, model usage policies, and audit preparation.
AI riskAccess controlPolicy review
AI Systems Integration
Reliable integration between AI tools, CRMs, ERPs, data stores, support platforms, and third-party APIs.
API designModel routingError handling
Why teams choose us
AI delivery discipline clients can evaluate quickly.
AI business alignment
Use cases are tied to workflow value, cost, user adoption, and measurable outcomes.
Production AI delivery
Model integrations, release discipline, monitoring, and support are planned from the beginning.
Responsible adoption
Identity, data handling, human review, and AI risk controls are reviewed throughout delivery.
Clear ownership
Structured communication, accountable AI delivery leads, and documented next steps.
Industries
AI technology support for teams with real operational pressure.
Our work is strongest where AI applications, cloud systems, data, security, and support need to fit into day-to-day business operations.
Technology and SaaS
Product teams adding copilots, agent workflows, AI search, analytics, or automated customer operations.
Faster AI feature delivery and clearer technical roadmaps.
Professional Services
AI-assisted research, document automation, client portals, knowledge search, and reporting workflows.
Less manual coordination and faster client delivery.
Healthcare Operations
Operational dashboards, scheduling workflows, document processing, and internal tools with careful data controls.
Cleaner reporting and safer AI-assisted operations.
Staffing and Recruiting
Candidate matching, resume intelligence, CRM integrations, recruiter copilots, and analytics for distributed teams.
Improved workflow speed and candidate insight.
Finance and Back Office
Approval automation, secure reporting, reconciliation support, audit workflows, and AI-assisted operations.
Better controls and reduced repetitive work.
Enterprise Operations
Legacy modernization, AI integration programs, cloud migration, observability, and support for internal systems.
Lower AI adoption risk and stronger system visibility.
About Us
An AI technology consulting partner built for accountable delivery.
Reco Universal supports clients that need practical AI judgment, reliable execution, and clear communication across strategy, engineering, data, cloud, governance, and support.
AI use-case planning
Architecture with data context
Human review by design
Launch and AI operations
Advisory
Use cases, roadmap, risk
Engineering
Build, integrate, evaluate
Operations
Launch, monitor, improve
Portfolio
AI work with clear business outcomes.
Example engagements show how Reco Universal supports AI applications, automation, data platforms, cloud delivery, modernization, and production operations.
AI Client Portal
Secure portal with AI-assisted service workflows
A role-based portal for request intake, document exchange, AI summaries, approvals, and status visibility.
Next.jsRAGPostgreSQLAuth
Reduced manual handoffs and helped teams review client activity faster.
AI Data Platform
Executive reporting with predictive insights
Data pipelines, dashboards, and AI-assisted analysis that replaced spreadsheet reporting with consistent metrics.
ETLSQLBIML
Improved reporting speed and surfaced decision signals from operational data.
Cloud AI
Production environment for AI-enabled products
Cloud infrastructure, model integration workflows, monitoring, backups, and rollback practices for AI products.
AWSDockerCI/CDLLM Ops
Stabilized AI releases and improved operational readiness.
AI Automation
Agent workflows for back-office teams
Automated intake, routing, notifications, task tracking, and AI-assisted handoffs across operational systems.
ReactAgentsQueuesCRM
Reduced repetitive work and improved SLA visibility.
AI Modernization
Legacy system review for AI readiness
Technical assessment, data readiness review, integration planning, architecture recommendations, and staged delivery.
ArchitectureSecurityDataRoadmap
Created a practical AI adoption path without interrupting active users.
AI Operations
Monitoring and support model for AI systems
Incident workflows, model usage monitoring, runbooks, and escalation processes for AI-enabled applications.
RunbooksAlertsSLOsSupport
Improved operational clarity and support handoffs.
Delivery model
From AI strategy to production support.
Mature AI delivery requires more than connecting a model. We align stakeholders, manage risk, document decisions, evaluate behavior, and support systems after launch.
1
Assess and align
We review AI use cases, users, data, systems, risk, and success measures before implementation begins.
2
Design and build
We deliver AI interfaces, APIs, agents, retrieval workflows, integrations, environments, and documentation.
3
Launch and operate
We support release, model monitoring, issue triage, improvement planning, and future roadmap decisions.
Leadership model
Clear AI roles behind every engagement.
AI client work is organized around executive oversight, technology direction, delivery management, governance, and hands-on engineering ownership.
Executive Leadership
AI business goals, client governance, strategic adoption planning, and engagement accountability.
Technology Leadership
AI architecture, cloud strategy, engineering standards, security posture, and delivery quality.
Delivery Leadership
AI roadmaps, staffing, communication cadence, release planning, and measurable outcomes.
Engineering Leadership
Agent implementation, code quality, reviews, integration support, and production readiness.
Company members
Professionals focused on AI-enabled client delivery.
Kelvin Lee
Software Development Consultant
Supports product engineering and technology delivery across Reco Universal client projects.
Francisco Lopez
Software Consultant
Works across client delivery, implementation support, and software consulting engagements.
Benjamin W.
Technology Consultant
Supports technical planning, project coordination, and implementation for consulting clients.
Brandon Jackson
Senior AI/ML Software Engineer
Supports AI/ML and software engineering initiatives for Reco Universal clients.
Career
Build AI technology that clients depend on.
Reco Universal works with engineers, AI consultants, delivery leads, and technical specialists who care about practical automation, direct communication, and dependable outcomes.
Contact recruitingAI Software Engineering
Frontend, backend, full-stack, model integration, evaluation, and platform delivery roles.
AI Cloud and Security
Infrastructure, LLM operations, observability, identity, security review, and reliability engineering roles.
Data and AI
Data engineering, retrieval systems, analytics, automation, AI workflow design, and operational intelligence roles.
Client Delivery
AI business analysis, technical project management, solution consulting, and support leadership roles.
Contact
Tell us what AI workflow you need to build or improve.
Send a short request and we will route it to the right AI consulting, engineering, or support lead.
General inquiries
contact@recouniversal.comOffice
33 Irving Pl, New York, NY 10003
Business hours
Monday-Friday, 9:00 AM-6:00 PM ET
AI delivery checks
AI delivery signals clients can trust.
These delivery checks help teams evaluate AI projects with clearer risk controls, stronger production readiness, and better operating discipline.
AI Readiness Review
Use-case, data, integration, and rollout review before build.
Responsible AI Controls
Human review, access control, risk checks, and audit planning.
Cloud AI Delivery
Deployment, monitoring, CI/CD, and operating procedures.
Production Support
Runbooks, triage, improvement planning, and release support.
AI and software ecosystem
Platforms our AI delivery work commonly connects with.
