Our work - AI infrastructure engineered for control, compliance, and production.

From retrieval systems to governed agent frameworks, explore the production infrastructure we have engineered for regulated and high-accountability environments.

We assume architectural ownership from system design through operational deployment.

Engagement Portfolio

Luna AI

Product Engineering, Hardware-Software Integration, Product Site, Investor Materials, Go-to-Market

Full-Stack Edge AI Product Engineering — Hardware to Market

Luna AI set out to democratize artificial intelligence by building a compact, offline edge AI device capable of 400 tokens/second — 6x faster than the NVIDIA Jetson Orin Nano — with zero cloud dependency, 1–5W power draw, and full GDPR/HIPAA compliance by design. The challenge: translate breakthrough hardware R&D into a market-ready product with a compelling investor and customer-facing presence.

BeeNex engineered the full product stack — integrating custom hardware with proprietary firmware, building the product landing site with interactive TCO calculators and performance benchmarks, producing investor-facing materials, and establishing the go-to-market infrastructure. Delivered a vertically integrated product identity that positions Luna as a credible disruptor in the $24B enterprise edge AI market.

Production SaaS Company

Control Layer Architecture, Multi-Tenant Isolation, Agent Permission Engineering, Deployment Isolation

AI Boundary Control Layer for Production SaaS Platform

A production SaaS company required AI augmentation without compromising system determinism, performance, or customer data boundaries. Existing AI integrations lacked the compliance safeguards necessary for multi-tenant production environments with strict isolation requirements.

BeeNex engineered a control-layer architecture that integrated retrieval pipelines, permissioned agent workflows, and cross-environment deployment constraints within the live production SaaS ecosystem — governing multi-tenant data boundaries, agent permission controls, and deployment isolation across all AI-augmented workflows. Achieved zero cross-tenant data incidents and maintained full production SLA integrity throughout AI integration.

Biohax Scientific

Infrastructure Engineering, Manufacturing Integration, Payment Systems, HIPAA Compliance Architecture

Structured Operational Framework for Manufacturing & Formulation Infrastructure

Biohax Scientific required a platform enabling healthcare practitioners to design personalized supplement formulas down to individual ingredient and dosage, then route them through manufacturing and fulfillment — but no structured operational infrastructure existed for this workflow at scale.

BeeNex engineered the full system end-to-end: multi-role access enforcement, ingredient catalog with live manufacturer API synchronization, formula builder with validation gates, dynamic payment processing, automated manufacturing submission pipelines, and HIPAA-compliant architecture with full audit logging.

Enabled real-time practitioner visibility while eliminating fragmented manual routing workflows.

Commercial Real Estate Management Company

Systems Architecture, Enterprise Integration, Operational Safeguards

Enterprise AI Systems Architecture & Operational Integration Framework

The client operated across a patchwork of disconnected enterprise systems — MRI, Argus, Nexus, Certify, SharePoint, and more. Nearly every workflow required manual exports, reformatting, and cleanup before data could be used for reporting or decision-making, creating significant operational fragility.

BeeNex conducted 16 department-wide discovery sessions, identified 26 distinct operational pain points, and architected a 5-module AI integration framework that delivered immediate efficiency gains while establishing the operational integrity framework for full cross-system automation. Consolidated 15+ disconnected systems into a unified architectural framework — enforcing integration governance and reducing operational fragility across all automated workflows.

Palm Health Foundation

Retrieval Infrastructure, Data Access Controls, Cross-Platform Integration

Cross-Repository Retrieval Infrastructure with Enforced Access Boundaries

Palm Health Foundation had years of historical mini grant data fragmented across Box, Google Drive, and OneDrive/SharePoint — including Excel tracking spreadsheets, instructional documents, templates, interview summaries, and physical sign-in sheets — with no unified retrieval layer or structured access model.

BeeNex architected and deployed a cross-repository retrieval infrastructure that unifies all three data sources under a single query interface with enforced access boundaries, enabling foundation staff to surface themes and patterns across years of grant history with full source attribution. Reduced cross-repository research friction by centralizing retrieval with enforced access boundaries.

Center for Child Counseling

Retrieval Infrastructure, Access Boundary Enforcement, Cloud Deployment, RAG Pipeline Engineering

Multi-Source Retrieval Infrastructure with Access Boundaries

Staff at Center for Child Counseling frequently needed information spread across multiple internal sources — YouTube training videos, document repositories, and institutional knowledge that lived in people's heads. Finding the right answer meant searching multiple places or asking colleagues, creating operational bottlenecks.

BeeNex engineered a multi-source retrieval infrastructure with structured access boundaries that ingests content from YouTube, custom file systems, and internal documents — providing accurate, source-attributed answers through a policy-enforced conversational interface deployed on Google Cloud Platform. Significantly reduced internal knowledge retrieval time across staff workflows.

Mental Health America

Platform Infrastructure, HIPAA Compliance Architecture, Data Access Enforcement

HIPAA-Compliant Behavioral Health Data Infrastructure

Mental Health America of the Palm Beaches had years of case notes scattered across paper forms, emails, and disconnected spreadsheets — with no standardized data entry, no audit trail, and significant HIPAA exposure across three separate community programs.

BeeNex architected and deployed a HIPAA-compliant, cross-platform data infrastructure from the ground up — replacing paper and patchwork systems with a single auditable platform featuring speech-to-text, batch export, and real-time audit logging. Eliminated paper-based workflows while establishing full HIPAA-compliant auditability.

Engagement details summarized for illustrative purposes. Certain architectural implementations subject to confidentiality agreements. Client references do not imply endorsement.

Client Perspective

BeeNex delivered a production-grade platform that met our compliance requirements from day one. Their control-layer approach meant we could deploy with confidence across regulated environments.

Biohax Scientific

Operational Environments Served

  • Behavioral Health & HIPAA-Regulated Systems

  • Public Sector & Government-Adjacent Environments

  • Philanthropic Foundations

  • Enterprise Real Estate Operations

  • Health-Tech & Manufacturing Platforms

  • Enterprise SaaS & Multi-Tenant Platforms

When Organizations Engage BeeNex

Organizations engage BeeNex when architectural clarity and operational control are missing.

  • AI initiatives stall between prototype and production

  • Cross-system integrations introduce operational fragility

  • Compliance requirements block deployment

  • Vendor tooling creates architectural drift

  • Multi-tenant or regulated environments require controlled system boundaries

We restore architectural clarity and operational integrity.

If architectural clarity is the blocker, we can resolve it.

Deploy AI as infrastructure — not experiment.

30-minute architectural review. Direct. Structured. No pitch deck.

Our Office

  • Melbourne, FL
    2412 Irwin St
    Melbourne, FL 32901