The Full Strong Interactive Stack
Enterprise consulting and venture-grade execution across artificial intelligence, Semantic Web, blockchain & Web3, mixed reality, and sovereign infrastructure — delivered directly and through MetaDine, Baller Mixed Reality, AR-T, and SOVAIR.AI.
Planning an AI Engagement
How are AI safety controls scoped?
We scope controls to the use case: evaluation against representative data, red-teaming for prompt injection and data leakage, least-privilege tool access, human approval for consequential actions, audit logging, monitoring, and rollback procedures. Controls must be tested in the customer's environment; RAG and guardrails can reduce risk, not eliminate hallucinations or guarantee safe outputs.
How do you evaluate AI cost and total cost of ownership?
We compare build versus buy, model selection and routing, retrieval quality, caching, and usage limits against agreed quality and latency targets. Total cost includes integration, data preparation, inference or hosting, security, evaluation, monitoring, maintenance, and staff time—not just token prices. Scope and pricing follow discovery; savings and affordability are not guaranteed.
What are the boundaries for sensitive data and intellectual property?
Before using confidential data or proprietary code, we agree data classification, permitted inputs, access controls, retention and deletion, provider training/data-use terms, and contractual ownership and licensing. Public-cloud, private-cloud, on-premises, and air-gapped options have different tradeoffs. Do not send secrets or sensitive material through the website contact form. No architecture or agreement provides absolute IP protection.
What is the current status of SOVAIR.AI?
SOVAIR.AI is being deployed in a bounded live pilot with a Southeastern U.S. utility inside the customer's security boundary, helping define the final product. This is not general availability or a completed production rollout. SOVAIR.AI does not control plant systems or safety guardrails.
Can structured content guarantee search rankings or AI citations?
Semantic markup, source citations, and accessible content help search engines and agents interpret a page. Search rankings, indexing, AI citations, and inclusion in generated answers remain outside our control and are not guaranteed.
Artificial Intelligence
Enterprise-grade AI strategy and implementation — from generative AI and large language models to autonomous agents, retrieval-augmented generation, and computer vision. Engineered to deliver verifiable, auditable business outcomes.
Enterprise AI Strategy & Transformation
Roadmaps, governance, and ROI for the AI era.
Executive-level AI strategy engagements: opportunity mapping, build-vs-buy analysis, vendor selection, governance frameworks, and 12–36 month transformation roadmaps tied to measurable business outcomes.
- AI opportunity & ROI assessment
- AI governance, risk & compliance (NIST AI RMF, EU AI Act)
- Build-vs-buy and vendor selection
- Capability roadmaps for C-suite & board
- AI Center of Excellence design
Generative AI & Large Language Model Integration
GPT, Claude, Gemini, Llama — productionized.
End-to-end design and integration of generative AI and LLM systems: prompt engineering, fine-tuning, evaluation harnesses, guardrails, and production deployment across OpenAI, Anthropic, Google, Meta, and open-source models.
- LLM selection & cost optimization
- Prompt engineering & system prompts
- Fine-tuning, LoRA, and model distillation
- Evaluation pipelines & red-teaming
- Multi-model orchestration
AI Agents & Agentic Workflow Automation
Tool-using, function-calling, multi-step autonomous systems.
Design and deployment of AI agents that reason, plan, and execute multi-step workflows against enterprise tools — using function-calling, MCP, structured outputs, and human-in-the-loop checkpoints.
- Single- and multi-agent architectures
- Tool / function-calling integration
- MCP (Model Context Protocol) server design
- Agent evaluation & observability
- Human-in-the-loop oversight
Retrieval-Augmented Generation (RAG) & Semantic Search
Ground your AI in trusted enterprise context.
RAG pipelines combining vector embeddings, hybrid retrieval, knowledge graphs, and reranking to ground LLM output in authoritative data and reduce unsupported answers. Retrieval does not eliminate hallucinations; evaluation and human review remain important. See also our dedicated Semantic Web practice.
- Vector database design (Pinecone, Weaviate, pgvector)
- Hybrid retrieval (dense + BM25)
- Knowledge-graph-augmented RAG
- Reranking & citation grounding
- Evaluation against ground truth
Machine Learning, Deep Learning & Computer Vision
Custom models for vertical problems.
Custom ML and deep learning model development for classification, forecasting, recommendation, anomaly detection, and computer vision applications across industries.
- Predictive modeling & forecasting
- Recommendation engines
- Computer vision & image recognition
- Anomaly & fraud detection
- MLOps pipelines
Sovereign & Air-Gapped AI
AI for regulated and classified environments.
Architecture and deployment planning for customer-controlled, on-premises and air-gapped AI in regulated environments. SOVAIR.AI is being deployed in a bounded live utility pilot, not a generally available or completed production rollout.
- On-premises & air-gapped hosting design
- Inference provenance design
- Audit-ledger architecture
- Data sovereignty assessment
- Customer-specific security review
Semantic Web & Knowledge Graphs
Strong Interactive and our venture Baller Mixed Reality are ranked among the top 5 Semantic Web companies in the world by Crunchbase. We architect the semantic layer that grounds modern enterprise AI.
Knowledge Graph Engineering
Ontologies, RDF, OWL, SHACL — production-grade.
Domain ontology design, RDF triple stores, SHACL validation, and schema.org-aligned structured data — engineered to drive both internal reasoning and external discoverability.
- Ontology modeling (OWL, SKOS)
- RDF triple-store deployment
- SPARQL endpoint design
- Schema.org & JSON-LD publishing
- Graph federation & SHACL validation
Semantic Search & Vector Retrieval
Search by meaning, not by keyword.
Semantic search systems combining knowledge graphs, vector embeddings, and large language models for context-aware enterprise search, e-commerce discovery, and AI-powered knowledge management.
- Embedding model selection & fine-tuning
- Hybrid lexical + dense retrieval
- Entity-aware ranking
- Multilingual semantic search
- Federated cross-system search
Semantic SEO & Structured Data
Win the AI-driven search era.
Semantic SEO engagements: schema.org markup, knowledge-panel optimization, AI-overview readiness (Google SGE, Perplexity, ChatGPT Search), and entity-based content architecture.
- Schema.org / JSON-LD implementation
- Knowledge-panel & entity optimization
- AI Overview / SGE readiness
- Topical authority architecture
- Technical SEO & Core Web Vitals
Blockchain & Web3
Blockchain architecture, smart contracts, tokenization, and Web3 ecosystem strategy — from public-chain consumer brands to permissioned enterprise ledgers.
Blockchain Architecture & Strategy
Public, private, hybrid — chosen for the problem, not the hype.
Blockchain platform selection (Ethereum, Solana, Polygon, Avalanche, Hyperledger), L2 strategy, consensus mechanism evaluation, and end-to-end Web3 architecture design.
- Chain & L2 selection
- Consensus & throughput modeling
- Cross-chain interoperability
- Permissioned ledger design
- Enterprise blockchain integration
Smart Contract Development & Audit
Solidity, Rust, Move — written to be auditable.
Smart contract design, development, formal verification, and security audit across EVM chains, Solana, and other Layer 1 ecosystems.
- Solidity & Rust contract development
- Formal verification
- Security audit & gas optimization
- Upgradeable proxy patterns
- ERC standards (20, 721, 1155, 4337)
Tokenization & Digital Asset Strategy
From utility tokens to RWAs.
Token design, economic modeling, and issuance strategy for utility tokens, security tokens, XRTs, and real-world asset (RWA) tokenization.
- Tokenomics & economic modeling
- Utility token design
- XRT collections & royalty engineering
- Real-world asset (RWA) tokenization
- Regulatory & compliance strategy
DeFi & Decentralized Application Strategy
Production dApps with real user economics.
Decentralized application design and DeFi protocol strategy — from wallet UX and account abstraction to liquidity design and on-chain governance.
- dApp UX & wallet integration
- Account abstraction (ERC-4337)
- Liquidity & AMM design
- On-chain governance (DAO) design
- Cross-chain bridges
Mixed Reality & Spatial Computing
Augmented, virtual, and mixed reality strategy and execution — from Apple Vision Pro and Meta Quest to mobile AR and WebXR. Production deployments include AR collectibles for sports & entertainment and AR menus for hospitality.
XR / Spatial Computing Strategy
From Apple Vision Pro to mobile AR.
Strategic consulting for extended reality (XR) — augmented, virtual, and mixed reality — across enterprise training, customer experience, marketing, and immersive product visualization.
- XR opportunity mapping
- Hardware platform selection (Vision Pro, Quest, HoloLens)
- Mobile AR & WebXR strategy
- Immersive training & onboarding
- Spatial UX design
AR Collectibles & Sports / Entertainment XR
Powering Baller Mixed Reality and SFT Combat.
Augmented-reality collectibles platforms integrating XR with authenticated digital memorabilia. Strong Interactive's Baller Mixed Reality is the Official Technology Partner of SFT Combat.
- AR collectible authentication
- Blockchain-backed provenance
- Sports & entertainment licensing
- Live-event AR activations
- Companion mobile AR apps
Hospitality AR — MetaDine
AR menus and AI staff training for high-end restaurants & resorts.
Through our MetaDine venture, Strong Interactive delivers B2B mixed reality services to high-end restaurants, hotels, and resorts — converting menu items into AR previews and AI-powered staff training programs.
- AR menu visualization
- AI-powered staff onboarding
- Trackable in-venue analytics
- Luxury & resort deployments
- Multi-property rollouts
Fine Art XR — AR-T
Featured at Art Basel 2022.
Converting original master artwork into AR digital assets viewable on AR-enabled mobile devices, debuted at Art Basel 2022 and deployed across galleries, museums, and private collections.
- Artwork-to-AR digitization
- Gallery & museum installations
- Limited-edition AR drops
- Provenance & authenticity layers
- Collector mobile experiences
Critical Infrastructure & Cyber
AI, blockchain, and cybersecurity for the systems that cannot fail — finance, energy, nuclear, defense, and federal. Engagements span advisory, architecture, and full deployment.
SOVAIR.AI — Air-Gapped, Blockchain-Secured AI
AI nodes for energy, finance, and federal.
SOVAIR.AI is being deployed in a bounded live pilot with a Southeastern U.S. utility inside the customer's security boundary, helping define the final product. The architecture is designed for air-gapped inference and auditable provenance. SOVAIR.AI does not control plant systems or safety guardrails.
- Customer-controlled hosting design
- Inference signing architecture
- Internal audit-ledger design
- Bounded live utility pilot
- No plant-system or safety-guardrail control
AI for Financial Services
Models, risk, and operations.
AI strategy and deployment for financial institutions: trading & risk models, fraud detection, KYC/AML automation, document intelligence, and compliant generative AI for advisory.
- Risk & trading models
- Fraud & AML detection
- Document intelligence
- Compliant generative AI
- Customer-facing copilots
AI for Energy & Critical Infrastructure
Grid, generation, and nuclear.
Advisory and architecture for energy operators evaluating AI-assisted knowledge retrieval, maintenance analysis, and anomaly detection. Scope, security controls, and human oversight are agreed for each engagement; the SOVAIR.AI utility work remains a bounded live pilot.
- Operational knowledge retrieval
- Maintenance-analysis use cases
- Anomaly-detection evaluation
- Air-gapped architecture assessment
- OT/IT security boundaries
Cybersecurity & AI Risk Advisory
Including engagements with Cyber Realm.
Cybersecurity strategy, AI risk advisory, and secure-by-design AI architecture — including engagements with Cyber Realm Solutions (KRON4-covered).
- AI red-teaming
- Threat modeling for AI systems
- Zero-trust architecture
- Cryptographic provenance
- Compliance (NIST, ISO 27001, SOC 2)
Industry Verticals
Strong Interactive applies its AI, semantic, blockchain, and mixed reality stack across vertical-specific engagements and venture brands.
Hospitality, Restaurant & Resort Technology
MetaDine and direct consulting.
Mixed reality, AI concierge, and operational AI for luxury hotels, resorts, and high-end restaurants — delivered directly and through our MetaDine venture.
- AR menus & in-venue activations
- AI concierge & guest copilots
- Staff training & onboarding
- Multi-property operational AI
- Revenue & yield intelligence
Sports & Entertainment Technology
Baller Mixed Reality, SFT Combat, and beyond.
AR collectibles, fan engagement platforms, and tokenized memorabilia for leagues, federations, athletes, and entertainment IP. Baller Mixed Reality is the Official Technology Partner of SFT Combat.
- Athlete & federation partnerships
- AR collectible drops
- Tokenized memorabilia
- Live-event activations
- Companion fan apps
Fine Art, Galleries & Museums
AR-T and cultural-sector consulting.
AR-enabled fine art experiences and digital provenance for galleries, museums, auction houses, and private collectors.
- Artwork-to-AR digitization
- Museum installations
- Limited-edition AR drops
- Digital provenance & authenticity
- Collector experiences
Financial Services & Fintech
AI, blockchain, and tokenization.
Combined AI + blockchain consulting for banks, asset managers, fintechs, and Web3-native firms — from compliant generative AI to RWA tokenization.
- Compliant generative AI
- Tokenization (RWA, security tokens)
- On-chain analytics
- Fraud, KYC/AML, risk AI
- Customer-facing copilots
Federal, Defense & Public Sector
Sovereign AI for mission-critical work.
Sovereign AI, air-gapped deployments, and semantic intelligence systems for federal, defense, and public-sector customers — informed by founder Jonathan Herman's appearances at IAEA CyberCon (Vienna) and related forums.
- Sovereign & air-gapped AI
- Classified-environment deployment
- Semantic intelligence systems
- Cryptographic provenance
- Federal compliance frameworks
Ready to engage?
Strong Interactive serves enterprise, government, and venture clients worldwide. Tell us about your challenge — we'll respond with a clear path forward.
Start a Conversation