# AI Solutions for every industry. — Hanzo AI > The cloud, the developer tools, and engineers who have shipped this before. Enterprise Solutions # AI infrastructureand the team to land it. Hanzo runs the cloud your workload sits on — models, machines, databases, identity, secrets — behind one API. It is open source, so you can take it in-house whenever you want. When a project needs people rather than infrastructure, Hanzo Agency and Sensei Group do that part with your team. [Talk to sales](https://hanzo.ai/contact)[See the capabilities](https://hanzo.ai/solutions/capabilities) ## Capabilities The work Hanzo takes on, by use case — AI engineering, cloud infrastructure, data and analytics, and the products built on top of them. AI EngineeringCloud InfrastructureData AnalyticsDigital Experiences [See the capabilities](https://hanzo.ai/solutions/capabilities) ## Industries The same platform seen from inside a sector — financial services, healthcare, retail, technology. What changes is the data and the compliance surface, not the stack underneath. Financial ServicesHealthcareRetailTechnology [See the industries](https://hanzo.ai/solutions/industries) ## Platform System Fabric One cohesive architecture spanning client surfaces, dynamic routing, sandbox execution, persistent state, and zero-trust governance. 107 ns Wake · 477 B RAM ### Autonomous Agent Swarms Hierarchical Supervisor DAGs & MicroVMs Supervisor agents decompose complex enterprise goals into directed acyclic graphs, delegating tasks to specialized code, SQL, and compliance workers with continuous verification. Hanzo SwarmZAP Tool Gateway (260+ MCPs)Rootless MicroVMs [Deep-dive into Autonomous Agent Swarms](https://hanzo.ai/solutions/agents) 80.7 F1 · Sub-10ms P99 ### Enterprise RAG 2.0 Dual Indexing & LoCoMo Re-Ranking Zero hallucination risk. Combines dense vector embeddings with BM25 sparse lexical search and cross-encoder re-ranking to ground every response in enterprise data. Hanzo Base (pgvector)LoCoMo EngineZen3-Embedding [Deep-dive into Enterprise RAG 2.0](https://hanzo.ai/solutions/rag) <100ms TTFT · <300ms Audio ### Real-Time Streaming & Voice Global Edge Ingress & Zen Live Low-latency token generation streamed through worldwide Edge PoPs. Bidirectional, interruptible voice interactions with natural acoustic modeling across 50+ languages. Zen LiveMultiplexed SSE / WebSocketsGlobal Edge Mesh [Deep-dive into Real-Time Streaming & Voice](https://hanzo.ai/solutions/realtime) Zero Egress · Air-Gap Ready ### Private Enclaves & Fine-Tuning Sovereign VPCs & Hardware KMS Train and fine-tune frontier models on proprietary company knowledge with LoRA adapters hot-swapped at inference time. Complete network isolation with customer-managed keys. Hanzo Train (SFT & DPO)LoRA Adapter MeshHardware HSM KMS [Deep-dive into Private Enclaves & Fine-Tuning](https://hanzo.ai/solutions/fine-tuning) ARCHITECTURE COMPARISON ### Unified AI Fabric vs. Fragmented Multi-Vendor Stacks Why leading engineering teams standardize on Hanzo instead of stitching together isolated services. ARCHITECTURAL LAYER FRAGMENTED MULTI-VENDOR STACK HANZO UNIFIED SYSTEM FABRIC Unified Intelligence Mesh Disjointed API keys across 4-6 vendors; uncoordinated rate limits; fragile custom failover logic. Single unified gateway with dynamic latency-aware routing, automated provider failover, and frontier Enso models. Knowledge & Vector Retrieval Standalone vector DBs bolted onto external search clusters; frequent lost-in-middle hallucinations. Native Hanzo Base (Postgres + pgvector) with BM25 hybrid indexing and LoCoMo re-ranking scoring 80.7 F1. Tool Integrations & MCP Bespoke custom REST glue code; unauthenticated endpoints; maintenance overhead on API changes. 260+ standardized Model Context Protocol (MCP) servers with automatic schema validation and zero setup. Code & Task Execution Dangerous unisolated local exec or heavy Docker containers with multi-second cold starts. MicroVM POSIX sandboxes with rootless isolation, 187ns hot-resume, and 477 bytes RAM per idle agent. Trust, Security & Privacy Data egresses to multiple third-party servers; unverified model training policies; fragmented audit trails. Zero-Trust data enclaves, on-the-fly PII redaction, hardware KMS envelope encryption, SOC 2 & HIPAA BAA. Deployment Flexibility Locked into public SaaS clouds with zero air-gap or custom on-premise execution capabilities. Run on Hanzo Managed Cloud, in your own dedicated AWS/GCP/Azure VPC, or 100% disconnected air-gapped. Total Cost of Ownership (TCO) Compounding per-seat and per-query fees across multiple platforms plus hefty egress bandwidth billing. Up to 68% lower TCO through unified billing, aggressive token caching, and open-source binaries you can self-host. ## Unified AI Cloud One API for the models, the data, and the machines underneath them ### Enterprise Infrastructure GPUs and machines by the second, object storage, a database per tenant, and a gateway in front of all of it. Run it managed, or run the same binaries in your own cluster. ### Developer Experience One CLI, one key, SDKs in the languages you already use, and a coding agent that works in your repo. The endpoints on localhost are the endpoints in production. ### Expert Services Hanzo Agency and Sensei Group take a seat on your team — scoping the problem, building the first version, and staying until it runs. [See the cloud](https://hanzo.ai/cloud) ## Expert Services & Proven Track Record When an enterprise project needs specialized engineering teams rather than just bare infrastructure, Hanzo Agency and Sensei Group take a seat beside your engineers. $8.4M Damon Motorcycles in bikes sold in 30-day pre-order launch 169M TrillerFest live stream viewers on concurrent video infra 250,000 Bellabeat email pre-orders for LEAF health tracker $110M Unikrn Gold token volume in e-sports gaming ecosystem PROVEN CLIENT OUTCOMES ### Featured Client Case Studies [Explore all agency case studies](https://hanzo.agency/our-work) #### Damon Motorcycles $8.4M in 30 Days High-Performance Electric Superbikes Hanzo Agency engineered the high-throughput reservation engine, interactive 3D configurator, and IoT vehicle telemetry substrate powering the Damon HyperSport launch. Automotive IoTHigh-Concurrency CheckoutReal-Time Telemetry [Read full case study](https://hanzo.agency/case-studies/damon-motorcycles) #### Casper Blockchain DEVxDAO Co-Founded Enterprise-Grade Proof-of-Stake Network Architected Casper’s technical foundation from inception, advocating for the strategic pivot to Rust, operating initial mainnet validator nodes, and securing early ecosystem development grants. Rust ArchitecturePoS ValidatorsEnterprise Blockchain [Read full case study](https://hanzo.agency/case-studies/casper-blockchain) #### Triller & TrillerFest 169M Global Viewers World’s Largest Virtual Music Festival Scaled cloud video streaming and edge CDN architecture to support 169 million live viewers across 3 days with zero downtime, propelling Triller to #1 on the iOS App Store. Low-Latency VideoEdge CDN Scaling1M+ Concurrent Streams [Read full case study](https://hanzo.agency/case-studies/trillerfest) #### Cover Build Permit Cycle: Months → Days Automated Generative Architectural Design Created an automated generative CAD pipeline translating homeowner specifications into compliant zoning schematics, engineering plans, and municipal permit documentation. Generative CADZoning Vector DatabaseWorkflow Automation [Read full case study](https://hanzo.agency/case-studies/cover-build) AUTONOMOUS ENTERPRISE BLUEPRINTS ### Turnkey Autonomous Company Stacks Battle-tested operational architectures built by Hanzo Agency, run autonomously by frontier reasoning models and specialized agent teams. Agency & Services #### AI Automation Agency (AAA) Autonomous multi-agent system managing client lead capture, automated proposal drafting, custom MCP integration setup, and real-time SLA reporting. Lead intake pipeline Automated proposal engine 260+ MCP integrations White-labeled portal [Deploy with Hanzo Agency](https://hanzo.agency) Media & Social #### Autonomous Media & Video Clipping Engine Self-driving content curation pipeline that transcribes long-form podcasts, extracts viral hooks via Zen Scribe, renders captioned clips, and schedules multi-platform distribution. Speaker diarization Automated 9:16 reframing Dynamic subtitle rendering Multi-platform API posting [Deploy with Hanzo Agency](https://hanzo.agency) Publishing & Growth #### Programmatic SEO & Geo-Targeting Generates and updates 10,000+ high-intent localized search pages, automatically linking entities, injecting JSON-LD schemas, and monitoring keyword ranking telemetry. Automated entity graph Schema.org JSON-LD Sitemap synchronization Internal link optimizer [Deploy with Hanzo Agency](https://hanzo.agency) Talent & HR #### Autonomous Technical Recruiting Pipeline Inbounds and screens candidates autonomously using vector-matched resume parsing, automated asynchronous screening chats, and ATS pipeline synchronization. Semantic resume parser Zen Live voice screening Scored candidate briefs Greenhouse/Lever sync [Deploy with Hanzo Agency](https://hanzo.agency) DELIVERY METHODOLOGY ### How We Land Enterprise AI A disciplined, 4-phase agile engineering methodology transitioning from initial scoping sprint to high-scale production. PHASE 01 #### 1-Week Discovery Sprint We embed with your leadership and technical staff to audit data assets, define KPI benchmarks, and architect the target system topology. PHASE 02 #### Enclave & Knowledge Substrate Deploy dedicated Hanzo Base clusters, provision Hardware KMS enclaves, and configure hybrid vector ingestion across proprietary databases. PHASE 03 #### Custom Agent & RAG Pipeline Synthesize autonomous supervisor-worker DAGs, integrate 260+ MCP backends, and fine-tune domain-specialized LoRA adapters. PHASE 04 #### Production Hardening & Co-Pilot Run automated evals and security audits, load-test under peak concurrency, and transition into continuous fractional co-pilot support. ## Expert Partner Organizations The two teams who do the work beside you ### Hanzo Agency Specialized engineers who design, build, and deploy production AI applications, autonomous agents, and enterprise data platforms. [Visit Hanzo Agency](https://hanzo.agency)[See agency work](https://hanzo.agency/our-work) ### Sensei Group Fractional CTOs, Chief AI Officers, and principal architects who guide enterprise AI strategy, risk management, and team enablement. [Visit Sensei Group](https://sensei.group)[Schedule a call](tel:+19137774443) ## Build Your Vision, Shape the Future Join the revolution of AI-driven development. Hanzo gives your team the tools, platform, and support needed to innovate fearlessly, deploy instantly, and scale infinitely. [Get Started with Hanzo](https://platform.hanzo.ai)