AI infrastructure
and 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.
Platform System Fabric
One cohesive architecture spanning client surfaces, dynamic routing, sandbox execution, persistent state, and zero-trust governance.
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.
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.
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.
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.
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.
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
Featured Client Case Studies
Damon Motorcycles
$8.4M in 30 DaysHigh-Performance Electric Superbikes
Hanzo Agency engineered the high-throughput reservation engine, interactive 3D configurator, and IoT vehicle telemetry substrate powering the Damon HyperSport launch.
Casper Blockchain
DEVxDAO Co-FoundedEnterprise-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.
Triller & TrillerFest
169M Global ViewersWorld’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.
Cover Build
Permit Cycle: Months → DaysAutomated Generative Architectural Design
Created an automated generative CAD pipeline translating homeowner specifications into compliant zoning schematics, engineering plans, and municipal permit documentation.
Turnkey Autonomous Company Stacks
Battle-tested operational architectures built by Hanzo Agency, run autonomously by frontier reasoning models and specialized agent teams.
AI Automation Agency (AAA)
Autonomous multi-agent system managing client lead capture, automated proposal drafting, custom MCP integration setup, and real-time SLA reporting.
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.
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.
Autonomous Technical Recruiting Pipeline
Inbounds and screens candidates autonomously using vector-matched resume parsing, automated asynchronous screening chats, and ATS pipeline synchronization.
How We Land Enterprise AI
A disciplined, 4-phase agile engineering methodology transitioning from initial scoping sprint to high-scale production.
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.
Enclave & Knowledge Substrate
Deploy dedicated Hanzo Base clusters, provision Hardware KMS enclaves, and configure hybrid vector ingestion across proprietary databases.
Custom Agent & RAG Pipeline
Synthesize autonomous supervisor-worker DAGs, integrate 260+ MCP backends, and fine-tune domain-specialized LoRA adapters.
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.
Sensei Group
Fractional CTOs, Chief AI Officers, and principal architects who guide enterprise AI strategy, risk management, and team enablement.
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