Enterprise AI.
Built for you.

We help organizations build tailored AI systems
to solve the world's hardest problems.

Use any LLM without losing control

Cost Control

Token tracking, usage quotas, and budget alerts. Never get surprised by LLM costs again.

Enterprise Security

PII redaction, prompt guardrails, and audit trails for compliance-first AI.

High Availability

Chain LLM providers with priority-based failover and circuit breakers, so apps stay online when a provider degrades.

No Vendor Lock-in

100+ LLM providers supported. Switch models anytime without code changes.

Our Products

Three products across two platforms — govern your AI agents, your AI applications, and your APIs.

AI Agent Platform

wag-tail.io

Your own AI agent platform, inside your walls. Build no-code agents on your private knowledge, use any model, and put your brand on it. Run it in your own environment so sensitive data never leaves.

  • Runs in your own environment — private cloud, on-prem, or our cloud
  • Private RAG on your documents — your data stays yours
  • No-code agent builder, any model (bring your own LLM)
  • White-label — your brand, your domain
  • Built-in tools, human handoff, MCP & A2A
  • Widget, browser extension, or standalone link
BYO Your Own LLM
Private Self-Hosted Option
Visit wag-tail.io
AI Control Plane

Wag-Tail AI Gateway

The application-centric AI control plane. Instead of one global policy, compose a dedicated profile for every AI application — then connect it to any LLM.

  • Security rules — PII masking, injection & jailbreak defence
  • Token optimisation — semantic caching & compression
  • MCP components — scoped, least-privilege tools per app
  • 100+ LLM providers with multi-provider failover
60–80% Token Cost Savings
1:1 App to Profile
Visit Wag-Tail AI Gateway
API Governance

API Collaboration Portal

Total command over your API products. Full lifecycle governance across a partner-facing Developer Portal and an internal Admin Portal — every action audited.

  • Centralised catalogue, versioning & deprecation
  • Maker-checker approval before production
  • Partner access control — dual realms & RBAC
  • Live observability with end-to-end tracing
2 Portals, One Console
100% Audited Actions
Visit API Collaboration Portal

Professional Services

End-to-end AI implementation with expert guidance at every step.

RAG Implementation

Transform your enterprise data into intelligent knowledge systems with our Retrieval-Augmented Generation services.

  • Document ingestion & chunking optimization
  • Vector database setup & embedding tuning
  • Semantic search with hybrid retrieval
  • Multi-source integration (SharePoint, Confluence, S3)
  • Context-aware response generation
Pinecone Qdrant pgvector LangChain

AI Deployment

Production-ready AI infrastructure with enterprise security, observability, and scalability built in.

  • Private LLM deployment (Ollama, vLLM, TGI)
  • GPU cluster optimization & auto-scaling
  • API gateway with rate limiting & caching
  • Multi-model routing & load balancing
  • Monitoring, logging & cost observability
Kubernetes Docker AWS/Azure/GCP Prometheus

AI Agent Implementation

Custom AI agents built on wag-tail.io and deployed inside your environment, tailored to your processes and integrated with your systems.

  • Custom agent design & persona configuration
  • Knowledge base setup with your documents
  • Human handoff & escalation workflows
  • Multi-channel deployment (website widget, browser extension, standalone link)
  • Analytics & conversation insights
wag-tail.io Widget API White-label

Need a custom solution? Let's discuss your requirements.

Schedule a consultation

What we can do for you

From infrastructure to implementation, we deliver production-ready AI.

AI Infrastructure

Deploy private LLMs on Kubernetes with GPU optimization. Ollama, Mistral, DeepSeek - air-gapped or cloud.

Security & Compliance

PII redaction, prompt guardrails, and audit trails. GDPR, CCPA, and APAC regulatory compliance.

Knowledge Systems

RAG pipelines over your documents. Semantic search across SharePoint, Confluence, and custom sources.

Enterprise Copilots

Custom AI assistants integrated with Salesforce, ServiceNow, Workday, and your business systems.

Deploy anywhere

Flexible infrastructure that fits your security and compliance requirements.

On-Premise

Air-gapped deployment for maximum data sovereignty

Private Cloud

Your VPC on AWS, Azure, or GCP

Hybrid

Mix of on-premise and cloud for flexibility

Technologies we deploy:
Kubernetes OpenShift FastAPI Redis Vault Mistral Llama Pinecone

Get in touch with the team.

Let's start your journey to enterprise AI.

Looking for help?

Press and events

Email us at
contact@startoken.com

Security

Report security vulnerabilities
contact@startoken.com

Contact Us.

Please share your objectives and any specific requirements for deployment, performance or scale.

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About Startoken

We're a team of AI engineers, architects, and enterprise consultants helping organizations harness the power of artificial intelligence.

Founded in Australia, Startoken specializes in deploying production-ready AI systems for enterprises across the Asia-Pacific region. Our mission is to make cutting-edge AI accessible, secure, and practical for businesses of all sizes.

We believe AI should augment human capabilities, not replace them. That's why we focus on building systems with human oversight, clear accountability, and measurable business outcomes.

3 Enterprise AI Products
100+ LLM Models Supported
4 Deployment Models

Our Values

Security First

Enterprise-grade security with data sovereignty as a priority.

Rapid Delivery

From proof-of-concept to production in weeks, not months.

Partnership Approach

We work alongside your team, transferring knowledge at every step.

Join Our Team

Build the future of enterprise AI with us.

At Startoken, you'll work on challenging problems at the intersection of AI, security, and enterprise systems. We're a remote-first team that values autonomy, continuous learning, and delivering real impact.

Engineering

Senior AI Engineer

Design and implement RAG pipelines, LLM integrations, and AI agents for enterprise customers.

Remote / Sydney Full-time
Apply Now
Engineering

Full Stack Developer

Build intuitive interfaces and robust APIs for our AI platform using React, Python, and FastAPI.

Remote / APAC Full-time
Apply Now
Solutions

AI Solutions Architect

Work with enterprise customers to design and deliver custom AI solutions that solve real business problems.

Sydney / Melbourne Full-time
Apply Now

Don't see a role that fits? We're always looking for talented people.

Send us your resume

News & Updates

Latest announcements from Startoken.

October 2026

wag-tail.io Reaches Its First Customer Goal

Our first group of wag-tail.io customers is now complete. We are pausing online sign-up for now and moving into a review stage, using what we have learned from these teams to shape the next round of improvements. New customers are still welcome by request — tell us about your team and we will be in touch.

Request access
October 2026

More Customers Onboard the Wag-Tail AI Gateway

More organisations are now onboarding the Wag-Tail AI Gateway to gain clear visibility across their AI environments — seeing which applications use which models and tools, and governing every request from a single point of control.

Explore the AI Gateway
July 2026

API Collaboration Portal Now Generally Available

The Wag-Tail API Collaboration Portal is now available to all enterprise customers. Govern your full API lifecycle across a partner-facing Developer Portal and an internal Admin Portal — with maker-checker approval and a complete audit trail on every action.

Explore the portal
April 2026

AI Gateway Goes Application-Centric

The Wag-Tail AI Gateway now gives every AI application its own profile, composed from security rules, MCP components, and token-optimisation rules. Enterprise MCP support brings scoped, least-privilege tool access and a governed tool registry to every request.

See how profiles work
February 2026

wag-tail.io Adds A2A and Self-Hosted Deployment

Agents can now delegate to external AI agents over the open Agent-to-Agent protocol, connect to MCP servers, and be published as a REST API, an A2A agent, or an MCP server. A new self-hosted edition brings white-label branding and full data sovereignty — run the whole platform inside your own environment.

Learn more