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

Secure, governed AI agents that don't just reply — they act. Train on your own knowledge with private RAG, automate with built-in tools, and keep humans in the loop.

  • Built-in tools — tickets, bookings, surveys, QR codes
  • Private RAG on your documents — your data stays yours
  • Widget, browser extension, or standalone link
  • Connect via MCP & Agent-to-Agent (A2A) protocols
BYO Your Own LLM
3 Delivery Channels
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, tailored to your business processes and integrated with your existing systems.

  • Custom agent design & persona configuration
  • Knowledge base setup with your documents
  • Human handoff & escalation workflows
  • Multi-channel deployment (web, mobile, Slack)
  • 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.

January 2025

Wag-Tail.io Platform Launch

We're excited to announce the general availability of Wag-Tail.io, our enterprise AI agent platform. Build, deploy, and manage custom AI agents with no-code simplicity.

Learn more
December 2024

RAG Pipeline Enhancements

Major improvements to our RAG infrastructure including hybrid search, reranking, and support for 100+ document formats. Better retrieval means better AI responses.

Explore our services
November 2024

Partnership with Leading APAC Enterprises

Startoken partners with major financial services and healthcare organizations across Australia and Singapore to deploy secure, on-premise AI solutions.

Get in touch