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AI Platform Tools

Everything You Need
to Build with AI

From project discovery to verified output — Honeylai tools cover every layer of the AI stack.

Layer 1 — User Tools

Discover, Build & Prompt

Tools that help you work better with AI — from project discovery to prompt engineering.

● LIVE
Discovery
Biscovery

Conversational AI that discovers your project needs and generates a professional AI-ready prompt and structured blueprint. Tailored to your profession — developer, designer, marketer, and more.

Prompt Generation Blueprint JSON 8 Professions Voice Input
engine: claude-sonnet • host: biscovery.honeylai.com
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COMING SOON
Prompt Engineering
Prompt Optimizer

Paste any AI prompt and get an improved, structured version with better clarity, specificity, and output quality. Hybrid local + Claude engine for cost efficiency.

Prompt Analysis Rewrite Hybrid AI
engine: hybrid — local + claude • planned
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COMING SOON
Templates
Template Gallery

Ready-to-use AI prompt templates for any profession and use case — verified by the Logic Kernel.

50+ Templates Verified Sector-specific
engine: static + kernel verified • planned
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Layer 2 — Logic Kernel

Verify, Validate & Audit

The AI-to-AI layer that intercepts and verifies every output before it reaches you.

● LIVE
Logic Kernel
Output Validator

Every AI output passes through the Honeylai Logic Kernel for deterministic verification — confidence scoring, rule enforcement, and hallucination detection.

Hallucination Guard Confidence Score Audit Chain
engine: local — honyla logic kernel v4.x
Learn How It Works →
● LIVE
AI Sandbox
AI Sandbox

Public AI testing environment powered by Honeylai's local GPU infrastructure in Sydney. Every response verified by the Logic Kernel. Zero cloud dependency.

GPU-powered Local inference Kernel verified Free to use
engine: ollama — llama3/mistral • host: ai.honeylai.com
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IN DEVELOPMENT
Orchestration
AI Orchestrator

Coordinate multiple AI models working together on complex tasks. Route queries to the right model, verify outputs at each stage, and chain results with full audit trail.

Multi-model Auto-routing Chain verification
engine: hybrid — local routing + cloud models
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Layer 3 — Profession Workflows

Built for Any Field

Honeylai adapts to your profession. Biscovery builds a custom AI workflow for your specific needs — whatever your field.

⌨️
● AVAILABLE
Developer & Engineer
Code & Architecture AI

Generate boilerplate, plan system architecture, write documentation, and debug complex code — all with verified, structured output from the Logic Kernel.

Code Generation Architecture Documentation
engine: discovery bot → custom blueprint
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🎨
● AVAILABLE
Designer & Creative
Creative Brief AI

Build creative briefs, generate design prompts for AI image tools, plan visual systems, and structure design reviews with structured AI output.

Creative Briefs Design Prompts Visual Systems
engine: discovery bot → custom blueprint
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📊
● AVAILABLE
Any Other Profession
Custom Workflow AI

Marketer, Architect, Researcher, Educator, Business Owner — Biscovery adapts to your specific field and builds the right AI workflow for you.

Any Profession Custom Blueprint Logic Verified
engine: discovery bot → custom blueprint
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Layer 4 — Infrastructure

Private AI Hardware

Dedicated GPU servers for businesses that need complete data sovereignty.

● AVAILABLE
Hardware
Honeylai AI Station

Complete AI infrastructure packages — hardware, software, and Logic Kernel pre-installed. Nano from AUD $3,500 · Titan from AUD $4,500 · Neural from AUD $25,000.

Nano $3,500 Titan $4,500 Neural $25,000 On-premise
hardware: nvidia gpu • os: ubuntu linux • model: configurable
Configure Your Station →
IN DEVELOPMENT
Infrastructure
Remote Management

Manage and monitor your Honeylai AI Station remotely. Model updates, performance monitoring, and kernel updates — all from a secure dashboard.

Remote Access Model Updates Monitoring
coming with AI Station purchase • in development
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PLANNED
Managed Service
Managed AI Service

Full AI infrastructure as a service for SMBs. We install, maintain, and update your AI stack — you just use it. Monthly subscription model.

SMB-focused Monthly plan Full support
model: subscription • planned q3 2026
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