TOD
TOD is an AI-powered AI Agents tool — Universal decision model for task‑oriented routing, intent classification, urgency scoring, and severity rating. Best for: AI Agents. Pricing: Paid (GateOnAI Score: 33/100).
Universal decision model for task‑oriented routing, intent classification, urgency scoring, and severity rating
TOD is a decision model that reads text and images, extracts factual information, and selects the next action for a conversation. It sits in front of your existing assistant, handling turns it is confident about and passing the rest to your large language model. The system processes up to 48,000 tokens per decision, extracts structured facts from unstructured inputs such as photos, screenshots, or scanned documents, ranks available actions, and executes the chosen action without generating free‑form text.\nDesigned for customer support, TOD uses a 12‑billion‑parameter base model fine‑tuned on decision data, achieving higher accuracy and lower calibration error on held‑out benchmarks. It offers a confidence gate that determines whether to act or defer to the parent LLM, and it charges a flat per‑decision price of $300 per million decisions, independent of context length.
Summary written from TOD's own website on 9 Oct 2026. Check the vendor's website for current details.
How to evaluate TOD before you buy
What GateOnAI has on record
- Pricing model: Paid plans only - no free plan listed
- GDPR: No statement recorded on GateOnAI - ask the vendor
- EU data hosting: Not recorded on GateOnAI - ask the vendor
- Website check: Online at our check on 14 Oct 2026
Questions to ask the vendor
- Will you sign a GDPR data processing agreement (Article 28) and share your list of sub-processors?
- Where is our data stored and processed, and is it used to train your models?
- Is there a free trial or pilot, and what does the plan we need cost per user?
- Can we export all our data, and how is it deleted when we cancel?
Full checklist: 43 questions to ask an AI vendor · Alternatives to TOD · Compare TOD with Manus
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Works Well With
Tools that TOD genuinely connects with, based on real input/output compatibility data (not just shared category):
- Bing Image Creator - Microsoft's free AI image generator powered by DALL-E.
- LangChain - Popular framework for building context-aware AI applications.
- Google Gemini - Google's most capable AI assistant for text, code and images.
- Leonardo - Professional-grade AI image generation and editing.
- Dall-E 3 - OpenAI's tool for creating images from text.
- HeyGen - AI video generator with realistic avatars and voice.