verified Google Cloud Marketplace Validated bolt Powered by Gemini 3.7 & 3.1 Models shield Strict GCS Data Isolation

Enterprise AI Agents & Stateful Reasoning — Fully Serviced

Empower your organization with stateful Gemini AI reasoning, document intelligence, and automated tool-calling. Subscribe in 3 minutes via Google Cloud Marketplace with unified company billing, instant domain auto-join, and proactive spend guardrails per seat.

shopping_cart Subscribe on Google Cloud Marketplace login Enter Workspace
check_circle Zero Infrastructure Ops
check_circle No Model Training on Your Data
check_circle Single Direct Google Cloud Invoice

Designed for Business Agility & Enterprise Governance

Whether you are an end-user analyzing complex spreadsheets or an IT Director securing organizational data, Amidot AI delivers zero-friction productivity.

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For Business Teams & Knowledge Workers

Intuitive AI Workspace with Real Memory

  • Zero Friction Onboarding: Simply sign in with your corporate Google email (@yourcompany.com). No access keys, invite links, or support tickets required.
  • Native Document Conversions: Upload Microsoft Word (.docx) and Spreadsheets (.xlsx, .csv). Amidot transforms them into token-optimized formats automatically and converts tables back to Excel on demand.
  • Long-Term Memory & RAG Search: Your team's chats, notes, and uploaded references build persistent semantic memory, allowing the AI to recall project contexts over months.
  • Autonomous Action Agents: Ask the AI to write structured reports (HTML/Markdown/JSON) directly into your workspace or summarize live public HTTPS websites inline.
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For IT, CISOs & Procurement

Unified Governance & Strict Data Boundaries

  • Unified Google Cloud Marketplace Billing: Consolidate all software subscriptions, tokens, and compute costs directly into your existing Google Cloud master invoice.
  • Strict Tenant Data Isolation: Every corporate client is mapped to dedicated Google Cloud Storage (GCS) regional containers. Your data is never intermingled.
  • Proactive Budget Gatekeeper: Enforce hard monthly spend limits ($50, $150, $500, or Custom) and rate limits per user to eliminate unexpected cloud bill spikes.
  • Enterprise Security Guarantee: All customer data is processed via enterprise Vertex AI endpoints. Customer inputs and generated files are never used to train foundational AI models.

Core Enterprise Capabilities

State-of-the-art tools engineered for deep analysis, multi-modal comprehension, and organizational collaboration.

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Marketplace Integrated

Procurement, account approvals, and usage metering are fully integrated with Google Cloud Partner Procurement and Service Control APIs.

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Instant Domain Routing

Whitelist your company domain (e.g. @company.com). Any coworker signing in is routed to your private tenant workspace with zero manual invites.

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Granular Reasoning Depth

Fine-tune model thinking parameters (MINIMAL, LOW, MEDIUM, HIGH) per query to balance speed, cost, and STEM logic.

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Multi-Tenant Data Isolation

Enterprise data segregation mapping each tenant to dedicated GCS containers with TLS 1.3 in transit and Google-managed encryption at rest.

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Persistent RAG & LTM

Integrated Retrieval-Augmented Generation (RAG) maintains long-term contextual continuity across months of project conversations and documentation.

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Actionable Agents & Tools

Autonomous agents generate and store code/spreadsheets directly to GCS and extract clean intelligence from live HTTPS web URLs in real time.

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Hierarchical Governance

Configure AI instructions, allowed languages, and keyword constraints cascading from System $\rightarrow$ Tenant $\rightarrow$ Project Group $\rightarrow$ User.

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Proactive Cost Gatekeeper

Pre-emptive token and spend filters protect your budget before API execution occurs. Real-time telemetry prevents billing surprises.

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Humans in Full Control

Complete user agency over session memory retention, file deletion, and data purging with immediate irreversible deletion from storage.

Cloud-Native Serverless Architecture

Built exclusively on Google Cloud Platform for global elasticity, ultra-low latency, and verifiable data provenance.

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Procurement & Auth

User subscribes on Google Cloud Marketplace. Firebase Identity validates Google SSO and passes procurement tokens.

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Master Routing & Gatekeeper

Butler validates JWT, registers tenant in system-registry, checks rate/spend limits, and routes to tenant cluster.

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Stateful Reasoning & Agents

Cloud Run executes Gemini models with thinking levels, tool-calling (GCS file writing, web context), and RAG embedding search.

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Usage Metering to Google

Usage telemetry aggregates tokens and compute, reporting hourly deltas back to Google Service Control for direct invoicing.

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Serverless Elasticity

Cloud Run Gen2 containers with concurrency boosting and SSE streaming deliver instantaneous AI responses with zero cold-start bottlenecks.

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Zero-Trust Isolation

Logical data partitioning guarantees that no prompt, vector index, or uploaded document is accessible across tenant boundaries.

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Accurate Metered Invoicing

Hourly heartbeat cron jobs submit delta ledgers to Google Partner Procurement APIs with full user-label attribution.

Supported Gemini AI Models & Reasoning Levels

Select the optimal foundation model and reasoning depth for every chat turn. Configure thinking depth to balance speed, cost, and analytical rigor.

Model Name Supported Reasoning Levels Default Level Primary Business & Technical Use Case Relative Cost
Gemini 3.7 Flash LOW, MEDIUM, HIGH MEDIUM High-volume agentic tasks, rapid code generation, and complex workflow execution. Balanced
Gemini 3.1 Pro Preview LOW, MEDIUM, HIGH HIGH Deep STEM logic, multi-page regulatory review, and verified code synthesis. Premium
Gemini 3.1 Flash-Lite MINIMAL, LOW, MEDIUM, HIGH MINIMAL High-speed daily Q&A, email drafting, real-time document summarization. Ultra Low
Gemini Embedding 2 HIGH (768-dim) STANDARD Multimodal semantic vector search across text, PDFs, and spreadsheets. Included

info Understanding Reasoning (Thinking) Levels

  • MINIMAL / LOW: Minimizes internal reasoning tokens for rapid responses to direct questions.
  • MEDIUM: Balanced planning for structured data formatting, multi-step checks, and summaries.
  • HIGH: Maximizes reasoning tokens for complex mathematical deductions, debugging, and deep STEM analysis.

Transparent Usage-Based Pricing with Zero Bill Shock

Enterprise SaaS pricing billed strictly through your Google Cloud account with proactive safety guardrails.

Google Cloud Marketplace Edition

Amidot Professional

Full-featured enterprise plan with stateful reasoning, document agents, and team domain whitelisting.

Usage-Metered / billed via Google Cloud
check Full Access to Gemini 3.7 Flash, 3.1 Pro & 3.1 Flash-Lite
check Unlimited Team Members with Domain Auto-Join (@company.com)
check Persistent Long-Term Memory (RAG) & Vector Knowledge Base
check Autonomous Tool Calling (File Creation & HTTPS Web Context)
check Multi-Tenant GCS Storage Isolation & Regional Data Residency
check First-Month $150 USD Spend Cap Guardrail (Prevents Misconfiguration)
check Configurable Monthly Spend Limits Per Seat ($50, $150, $300, $500, Custom)
Subscribe via Google Cloud Marketplace Requires an active Google Cloud Billing Account. Zero upfront setup fee.

How to Get Started in 3 Minutes

No sales calls or complex contract negotiations required.

Step 1

Subscribe on Google

Click "Subscribe" on the Google Cloud Marketplace listing. Google authenticates your billing account and redirects you to Amidot.

Step 2

Set Company Profile

Enter your organization name and corporate email domain (e.g. acme.com). Your private workspace is provisioned instantly.

Step 3

Team Enters Instantly

Colleagues navigate to cloud.amidot.com, click "Continue with Google", and automatically enter the workspace.