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Melaya vs Cognumi

A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.

Melaya compared with Cognumi
DetailMelaya logo MelayaCognumi logo Cognumi
What it doesPlatform to build and run AI agents across tools, browser, and Android phone with human approval on every action AI-native managed operations for service businesses
StageMVP Not given
Founded2026 Not given
Based inUS GB
Pricing modelFreemium Paid
PricingSandbox free, Outpost $20/month, Forge $49/month ($469/year with 20% discount), Bastion $129/month ($1,239/year with 20% discount), Citadel starts at $490/month for enterprise Setup fee: £350–£500 (one-time). Monthly retainer from £750/month: Essentials plan £750/month for one managed workflow; Growth plan £1,200/month for multiple workflows; Advanced plan £2,000+/month for full operations coverage.
Key features
  • Visual builder for multi-agent workflows
  • Support for 8,446+ tools across web, code, data, and operations
  • 111+ subagent templates with 16 prebuilt crews
  • Device Control for Android app automation
  • Browser Control for web automation
  • Human-in-the-loop approval on every consequential action
  • Support for multiple AI models including Claude, GPT, Gemini, and local models
  • MCP Server integration with Claude, ChatGPT, and Cursor
  • Full replay and audit logs for every run
  • Per-workflow RAG with vector and static context
  • Capture enquiries from website, email, chat, or WhatsApp 24/7
  • Respond to common questions using approved business information
  • Qualify leads by collecting customer details and identifying intent, urgency, and service fit
  • Apply human oversight to uncertain, sensitive, or high-value cases
  • Execute actions including booking, routing, follow-ups, and document collection
  • Deliver ready-to-act lead summaries with all details structured for immediate handover
  • Automated appointment booking and callback routing
  • Review management and automated review request campaigns
  • Client intake and automated document collection
  • Weekly workflow performance review and continuous improvement
What makes it different
  • Human approval on every consequential action enforced by platform
  • No API integrations needed for Android and web automation
  • Managed service, not software — we run the workflow and bear operational responsibility, not you
  • Human-in-the-loop by design with automatic escalation of sensitive and regulated enquiries
  • Outcome-based pricing reflects value delivered, not features or hours
  • Start with a focused pilot — prove value with one workflow before expanding
  • Approved knowledge base ensures AI responds only from verified business information, no AI guessing
Community votes00
DR (Domain Rating by Ahrefs)27 −1 (down) since last checkNot checked yet −1 (down) since last check
Trust Flow (Majestic)215
Citation Flow (Majestic)2719
Referring domains (Majestic)1218

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