AI Consultancy · Dubai / Global

AI systems that automate, scale, and pay back.

Pantaia designs, builds, and deploys intelligent agents, automations, and custom software — engineered to automate manual work, cut operational costs, and scale how your business actually runs.

Services · Three pillars

From AI ambition to operational reality.

Most AI projects stall between the pitch deck and production. We build the systems that actually ship — and keep working.

01

Intelligent Agents

Autonomous agents that handle real work — customer interactions, research, internal coordination — integrated into your existing stack.

  • ·Multi-agent orchestration
  • ·Persistent memory & context
  • ·Custom tool & MCP integration
  • ·Human-in-the-loop controls
02

Automations & Workflows

End-to-end process automation that connects your tools, kills manual handoffs, and returns your team's time to higher-value work.

  • ·AI-driven workflow design
  • ·Cross-system integration (ERP, CRM)
  • ·WhatsApp, Slack, Telegram bots
  • ·Data pipelines & orchestration
03

Custom Software

Tailored applications built around your operations — dashboards, internal tools, customer platforms. Modern stacks, shipped fast.

  • ·Web & mobile applications
  • ·Internal tools & dashboards
  • ·API & data infrastructure
  • ·UAE-compliant platforms
Selected work · Portfolio

What we've built.

From AI-integrated business intelligence to multi-agent platforms — production systems for real companies.

Product · AI-First Platform

Matchlist.ai

A global AI-first networking platform where AI agents speak to each other first, filtering for mission alignment before humans invest time. Pantaia's flagship product, showcasing our agent-to-agent architecture in production.

Agent-to-agent conversations with persistent memory architecture
Mission-based matching with mutual opt-in
Conversation rating system for signal validation
Multi-hub by design — built for global innovation networks
React TypeScript Node.js PostgreSQL Claude API A2A Protocol MCP
Visit matchlist.ai

What we built

An end-to-end multi-agent platform: AI representatives that hold autonomous conversations, persistent memory across sessions, mutual opt-in matching, and a quality-rating loop. Production architecture, designed to scale across hubs.

Why it matters

Founders and investors spend enormous time networking — yet only 1 in 20 conversations is actually relevant. Matchlist proves that agent-to-agent pre-processing is a viable production pattern, not a research demo.

New category

Matchlist pioneers agent-to-agent networking. It's the proof point for the architecture patterns we bring to client engagements: persistent memory, multi-agent orchestration, signal-validated workflows.

Client work · Distribution Platform

Pakoa

Gamified, decentralized growth platform built for telecom sales distribution. Scaled the operating team from 80 → 180+ with 4× profit growth and 50% lower turnover over 5 years.

80 → 180+
Team scaled
4x
Profit growth
50%
Turnover reduced
5 yrs
Sustained growth
React TypeScript Prisma PostgreSQL Claude API Gamification
Visit pakoa.com

Structural insight

Pakoa proved that when incentives are aligned correctly, decentralized networks scale. Multi-level commission structures, honeycomb community visualization, and real-time performance dashboards created a self-sustaining growth engine.

The platform is still operating today — the same incentive architecture continues to drive the business years after handover.

Client work · AI Business Intelligence

OneContact Colombia

Built an AI-integrated analytics platform connecting Odoo ERP with Power BI, enabling natural language queries via Claude API. Achieved 85% reduction in report generation time with 24/7 real-time monitoring. MCP architecture for AI-database integration.

Odoo Power BI Claude API MCP Python
Client work · Custom Procurement Platform

Westpark Procurement

End-to-end procurement platform for a UK construction company — replacing their Monday.com workflow with a custom system. Manages the full lifecycle from jobs and cost-sheet uploads through call-offs, AI-generated purchase orders, and invoice matching, with real-time margin tracking and automatic variation handling.

AI cost-sheet parsing with automatic variation deltas on every re-upload
Auto-generated PO PDFs with sequential numbering on call-off submission
Invoice matching with tolerance-based auto-match and role-routed approvals
Live job-margin tracking: budget vs. committed vs. actual with red-flag alerts
Mobile-first call-off creation for on-site project managers
Next.js TypeScript Node.js PostgreSQL Prisma Claude API PDFKit Railway Vercel

Workflow modules

Jobs Board

Live budget vs. committed vs. actual with margin red-flagging and PM-scoped visibility.

Cost Sheets

First upload is the baseline; every re-upload is auto-flagged as a variation with delta-vs-baseline and delta-vs-previous, parsed by a Claude agent.

Call-Offs

PMs create material, labour, and plant requests from the field. Procurement reviews, fills the supplier and amount, and submits.

Purchase Orders

Read-only log. Generated server-side on call-off submission — sequential PO numbers, PDFs to object storage, supplier confirmation and split-delivery tracking.

Invoices

Manual upload, manual PO selection, 5% tolerance auto-match. Materials route to procurement; labour and T&J route to the linked PM. Disputed invoices loop back to the supplier.

Notifications

In-app, role-routed: call-off pending, invoice pending approval, variation applied, margin below threshold.

How we work · Approach

Engineered, not improvised.

A four-step engagement designed to de-risk AI adoption and ship production systems that deliver measurable outcomes.

i.

Discovery

We map your operations, identify high-leverage automation candidates, and produce a scoped roadmap before writing a line of code.

ii.

Design

Architecture, data flows, model selection, and integration points — defined and validated against your team's reality.

iii.

Build

Iterative delivery in two-week cycles. You see working software, not status reports.

iv.

Operate

We hand over, train your team, and offer optional retainers for ongoing optimization.

The team · People

Operators who've scaled the thing.

Pantaia is built by people who've run real operations — not just consulted on them.

MS

Mauricio Simón

Founder & Principal Consultant

Former CEO of OneContact (scaled 80 → 180+ employees, 4× profit growth). Industrial Engineer, Tec de Monterrey. Builds at the intersection of systems design, incentive architecture, and AI-native tooling.

Business Development

Partnerships & Growth

Leading client conversations across Dubai and the broader GCC. Get in touch to start a project.

Extended Network

Engineers & Specialists

We assemble project-specific teams from a trusted network of senior engineers, AI specialists, and domain experts.

AI Assistant

Ask Pantaia Anything

Chat with our AI assistant about services, portfolio, or how we'd approach your project.

Hi! I'm Pantaia's AI assistant. Ask me about our services, our portfolio, or how we'd approach a project for your company.

Contact

Let's build something that ships.

Tell us what you're trying to automate, augment, or build. We'll come back within 48 hours with a clear next step.