Wendelmaques
AI systems and cloud consultancy

AI systems in production — and the operation that keeps them up.

Wendelmaques is an engineering consultancy that builds AI systems doing real work — agents, speech pipelines, audio and video platforms — and operates the complete infrastructure behind them, with mission-critical discipline.

  • Agents and automation that do real work
  • Speech and video with AI: transcription, analysis, teleconsultation
  • Cloud, DNS, self-hosted email, databases and CI/CD — fully operated

Real scale of the systems we have built and kept running.

12+ years of engineering in mission-critical systems
~10k calls/day in telephony operated at 99.99% availability
~192 GB of real audio processed in our own speech pipeline
Practice areas

What we build and operate

Three stack lines, one standard: in production, validated on every change, on-call when it breaks.

AI systems and agents

Agents that execute real tasks — with orchestration, queues, model fallback and human review where it matters — plus speech and language pipelines over real data.

  • Agent orchestration and automation
  • Transcription, classification and structured extraction
  • Telemetry, fallback and human review

Audio and video with AI

Teleconsultation platforms with live video, server-side recording, automatic transcription and AI-assisted session reading — assisting professionals in therapy, healthcare, education and support.

  • Live video with WebRTC and SFU
  • Server-side recording and automatic transcription
  • AI-assisted session reading, professional in command

Cloud and infrastructure

We operate the product entire stack: edge, network, email on your own domain, databases, CI/CD and monitoring — with real on-call when something needs an answer.

  • Cloudflare Workers, DNS and self-hosted email
  • MySQL with replication and backup
  • CI/CD, PWA and continuous monitoring

We operate the entire stack

From DNS to deployment: your product infrastructure is born and lives operated — validated on every change, continuously monitored, on-call when it breaks.

  • Cloudflare Workers
  • DNS
  • Self-hosted email
  • MySQL
  • CI/CD
  • PWA
  • Monitoring
  • On-call
Our products

WRP projects

Alongside consulting, we build and operate our own platforms. These products are part of WRP Consultoria e Informatica Ltda.

Data and intelligence

EditalMD

Brazilian public procurement search and tender documents in an agent-readable format, with deadline tracking and alerts.

editalmd.com

Operations and communications

Agents and media

Grade

A catalog of public TV channels and a place to organize personal media playlists, with search and program guides.

gradetv.net
Explore solutions already in operation
Applied experience

Solutions in operation

Systems Wendel develops and operates at companies where he is a partner. A selection organized around the everyday needs each solution addresses.

Retail and business management

Point of sale and payments

Sales, card and Pix payments, shift controls and cash closing. Offline operation with synchronization keeps checkout running.

Tax documents and operations

Brazilian NF-e and NFC-e issuance, SPED reporting, operation-specific rules and tax contingency workflows integrated into fuel retail and store operations.

Multi-location management

Connected records, purchasing, inventory and finance. Accounts payable and receivable, bank reconciliation and consolidated reporting by branch.

Healthcare, mapping and public services

Clinic management and online sessions

Scheduling, patients, billing, clinical records and online sessions in one platform, with access roles and AI-assisted documentation reviewed by the professional.

Public workflows and licensing

Document workflows, approvals and case tracking. Service portals, environmental licensing and audit trails.

Maps and spatial intelligence

Addresses, geographic layers and case data brought together on operational maps, with area search and tools for planning and inspection teams.

AI, security and knowledge

Agent protection and governance

Detection of malicious instructions in chats and documents, rules for agent actions and records to track tool use and permissions.

Security monitoring and evidence

Agent and extension inventories, vulnerability tracking and alert triage. Risks, actions and evidence organized for review and audit.

Private AI and knowledge bases

Models running in the organization’s environment, connected to internal documents and existing systems. Assistants with cited sources, access controls and human review.

Discuss a solution
Method

How we work

Short scope, continuous delivery, real operations.

  1. Scope on the table

    One conversation to understand the problem, constraints and what success looks like. A proposal with deliverable and deadline.

  2. Continuous delivery

    An MVP running early, validated on every change. Progress is tracked in what is already live, not in slides.

  3. Operations

    Deploy, monitoring and on-call. Whoever built the system stays accountable for it in production.

Contact

Talk to us

Tell us what you need to build or operate — we reply within 2 business days.

Direct, no middleman:

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