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.
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+ yearsof engineering in mission-critical systems
~10k calls/dayin telephony operated at 99.99% availability
~192 GBof 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.
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.