INFERENCE PROGRAMMES
Six modules for production AI serving maturity
Structured programmes covering machine learning deployment, neural signal routing, edge AI serving and responsible real-time AI — delivered from our Thunder Bay studio for Canadian enterprise teams.
CPX-101 · Pulse P1
Inference Foundations
Establish the baseline for production machine learning serving. This programme introduces model deployment patterns, streaming pipeline architecture and inference observability fundamentals. Participants configure their first CogniPulse sandbox, deploy a sample large language model endpoint and instrument pulse analytics across a staging environment. We cover responsible AI governance hooks, PIPEDA-aligned data handling and the six signal layers that compose every CogniPulse deployment. Ideal for platform engineers and MLOps teams entering real-time inference for the first time. Duration: four weeks. Includes lab sessions, architecture review and certification assessment.
From C$4,800
CPX-201 · Signal S2
Neural Routing Lab
Deep dive into signal-aware model routing across distributed inference nodes. Learn to configure latency budgets, model affinity rules and failover policies that direct neural workloads to optimal serving endpoints. This lab-intensive programme covers dynamic load balancing, A/B routing for model versions and cross-region signal propagation. Teams build production-grade routing configurations tested against simulated traffic patterns exceeding two million pulse events daily. Prerequisites: CPX-101 or equivalent inference experience. Covers computer vision, NLP streaming and generative AI routing scenarios.
From C$6,200
CPX-301 · Route R3
Edge Serving Track
Deploy low-latency AI at the edge with CogniPulse edge serving nodes. Architect distributed inference clusters for manufacturing, logistics and field operations where cloud round-trips are unacceptable. Configure edge AI model caching, offline inference fallback and synchronised pulse monitoring across remote sites. This track addresses hardware selection, container orchestration at the edge and governance policies for disconnected operation. Canadian enterprises with multi-site deployments benefit from our Lake Superior studio's experience with northern infrastructure constraints.
From C$7,500
CPX-401 · Pulse P1
Streaming Pipeline Sprint
Accelerate streaming model pipeline design and cutover. A focused two-week sprint where our platform engineers work alongside your team to compose end-to-end inference pipelines — from signal ingest through governed output delivery. Cover WebSocket, gRPC and REST serving patterns with configurable batching. Address back-pressure handling, dead-letter queues and pipeline observability. This sprint produces a documented architecture ready for production cutover with measurable latency targets agreed upfront.
From C$9,800
CPX-501 · Signal S2
Responsible Real-Time AI Design
Embed responsible AI governance into every inference decision point. Configure audit trails, explainability exports, bias monitoring and human oversight hooks across your serving fleet. Align platform policies with Canadian regulatory expectations and organisational ethics frameworks. This programme addresses the govern layer of the CogniPulse signal stack — ensuring that real-time AI automation remains accountable, transparent and subject to appropriate human judgment at critical decision boundaries.
From C$5,400
CPX-601 · Route R3
Enterprise Pulse Certification
Comprehensive validation of organisational inference maturity. Independent assessment across all six signal layers — ingest, route, infer, stream, monitor and govern. Certification candidates demonstrate production deployment capability, MLOps operations proficiency and enterprise AI pulse instrumentation competency. Successful teams receive CogniPulse Enterprise Pulse Certification valid for two years with annual recertification options. The capstone engagement for platform engineering organisations standardising on CogniPulse infrastructure.
From C$12,500
AI outcomes notice: Programme completion and certification do not guarantee specific inference latency, uptime or regulatory outcomes. Results depend on model architecture, infrastructure investment and ongoing human oversight. CogniPulse is an AI inference platform — not a marketing agency or IT outsourcing provider.