Professional services

Applied narrative intelligence services

Beyond training programmes, NeuralNarrativeAI offers hands-on consulting for organisations building production narrative pipelines. Our Montreal team works alongside your editorial, product, and engineering groups to design, implement, and operate governed LLM storytelling systems.

Narrative design studio session with whiteboard and beat maps

Service 01

Narrative Design Studio

Our design studio engagements begin with discovery: understanding your data sources, audience segments, editorial standards, and existing content workflows. Over two to four weeks, our narrative architects produce a comprehensive blueprint document covering story architecture, voice matrices, beat selection, and constraint definitions. Deliverables include annotated template specifications, a recommended beat library configuration, and a governance requirements matrix. Design studio work is the foundation for every successful deployment — skipping this phase is the most common reason narrative AI projects fail in production.

Service 02

Pipeline Orchestration

Once narrative architecture is defined, our engineering team builds the orchestration layer: prompt chains, context management, multi-model routing, and inter-module handoffs. We integrate with your chosen LLM providers — Azure OpenAI, AWS Bedrock, Anthropic, or self-hosted models — and configure the pipeline for your infrastructure. Orchestration engagements typically run six to twelve weeks depending on complexity. Deliverables include documented pipeline code, staging environment deployment, and operator runbooks. We remain model-agnostic so your investment survives provider changes.

Engineer configuring narrative pipeline orchestration

Governance & Compliance Advisory

Regulated industries and privacy-conscious organisations need more than technical pipelines — they need governance frameworks. Our advisory service maps PIPEDA requirements, Quebec privacy obligations, and sector-specific rules to your narrative workflow. We design content policy gates, implement factual grounding checks, configure audit logging, and establish human-in-the-loop review stations. Governance advisory can run standalone or alongside orchestration work. Typical engagements produce a governance playbook, policy gate configurations, and compliance documentation suitable for internal audit and external review.

Validation & Quality Assurance

Narrative output quality cannot be assumed — it must be measured. Our validation service establishes automated and manual quality checks tailored to your use case. We configure hallucination detection, continuity verification against source corpora, tone deviation alerts, and structural compliance tests. For organisations with existing editorial QA processes, we integrate AI validation as a pre-review gate rather than a replacement for human judgment. Validation engagements include benchmark testing against your golden datasets and ongoing calibration as models and templates evolve.

Production Deployment

Moving from staging to production requires careful planning. Our deployment service handles API endpoint configuration, batch processor setup, monitoring dashboard creation, version control integration, and rollback procedures. We configure hosting on Canadian or North American infrastructure per your data residency requirements. Deployment includes load testing, failure scenario drills, and handoff documentation for your operations team. Post-deployment support covers thirty days of incident response and performance tuning.

Narrative Operations Retainer

Organisations with active narrative pipelines benefit from ongoing operational support. Our retainer service provides monthly template and beat library updates, model version migration assistance, governance policy reviews, performance monitoring, and quarterly narrative architecture audits. Retainer clients receive priority access to new platform features and direct line to our Montreal narrative architects. This service is designed for teams who have completed initial deployment and need a trusted partner to maintain and evolve their narrative intelligence infrastructure over time.

Service pricing is scoped per engagement. Contact our team for a proposal tailored to your use case. NeuralNarrativeAI provides applied AI narrative consulting — we are not a marketing agency, web studio, or general IT outsourcing firm. Service outcomes depend on your source data, team participation, and review processes.