01
Generative-AI Strategy & Opportunity Mapping
Before you fine-tune a model, you need an honest map of where generative AI earns its place in your workflow. We run discovery workshops with your product, marketing and data leads to identify high-value use cases — content generation, synthetic data, AI assistants — and kill the ones that will fail on your data. Deliverables include a prioritized roadmap, ROI framing without guaranteed outcomes, integration/API requirements and a prototype scope your leadership can approve. Typical engagement: two to four weeks. Indicative range: C$18,000–C$45,000.
Pricing reflects discovery depth and stakeholder count; final quote after scoping call.
02
LLM Applications & Copilots
We design and build LLM copilots grounded in your knowledge base through retrieval-augmented generation, prompt engineering and workflow automation hooks. Whether your team needs a draft assistant for long-form content or an internal AI agent that routes requests across systems, we ship a generative prototype you can test on real inputs — then temper with evals and guardrails before production deployment. Human-in-the-loop review is built into every interface. Indicative project range: C$55,000–C$165,000; retainers from C$9,500/month.
Model choice, data pipeline complexity and integration scope drive the final number.
03
Generative Content & Creative Systems
Campaigns that need a hundred on-brand variations by Friday deserve a content generation engine, not a copy-paste marathon. We build creative AI pipelines — brand-safe generation, on-brand variations, media production loops — with a prompt-and-review workflow your editors control. Natural language processing, template-aware generation and evals for generation quality keep output readable and on-voice. Synthetic data can augment training where your catalogue is thin. Indicative range: C$48,000–C$140,000 per build; content retainers from C$8,500/month.
Volume, locales and approval workflows affect scope.
04
Synthetic Media & Synthetic Data
We produce synthetic media and synthetic data for training, testing and content workflows — always with human oversight and never for impersonation or deceptive use. Use cases include catalogue augmentation, scenario datasets for model evaluation and visual assets that respect brand guidelines. Data governance and PIPEDA-aware handling are part of every engagement. This is generative craft for enterprise and scale-up teams, not deepfake tooling. Indicative range: C$42,000–C$125,000.
Asset types, licensing and review cycles define the quote.
05
Guardrails, Evaluation & Brand Safety
A generative system without evals is a liability. We implement model evaluation harnesses, generative guardrails, toxicity filters and brand-safety checks aligned to your policies. Responsible AI practices — bias testing, red-team scenarios, human-in-the-loop escalation — are documented for your compliance team. Works as a standalone audit or bundled with deployment. Indicative range: C$28,000–C$75,000.
Regulatory context and model count affect effort.
06
Deployment, Integration & MLOps
Getting from generative prototype to production means integration with your CMS, DAM, CRM or custom API layer — plus MLOps monitoring so drift does not silently wreck quality. Our senior engineers wire deployment pipelines, logging, alerting and rollback paths. We hand over runbooks your team can operate or stay on retainer for ongoing machine learning ops. Indicative range: C$35,000–C$95,000; MLOps retainers from C$7,500/month.
Infrastructure choices and SLA expectations shape pricing.
Liberty Village generative studio — where prototypes become production systems.
Services disclaimer: Synth Forge delivers professional generative-AI engineering for client organizations. Pilot quality and business results vary with data, scope and use. We do not guarantee accuracy, traffic, cost savings or ROI. AI output requires human review.
