Studio services
Six disciplines. One circuit method.
Synth Circuit delivers generative-AI and automation builds for client organizations — custom work, not software licences, not courses. Indicative CAD ranges; final project scope set after discovery.
1. Generative-AI Strategy & Prototyping
Not every workflow needs an LLM — but many do, and most teams guess wrong on the first try. Our generative-AI strategy sessions map node-to-node flows, identify where synthesis adds value versus where rules-based automation suffices, and produce a gen-AI prototype plan with realistic CAD project fees. We run short prototype loops with your stakeholders so you see conversational AI or content generation in context before committing to production wiring. Typical engagement: 2–4 weeks, C$7,500–C$16,000. Deliverables include use-case prioritization, data privacy assessment under PIPEDA, guardrails outline and a working proof of concept for one priority circuit.
2. Content & Creative Generation Systems
Content generation systems for product copy, marketing drafts, internal comms and structured reports — wired into your approval workflow, not dumped into a shared folder. We implement brand guardrails, template constraints, retrieval over approved source material and human review queues. Fine-tuning is used only when retrieval alone cannot capture your voice. Agent orchestration routes drafts to the right reviewer by content type. Builds range C$30,000–C$85,000. Output quality depends on source material and review discipline; we do not guarantee publish-ready accuracy on every generation.
3. Conversational AI & Support Automation
Support automation that actually reduces handle time — not chatbots that frustrate customers. We build conversational AI connected to your retrieval knowledge base, with confidence thresholds, escalation to agents and logging for model evaluation. Prompt engineering targets your ticket taxonomy; guardrails block off-topic and sensitive requests. Integration with Zendesk, Intercom, Salesforce Service Cloud or custom desks via API. Humans on the loop for refunds, account changes and anything flagged low-confidence. Typical build: C$35,000–C$110,000 plus optional retainer for guardrails and evals updates. Vancouver AI studio team available for on-site workflow reviews on West Georgia.
4. Workflow & Ops Automation (agents + integrations)
Automation circuit design across ops: invoice processing, onboarding sequences, internal approvals, data enrichment and cross-system sync. Agent orchestration coordinates multiple LLM calls, API integrations and human checkpoints in a single node-to-node flow. We prefer wiring into tools you already run — Slack, Teams, Notion, Google Workspace, Microsoft 365, custom backends — over introducing parallel platforms. Dependable automation requires observability; we ship dashboards and alert paths as part of production deployment. Project fees: C$28,000–C$95,000 depending on integration count and compliance requirements.
5. RAG & Knowledge Systems
Retrieval-augmented generation done properly: chunked indexing, metadata filters, citation requirements and eval sets that catch retrieval misses before users do. We architect retrieval knowledge base pipelines for Confluence, SharePoint, PDF archives, ticket history and product catalogues. Hybrid search, re-ranking and access-control layers ensure staff see only documents they are permitted to view. For regulated contexts we implement strict no-answer-when-no-source policies. Builds typically C$32,000–C$90,000. RAG accuracy is bounded by document quality and maintenance — we document that candidly in every client engagement.
6. Evaluation, Guardrails & MLOps
Guardrails and evals are not a launch-day checkbox. We build evaluation harnesses — regression suites, red-team prompts, toxicity and PII leakage checks — and MLOps pipelines for prompt versioning, deployment rollback and drift monitoring. Retainer engagements (C$5,500–C$16,000/month) keep automation circuits healthy as models and policies change. Responsible AI documentation supports your compliance reviews. We never promise zero errors; we promise visible measurement and humans on the loop when metrics slip.
Synth Circuit wires generative AI into client workflows as a professional studio service. AI outputs can be wrong or biased; impact depends on data and scope. Not a course, income scheme or guaranteed-ROI product.