Vector Audit
A one-week diagnostic of your existing embedding index, chunking pipeline and retrieval configuration. We benchmark current recall@k, identify metadata gaps and produce a prioritized remediation roadmap.
C$4,800–C$8,500
Services
Targeted vector intelligence services
Expert review, architecture validation or ongoing vector operations support — without committing to a full programme.
RAG Pipeline Review
Independent architecture review of your retrieval-augmented generation stack — ingestion, embedding, indexing, reranking and generation layers. We assess grounding fidelity, latency budgets and failure modes under load.
C$7,200–C$13,500
Semantic Search Workshop
Half-day or full-day facilitated workshop for product and engineering teams exploring hybrid search migration. Covers dense-sparse fusion patterns, query analytics design and relevance evaluation methodology.
C$3,500–C$6,800
ML Pipeline Assessment
Broader review of machine learning infrastructure supporting vector workloads — feature stores, batch embedding jobs, GPU allocation, CI/CD for model updates and observability hooks.
C$9,500–C$17,000
Vector Retainer
Ongoing advisory access for enterprises with active vector deployments. Monthly office hours, quarterly architecture reviews, vendor evaluation support and priority response to retrieval incidents.
C$5,500–C$12,000 / month
Vendor RFP Support
Structured evaluation support for vector database, embedding API and RAG platform procurement. We draft technical requirements, score vendor responses and facilitate proof-of-concept benchmarks.
C$6,000–C$11,500
Need a custom scope?
Describe your corpus, timeline and compliance requirements — we will propose a service package or programme fit.
Contact our studio