AI Infrastructure for Engineering Firms
AI infrastructure built for production reality.
Strategy, AI, and operations for engineering and consulting firms.
Why engineering firms operators engage SAZ for ai infrastructure.
SAZ AI infrastructure work stands up the platform AI systems need to run in production at scale — vector stores, retrieval, evals, observability, deployment, and governance.
Engineering firms — civil, structural, mechanical, electrical — are professional services businesses with unique constraints: project-based revenue, deep specialization, and complex stakeholder management. SAZ helps engineering firms scale revenue, productize services, and embed AI across project delivery.
What engineering firms operators get from ai infrastructure.
A production AI platform
Retrieval, evals, and observability
Governance and access controls
A developer experience that compounds
What SAZ ships for engineering firms engagements.
Vector & Retrieval
Pinecone, Weaviate, pgvector, custom — picked for fit.
Evals
Offline and online evaluation systems.
Observability
Latency, cost, quality, and drift.
Developer Platform
SDKs, templates, and deployment.
How we extend this service for the industry.
Standard AI Infrastructure delivery, calibrated for engineering firms workflows, economics, and compliance.
AI Document Assistants
AI that accelerates report, RFP, and drawing production.
Productized Services
Productizing recurring services into repeatable offers.
Utilization & Capacity
Capacity planning and project margin systems.
Marketing & BD
BD and marketing programs that build a predictable pipeline.
AI Infrastructure for Engineering Firms — questions.
Engage SAZ for ai infrastructure in engineering firms.
Email info@Sedighi.ca or call (604) 632-4959. Senior partner response within one business day.