What We Do: AI Governance, AI Operations, Technology Talent | Aarambh
Practices & Capabilities

Three Practices for Governed Enterprise AI

Aarambh is structured around three core disciplines: AI Governance & Production Readiness, AI Operations & Implementation, and Specialized Technology Talent. Each practice delivers focused, vendor-neutral advisory and engineering to Canadian organizations.

Practice 01

AI Governance & Production Readiness

Tailored for organizations with roughly 100 to 1,500 employees. We establish a verified inventory of active tools and SaaS features, classify operational risks into clean tiers, and establish actionable guardrails aligned with NIST AI RMF and ISO/IEC 42001.

Enterprise AI inventory & Shadow AI audit
Tiered risk classification matrix
NIST AI RMF 1.0 & ISO 42001 alignment
Employee acceptable use policies & PIPEDA compliance
Engagement Formats:
Fixed 3–4 Week AI Readiness Assessment
Corporate AI Policy & Guardrails Sprint
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Practice 02

AI Operations & Implementation

Moving vetted use cases from experimentation to governed production. We build grounded RAG solutions, enterprise copilots, human-in-the-loop review interfaces, automated evaluation suites, and continuous monitoring pipelines.

Retrieval-Augmented Generation (RAG)
Enterprise copilots with permission inheritance
Human-in-the-loop review & verification gates
Continuous evaluation & telemetry monitoring
Engineering Deliverables:
Governed Knowledge Base & Vector Pipeline
Human-in-the-Loop Review Dashboard
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Practice 03

Technology Talent (Contract Staffing)

Senior Business Analysts, Business Systems Analysts, Product Owners, Data Engineers, and QA/ETL testers on contract. We act as a trusted subcontractor to consulting firms, MSPs, and prime vendors, solving overflow bottlenecks when a hard requisition is open.

Senior Business Systems Analysts (BSAs)
Technical Product Owners & Delivery Leads
Senior Data Engineers (Cloud Lakehouses / ETL)
QA Automation & Data Validation Specialists
Subcontract Model:
Overflow help for one hard requisition
New Brunswick, Atlantic & Remote Canada
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Partner with Aarambh

Discuss your AI governance, pilot, or staffing requirements

Aarambh Consulting Group • 109-10 Cornerstone Court, Fredericton, NB E3B 3H7 • +1 (506) 715-0075