OpenAI & V2
V2 helps enterprises turn OpenAI’s frontier models into safe, scalable, measurable business outcomes.
V2’s Partnership with OpenAI
V2 works with enterprises to unlock the full capabilities of the OpenAI platform through to OpenAI’s open-weight models – and align them to real business value. We help organisations move beyond pilots towards production-grade assistants, copilots and agentic workflows that are tightly integrated with core systems, processes and data.
With deep expertise across strategy, architecture, engineering and safety, V2 provides delivery coverage across the full OpenAI stack: models, APIs, safety tooling, observability and integration. Our industry-specific patterns and frameworks ensure OpenAI solutions are designed for measurable outcomes, strong risk and compliance alignment, and long-term total cost of ownership.
V2 Capabilities on OpenAI
AI STRATEGY, VALUE FRAMEWORKS & ADOPTION ROADMAPS
We help organisations define where OpenAI delivers the greatest enterprise value. V2 shapes outcome-first use case portfolios, value frameworks and ROI modelling, aligned to priority business functions. We build adoption roadmaps that balance innovation, safety and scale – ensuring OpenAI elevates customer experience, revenue performance and operational efficiency.
ENTERPRISE COPILOTS, AGENTS & INTELLIGENT WORKFLOW ENGINEERING
We design and build OpenAI-powered copilots, assistants and agentic workflows across the enterprise. V2 develops production patterns for drafting, summarisation, reasoning, tool use and human-in-the-loop collaboration. We engineer orchestrated workflows with evaluation, observability, guardrails and escalation paths – ensuring copilots and agents deliver consistent, high-quality outcomes at scale.
KNOWLEDGE ENGINEERING, RAG ARCHITECTURES & PLATFORM INTEGRATION
We turn your enterprise content, data and processes into a trusted knowledge layer for OpenAI. V2 builds domain-tuned retrieval, embeddings and reasoning patterns that ground AI outputs in authoritative sources. We integrate OpenAI into your apps, platforms and environments – supported by MLOps/LLMOps, monitoring, lineage, scale patterns and cost governance.
SAFETY, GOVERNANCE, SECURITY & ENTERPRISE ENABLEMENT
We embed OpenAI’s safety practices, governance models and Preparedness Framework principles into your enterprise. V2 designs usage policies, risk controls, privacy patterns and compliance alignment for regulated industries. We uplift capability across the organisation with AI fluency, leadership enablement and squad-based change – helping teams adopt, trust and scale OpenAI responsibly.
