Your enterprise, powered by language.
LLM integration, RAG pipelines, and enterprise copilots — built on your data, secured for your industry.
What we offer
Generative AI services
LLM Integration & Orchestration
We connect large language models to your existing enterprise systems — ERP, CRM, document repositories — using orchestration frameworks that manage context, memory, and multi-step reasoning. The result is AI that operates inside your workflows, not alongside them.
RAG Pipeline Architecture
Retrieval-augmented generation pipelines ground LLM responses in your proprietary data, eliminating hallucination risk on business-critical queries. We design vector stores, chunking strategies, and retrieval ranking tailored to your document corpus size and query patterns.
Enterprise Copilots
Custom copilot interfaces for legal review, procurement analysis, customer support, and internal knowledge management — built on your data and deployed within your security perimeter. Teams get AI assistance without data leaving controlled infrastructure.
Prompt Engineering & Evaluation
Systematic prompt design, few-shot optimisation, and automated evaluation pipelines that measure output quality against business-defined rubrics. We build the evaluation harness before deployment so quality regressions surface in staging, not production.
Fine-Tuning & Domain Adaptation
When general-purpose models underperform on specialised domain tasks, we fine-tune on curated datasets from your industry — legal, medical, financial, or technical — to close the accuracy gap. Fine-tuned models are versioned, evaluated, and deployed with full rollback capability.
Proven results
Client outcome
A multinational law firm was spending 4,200 attorney-hours per month on contract review, with senior partners manually checking junior associate summaries before client delivery — a bottleneck that capped matter throughput and inflated billing cycles.
- Deployed RAG pipeline on 2M+ document corpus spanning 12 years of precedent
- GPT-4 fine-tuned on firm-specific clause library and jurisdiction-specific risk flags
- Integrated into existing DMS with zero workflow disruption for fee earners
Ways to work with us
Engagement models that fit how you buy
Fixed-scope project
A defined outcome, a fixed timeline, one accountable team.
- Scoped in a two-week discovery
- Milestone-based delivery and sign-off
- Best for pilots and well-bounded builds
Dedicated team
Senior engineers embedded in your programme for the long run.
- Scales up or down by the sprint
- Works inside your tools and rituals
- Best for multi-quarter roadmaps
Managed service
We run it, monitor it and improve it after go-live.
- 24x7 support with agreed SLAs
- Continuous optimisation and reporting
- Best for production platforms
Questions answered
Frequently asked questions
Insights and news
What is happening in the industry, and what we think
Industry headlines, last 30 days
Live headlines are unavailable right now. Visit our news and events page.
Headlines via Google News. Third-party content; VFACE does not endorse the linked articles.
From the VFACE blog
All articlesKeep exploring
News, articles and related services
Get started
Ready to transform with Generative AI?
Tell us about your challenge. Our generative ai team typically responds within one business day.