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VaultFifty1

// AI

AI that ships

We build LLM features, retrieval systems and agents that survive contact with production. Applied where it measurably helps, skipped where it does not.

LLM appsRAG & agentsMLOpsAutomation
vf1 ai --capabilities
genai:llm apps · rag · agents
mlops:deployment · pipelines · monitoring
automation:workflows · back office · qa
guardrails:evals · human in the loop
approach:applied where it pays off
status: models loaded

// The shift

AI doesn't replace good engineers. It clears the drudgery, the tests, the docs, the busywork, so your team spends its time on the work that actually matters.

// 01 · AI services

What we build with AI

From data foundations to deployed models and the guardrails around them. Each engagement is scoped to a business outcome, not a demo.

Data pipelines, ETL and real-time processing built so your AI has clean, reliable data to work with.

ingestion · streaming · quality monitoring · warehousing

Discuss a use case

// 02 · Industries

Where AI pays off

The domains where applied AI is already earning its keep.

01

Manufacturing

Predictive maintenance and automated quality inspection on the line.

02

Healthcare

Document workflows, triage assistants and analysis tooling for clinical teams.

03

E-commerce

Recommendations, search and support automation that lift conversion.

04

Finance

Fraud detection, risk scoring and compliance document processing.

05

Logistics

Demand forecasting, route optimization and warehouse automation.

06

Education

Adaptive learning platforms and AI tutoring built around the curriculum.

// 03 · Models

The models we work with

Model-agnostic by design: we pick per task and swap as the field moves.

Language

Claude (Anthropic) · GPT (OpenAI) · Gemini · Llama · Mistral

Chat assistants, content workflows, document analysis and reasoning.

Code

Claude Code · GitHub Copilot · Custom coding agents

AI-assisted engineering with expert review in the loop.

Image

Stable Diffusion · Flux · DALL-E · Midjourney

Brand assets, product concepts and visual content pipelines.

Speech

Whisper · ElevenLabs · Cloud speech APIs

Transcription, voice interfaces and multilingual audio.

Vision

YOLO · SAM · Custom CV models

Object detection, quality inspection and visual analytics.

Custom

Fine-tuned models · Self-hosted open weights · RAG over your data

Domain-specific systems trained and served on your terms.

Closed or open weights, hosted or on your infrastructure. The use case decides.

// 04 · FAQ

AI questions

What clients ask before we build AI into their product.

Yes. We design for data minimization, keep your data in your own infrastructure or accounts wherever possible, and add guardrails so sensitive data isn't sent to models that shouldn't see it. We're happy to sign an NDA and a data processing agreement.

Ready to put AI to work?

From LLM features to retrieval and agents, let's find where AI measurably helps your product, then build and ship it.

Brochure