Applied Agentic AI
Boutique Engineering Consultancy
for Mid-Market Companies.
We partner with mid-market companies to deliver production-grade Agentic AI with proven ROI — through our TriStorm framework, built by PhD-grade engineering experts.
30+ agents in production 3–5× ROI delivered 12 industries served
Recognized by
Trusted by leading teams
Synera Case study
Synera
1,000+ engineering workflows transformed — cutting tedious task time to seconds.
Mixam Case study
Mixam
11.76% order increase and 95.4% routing success rate via multi-agent system.
ARIJ
ARIJ
Multilingual AI chatbot (English & Arabic) supporting journalist training at scale.
Tetra Pak Case study
Tetra Pak
Supply chain intelligence agents reducing manual coordination overhead.
HealthCare
Healthcare Partner
20%+ patient engagement rise and 5 hours saved per doctor weekly.
Client Results
Agentic AI customer success stories.
Who we serve
We proudly support mid-market challengers.
What types of companies do you work with?
We work with mid-market companies — typically $25M–$500M in revenue — across regulated industries including healthcare, financial services, manufacturing, print on demand, and technology. Our clients are challenger brands and established operators who need production-grade AI, not pilot projects.
What makes Vstorm different from other AI consultancies?
We are an engineering firm that consults — not a consulting firm that codes. Every engagement ships working software. Our TriStorm methodology (Storm → Structure → Scale) is built for rapid delivery: most clients go from kickoff to first production agent in under three weeks. We have PhD-grade engineers on every project and 30+ real-world implementations behind us.
How long does a typical engagement take?
First production agent: under 3 weeks on average. A full end-to-end engagement — Storm, Structure, and Scale phases — runs 6–12 weeks depending on complexity. We scope every project in the Storm phase before any build starts, so you know exactly what you are committing to.
Do you work with companies that have no AI infrastructure in place?
Yes. Most of our clients start from scratch. We handle the full stack — model selection, infrastructure, integration with your existing systems (ERP, CRM, databases), and team enablement. You do not need an AI team to start; you need one use case worth automating.
Regulated industries
We work with highly regulated industries.
Compliance, audit trails, explainability — built in from day one, not bolted on later.
Healthcare
HIPAA-compliant agents for clinical documentation, compliance review, and patient scheduling workflows.
Financial Services
Agents for transaction monitoring, compliance reporting, and document processing with full audit trails.
Print on Demand
High-volume order routing, supplier matching, and quality control agents handling thousands of jobs per day.
Technology
Data pipeline agents, engineering automation, and support intelligence for SaaS companies scaling without scaling headcount.
Methodology
The TriStorm methodology.
30+ real-world implementations. 3–5× ROI delivered. Three phases, one proven process.
01
Storm
- Workflow & data audit
- Automation opportunity map
- ROI projection model
- Prioritised use case backlog
- Fixed-scope brief
discover
02
Structure
- System architecture design
- Integration specifications
- Working agent prototype
- Evaluation suite
- Risk & compliance review
design
03
Scale
- Production rollout
- Performance benchmarks
- Monitoring & alerting
- Team enablement sessions
- Handoff documentation
deliver
Build
Production-grade agents — not demos
We design, build, and deploy AI agents that run in your production environment. From LLM selection and prompt engineering to API integration and infrastructure — we own the full engineering stack so your team does not have to.
What we do
Strategy through engineering.
One partner, end to end.
Two practices, unified by the TriStorm methodology. We take mid-market companies from agentic readiness to production-grade AI systems.
Practice 01
Agentic AI
Engineering
Engineering
Design, build, and ship production-grade agent systems — from single agents to multi-agent networks running in your infrastructure.
Explore AI engineering 01 02 03 04 05
LLM Selection & Tuning
Identify and fine-tune the right model for your use case — open-source or commercial.
Agent Architecture
System design for multi-agent workflows, tool use, memory, and retrieval pipelines.
API & System Integration
Agents wired into your ERP, CRM, databases, and external APIs — no manual glue code.
Testing & QA
Automated test suites, adversarial testing, and edge-case coverage before production.
Infrastructure & Deployment
Cloud-native deployment with monitoring, alerting, and cost optimisation from day one.
Practice 02
AI Consulting
& Advisory
& Advisory
Map where you are, design where you are going, and restructure how your organisation works with AI agents.
Explore consulting 01 02 03 04 05
TriStorm Discovery
Structured workshop mapping processes, data, and automation ROI potential.
AI Readiness Audit
Technical and organisational assessment of your readiness to adopt Agentic AI.
Use Case Prioritisation
Ranked backlog of automation opportunities with effort, impact, and risk scoring.
Build vs. Buy Analysis
Objective evaluation of build, buy, and hybrid approaches for your specific needs.
Governance Framework
Guardrails, compliance structures, and oversight models for your risk tolerance.
Client Voices
Operators who shipped. Results that ran.
"The Vstorm team's knowledge, eye for detail, and systematic delivery approach is exceptional. They enhanced our R&D capability and delivered measurable efficiency gains from day one."
Michael Brandt
Global Director — MindSonar
"Top-notch support delivering real time and cost savings. Vstorm understood our domain deeply and moved fast without cutting corners on quality."
Andreas Müller
R&D Center Manager — Viessmann
"Working with Vstorm on generative AI collaboration was a game-changer. Their feedback-driven approach meant every iteration brought us closer to exactly what we needed."
Dan Whaley
CEO — Hypothes.is
"Vstorm enhanced our R&D capabilities through AI and helped us achieve efficiency gains we couldn't have reached on our own. A reliable partner who delivers what they promise."
Stefan Koch
Managing Director — Sonorys Technology GmbH
Recognition
Leaders in the field — recognised by the best.
Independent validation from institutions setting the standard for enterprise technology.
Deloitte
Deloitte
Named among the 50 fastest-growing technology companies in Central Europe — Deloitte Technology Fast 50.
The Manifest
The Manifest
Listed as a top AI development company for three consecutive years, based on verified client reviews.
AAIF
AAIF
First tech consulting company accepted as a member of the Agentic AI Foundation — the body setting industry compliance standards.
Start with a conversation
Build agents that work, not demos that impress.
Book a free 45-minute consultation. We'll map one real process worth automating — no pitch, no deck.