of GenAI projects abandoned after PoC
30%
Gartner predicted that by the end of 2025, roughly 30% of generative AI projects would be abandoned after proof of concept — usually because the pilot never became an operating capability.
Transformation strategy
You are looking for effects . We deliver them.
We support mid-market challengers and leaders in transforming their business and operations with agentic AI technology.
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+11.76% orders from day 1 of the Australian launchThree-agent product advisor guiding customers through print-order configuration.
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2 hrs → 3 min to generate a workflowText-to-workflow agents building validated node graphs inside the platform.
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0 hallucinations across 329+ validation scenariosHIPAA-compliant agentic RAG over proprietary clinical triage guidelines.
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Agentic AI for operational workflow automation.
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Agentic AI in Saudi Arabia’s Ministry of Municipalities and Housing procedures.
Coming soon -
1% → 100% knowledge-inquiry response rateBilingual English/Arabic agent inside ARIJ's Moodle environment, answering only from ARIJ's own knowledge base.
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Effects
You are looking for effects. We deliver them
We lead intense ideation and business discovery sessions to spot the best use cases of AI for your company, working from ROI, metrics and the effects you should expect. Take the lead in your field.
Gartner predicted 30% of GenAI projects would be abandoned after proof of concept by end of 2025 — none of our projects were.
Conversion lift — Mixam
2×
Our project for Mixam resulted in conversion roughly doubling within a month of going live on the multi-agent product advisor.
Clinical triage — STCC
95%+
Correct Recommended Disposition at 95% or higher across nurse-validated clinical scenarios — guideline-bound answers, not open-ended generation.
- 01
Intense ideation and business discovery
We lead working sessions to spot the best agentic AI use cases for your company — ROI, metrics and the effects you should expect.
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Take the lead in your field
Every path opens with a Proof of Value on your real workloads, so the go/no-go decision rests on evidence.
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From sandbox to production
The result is the solution you need, that your employees will use, and that reaches production rather than stopping at a slide deck.
Transformation stories
Challenge the reality. Join the leaders
Talk to our team
Map one workflow worth transforming
A short consultation with our CEO or Chief Transformation Officer is available right away.
Investment
Your dollars matter. We help you spend them wisely
Following our TriStorm approach we help you spot the right use case, test the best approach, and implement the solution iteratively. What you get is the solution you need, that your employees will use, and that is ready to run in production rather than in a sandbox.
74% of companies show no tangible value from AI investments — none of them worked with us.
Knowledge-inquiry response rate before agentic AI
1%
ARIJ Network — investigative-journalism trainees could get an answer to a knowledge inquiry only 1% of the time before the agent went live.
of companies show no tangible AI value
74%
BCG surveyed 1,000 executives: roughly three in four companies have yet to turn AI spend into measurable value.
TriStorm
Spot. Prove. Augment.
84% of AI project failures are leadership-driven (RAND, 2024) — that is why we strategize your way and bring you to full transformation.
Consulting
We start with a workshop on how your business actually runs. Together we identify the highest-ROI cases and the quick wins that build internal confidence.
- Strategic Alignment
- Team & Culture Readiness
- Governance & Risk Readiness
- Processes Maturity
Building
We test the best approach on your data and workflows, so you spend on evidence rather than another abandoned experiment. You know your business best; we bring the agentic engineering.
- Working prototype on real workloads
- Accuracy, latency and cost against agreed criteria
- Go/no-go with a clear next investment step
Transforming
Do not leap into unknown waters — we cover the tech for you. We implement iteratively: data readiness, systems and integration, and the AI experience your operators will actually run.
- Data Readiness
- Systems & Integration
- AI Experience & Experimentation
Credentials
You know your business, we know agentic AI
Let us combine our expertise. Vstorm is the first-ever tech consultancy accepted by the Agentic AI Foundation — the Linux Foundation body behind MCP and AGENTS.md — an official Pydantic implementation partner, and an open-source builder.
Agentic AI Foundation
First-ever tech consultancy accepted by the Agentic AI Foundation — the standards and community conversation for production agents.
Official Pydantic partner
Official implementation partner of Pydantic.dev (the company behind Pydantic and Pydantic AI) for typed, production-grade agent systems.
Open source used worldwide
Company behind agentic AI open-source solutions used by thousands of developers around the world — patterns that survived production.
Linux Foundation ecosystem
Member of the Agentic AI Foundation under the Linux Foundation — open collaboration, not vendor lock-in as a business model.
Independence
You need independence. We can deliver it
The model is just a part of a system. Our engineers design model-agnostic solutions on open-source foundations — more ways to remain operational.
Replaceable
Model as a component
The model is one component, replaceable and switchable as needs and business goals change. System prompt, environment, orchestration and architecture stay yours on open-source foundations.
On-prem SLM
Small language models when you need them
Where it fits, our engineers deliver a tailored, fine-tuned small language model (SLM) that runs in your environment — more immunity to token-cost shifts and changing LLM vendor offers.
Perimeter
Total security
From healthcare and finance: an ecosystem where no data leaves your domain and you keep total control over sensitive information — clients, patients or employees.
No lock-in
Open source, no lock-in
As an official Pydantic implementation partner and open-source contributors, we give you solutions you control — no vendor lock-in or dependency.
Your path
You choose your way. We support your choice
We are reliable partners for you. It is your journey and your transformation.
Book a call 01
Top-down transformation
Start with a C-level-driven vision. Our consultants help forge a grounded strategy so the organization can execute.
02
Bottom-up transformation
Transform through a chain of small wins — our consulting and tech teams can take the lead so each win compounds into a coherent capability.
03
Middle-tier transformation
For a vision that does not fit a standard engagement model. We work from your business and your team's competence, and we map the path with you rather than fitting you to a template.
"My wish was to come to at least an 80% success rate… by the time we finished, over 95.4%, so it definitely exceeded expectations."
Lucian Puca, Digital Product Manager · Mixam
Common questions
Frequently asked questions
What kinds of effects do you actually deliver?
Published examples include roughly 2× conversion lift and 15 tools working across a billion product combinations at Mixam, workflow generation cut from three hours to three minutes at Synera, clinical triage with zero hallucination events across 329+ scenarios at Schmitt-Thompson, and a knowledge-inquiry response rate rising from 1% to 100% at ARIJ Network. Every engagement starts from your metrics — not a generic demo script.
How do you avoid another abandoned GenAI pilot?
We lead discovery for ROI and operating fit, then Proof of Value on real workloads before wider spend. TriStorm keeps strategic alignment, validation and process augmentation in one path, so you do not fund a sandbox that never becomes an operating system.
Do we need a finished AI strategy before we start?
No. We begin with a workshop on your business, then map readiness across strategy, team, governance and processes, then cover data, systems and experimentation so the roadmap is executable.
Will we be locked into one model vendor?
No. We design model-agnostic systems on open-source foundations. The model is a replaceable component; orchestration, prompts, evals and ownership stay with you. Where needed we can deliver fine-tuned small language models that run in your environment.
Can systems stay inside our security perimeter?
Yes. From healthcare and finance we build ecosystems where no data leaves your domain and you keep total control over sensitive information. Security and compliance constraints shape architecture from day one — not as an afterthought.
Top-down or bottom-up — which do you support?
Both, and hybrids. C-level grounded strategy programmes, chains of operational wins where our teams can take the lead, or a middle path that does not fit a standard template — we design alongside your leadership and operators.
Let us have a talk
50+ people, 25+ AI engineers.
30+ agentic AI implementations
A short consultation with our CEO or Chief Transformation Officer is available for you right away.