01
Consulting
A workflow audit and use-case feasibility assessment that turns an AI vision into a prioritised, ROI-ranked implementation plan.
Agentic AI company
An engineering partner, not a slide deck.
Vstorm is an applied agentic AI engineering consultancy for mid-market challengers — the first tech consultancy accepted into the Agentic AI Foundation, and a Pydantic AI partner since its beta versions.
Trusted by operators
-
+11.76% orders from day 1 of the Australian launchThree-agent product advisor guiding customers through print-order configuration.
Read case study -
Supply chain intelligence agents reducing manual coordination overhead.
-
37 kernels ported from CUDA to Intel GaudiProduction AI workloads moved to new hardware for on-prem LLM deployment.
-
AI agent implementation for a global automotive enterprise.
-
2 hrs → 3 min to generate a workflowText-to-workflow agents building validated node graphs inside the platform.
Read case study -
44% → 98% raw LLM vs guideline-executing accuracy on the open 50-scenario benchmarkHIPAA-compliant guideline-executing triage — 44% to 98% on the open 50-scenario benchmark.
Read case study
Why agentic AI
Most agentic AI vendors sell a demo. We ship a system someone operates.
Picking a partner for agentic AI usually comes down to a demo and a deck — neither tells you whether the vendor can get a system through evaluation, integration, and a compliance review, and hand it off so your team can run it without them. That gap is where most engagements stall after the contract is signed.
every engagement ends in a handoff, not a retainer
Engagement models
How companies work with us
The same TriStorm methodology, applied at the scope you need.
02
Building
A working system on your real data with an evaluation suite and guardrails — evidence for a build decision, not a slide deck.
03
Embedded engineering
Our engineers work inside your existing team, contributing agentic-specific expertise while transferring capability rather than creating a dependency.
04
Production augmentation and handoff
Production rollout with monitoring and governance, ending in full ownership transfer — your team runs the system independently.
Delivery path
The TriStorm methodology
After 30+ production deployments, we codified what separates shipped systems from stalled pilots.
01
Consulting
Workflow audit, use-case feasibility, and an ROI model — a prioritised implementation plan before any build starts.
Workflow & data auditFeasibility assessmentROI projection
02
Building
A working system on your data, with an evaluation suite and guardrails — evidence for a build decision.
Working prototypeEvaluation suiteProduction path
03
Transforming
Production rollout with monitoring and governance, ending in ownership transfer to your team.
Production deploymentMonitoring & alertingOwnership transfer
Client results
Proof across industries
1,000+workflows used as training data
A text-to-workflow agent reads design intent and generates complete engineering workflows automatically, compressing multi-hour tasks to seconds.
Read case study44% → 98%raw LLM vs guideline-executing accuracy on the open benchmark
Guideline-executing medical triage reaching expert-level accuracy on an open, nurse-validated benchmark.
Read case study95.4%agent routing success rate
A multi-agent product advisor guiding customers through more than a billion product combinations, with orders up after go-live.
Read case studyFAQ
Choosing an agentic AI company, answered
What actually distinguishes an agentic AI company from a general software or AI consultancy?
Depth in the specific engineering agentic systems require: orchestration across multiple agents, evaluation harnesses that catch failures before production, and guardrails calibrated to your risk tolerance. General software consultancies build features; agentic AI companies build systems that take autonomous action and are accountable for it.
How is Vstorm different from other agentic AI vendors?
We are the first tech consultancy accepted into the Agentic AI Foundation and a Pydantic AI partner since its beta versions. We work as an embedded engineering partner — you own the code, the architecture, and the operational knowledge by the time we hand off.
What does an engagement with Vstorm actually look like?
TriStorm: strategic alignment and planning, a Proof of Value on your real data, then process augmentation into production with monitoring and ownership transfer. The same three phases regardless of industry or use case.
Do you only work with large enterprises?
No — we specifically serve mid-market challengers ($25M–$500M revenue) who need production-grade agentic AI without enterprise consulting overhead or a bloated internal AI team.
Do we own the code after the engagement?
Yes. Full ownership of agent logic, integrations, and evaluation harnesses — no proprietary runtime lock-in, and your team is trained to operate and extend what we build.
What if we already have an internal AI team?
We work as an embedded extension of it — bringing agentic-specific patterns your team may not have built before, and transferring that knowledge rather than creating a dependency.
Start with a conversation
Talk to the engineers who will build your system.
Book a free consultation. We will map one real workflow worth automating — no pitch, no deck.