Agentic AI · Enterprise delivery
Agentic AI consultant for enterprises tired of demos that cannot touch production data.
Agents are easy to demo and hard to govern. I design agentic systems that pass compliance and run on your real workload, with evaluation proven on a public 500,000-email corpus. Sixty to ninety days to production.
Confidential. No pitch. Two new engagements per quarter.
Category
What makes agentic AI different.
A chatbot answers. An agent acts: it reads the inbox, checks the system of record, drafts the intervention, routes the exception. That is why governance is the real work.
An agent with production access needs evaluation before deployment, guardrails during, and an audit trail after. Skip any of the three and the pilot stalls exactly where most enterprise pilots stall: at the person whose job is to say no.
Method
How I build agents that ship.
Evaluation first. Before an agent touches your workflow, it runs against a measured benchmark of your real cases and the failure modes get names. At Helionics, the company I founded, our agents were proven on a public corpus of 500,000 real corporate emails.
Then a narrow wedge in production with human oversight, then scale by evidence. Your team owns the system when I leave; ownership is part of the build, not an afterthought.
Buying options
Independent specialist, agency or Big-4.
Enterprises buying agentic delivery choose between three shapes. The differences are speed, cost and who actually does the work.
Dimension
Independent specialist
AI agency
Big-4 consultancy
Who does the work
The person you hired
A rotating delivery team
Analysts, with partner reviews
Speed to production
60 to 90 days
3 to 6 months
6 to 18 months
Typical cost
From €60,000
€150,000 plus
€500,000 plus
Accountability
One name on the result
Account manager
Steering committee
Enterprise record
Shell, Freshfields, JP Morgan, T-Mobile
Varies
Strong, at a price
Recent work
Four programmes. Four hard numbers.
Engagements
Four offers. One end state: production.
Flagship
Agentic AI Build
60 to 90 days
From €60,000
- AI agents that do real work, mining email and document archives into structured, verifiable records
- Human-in-the-loop by design, recommendations not autopilot, nothing ships without sign-off
- Agent architecture, workflow integration, production rollout
- Governance your risk team and the EU AI Act will accept
Before you invest
AI Opportunity Sprint
10 days
€15,000 fixed
- Scored AI use-case backlog, ranked by value and feasibility
- Risk analysis across data, governance and operational readiness
- Two execution candidates with implementation roadmap
- Executive pack for the investment decision
When delivery stalls
5-Day Delivery Reset
5 days
€12,000 fixed
- Root-cause diagnosis, the 2 to 3 blockers actually stalling delivery
- Stakeholder alignment map, who decides what by when
- Board-level decision memo, what to do Monday morning
- If I cannot diagnose the issue, you pay nothing
Own the AI agenda
Fractional Chief AI Officer
Monthly retainer
From €9,500 a month
Own the AI agenda without the €300k hire.
- Executive ownership of the AI roadmap, portfolio and governance
- Board-ready reporting and vendor selection your risk team will accept
- Direct engagement with delivery teams, not slideware
- EU AI Act readiness built into the operating rhythm
FAQ
Answers before you book.
What is an agentic AI consultant?
Someone who designs, evaluates and ships AI agents: systems that take actions in your workflows rather than just answering questions. The consulting part is making them survive enterprise governance.
What does agentic AI cost for an enterprise?
Builds start at €60,000 and run 60 to 90 days to production. A €15,000 sprint scopes the opportunity first if you want the number before the commitment.
How do you evaluate agents before production?
Against your real cases, with named failure modes and measured pass rates. My own company's agents were proven on a public 500,000-email corpus; the same discipline applies to your build.
Which models and platforms do you use?
Whatever passes your security review and holds up in evaluation. The system design, not the model logo, decides whether agents reach production.
The triage call is thirty minutes and costs nothing.
Confidential. No pitch. Two new engagements per quarter.