Victor LaybatsVictor Laybats
AI Agent & Automation Engineerfreelance · Paris ✦

One useful AI agent.
Connected in 72 hours.

I turn one precise workflow into a supervised AI agent that reads requests, retrieves context, prepares the next action and leaves the final decision to your team. Connected to your current tools, not locked to one no-code platform.

Book the €490 sprint See what is delivered ↓ ↜ reply within 24h
€490 fixed pilot 72h after access Human review before external action
Founding clientsThe first 3 sprints are €190 instead of €490, in exchange for a named public testimonial if the pilot satisfies you. On 21 August 2026, the 3 seats are open.
Victor Laybats, freelance AI and automation engineer in Paris Victor · Paris
01The AI Agent Sprint
In 72 hours, one repetitive flow becomes a working, supervised agent inside the tools you already use.

The pilot covers one trigger, one bounded decision, up to two tool connections and one human approval point. Typical fit: incoming brief, support request, lead qualification, document triage or internal follow-up.

You receive the deployed flow, test cases, useful logs, failure handling and handover notes. The 72-hour clock starts after scope and access are confirmed; third-party subscriptions and major data cleanup are excluded.

€490 · fixed scope · no stack replacement.
02First-party systems

Operating products, not a slide deck.

I build and operate Cascads, Flare Intelligence, Datvero and the nine-brand IVRYN publishing stack. These are verifiable first-party systems, not external client testimonials. The links below show what exists; they do not invent revenue or customer ROI.

Studio IVRYN ↗ Agentic ops Cascads ↗ AI concierge Flare ↗ Reliability Datvero ↗ Method 32 checks ↗
03Real builds

Four systems I actually operate.

Each case is first-party and links to public evidence. No client identity, testimonial or business result is implied.

Cascads supervised agentic marketing operations
Cascads · agentic operations

Marketing production under control

Context retrieval, draft generation, approval gates, scheduling and provider-linked delivery confirmation across several brands.

Public controlled study: 200 attempts, 25 simulated provider callbacks, zero duplicate callback.Inspect the public evidence →
Flare Intelligence AI flight concierge
Flare Intelligence · tool-using agent

Grounded AI flight concierge

A streaming agent uses structured search tools and renders native cards only from available route data instead of inventing prices.

Implemented scope: two structured tools and four native card types, with quotas and authentication.Inspect the public evidence →
Datvero automation and AI agent monitoring
Datvero · reliability layer

Detection for silent workflow failures

Authenticated idempotent ingestion, missing-heartbeat detection, deduplicated incidents and alert routing with cooldowns.

Public envelope: checks every 60 seconds, late at 1.5× and down at 2× the expected interval.Inspect the public evidence →
IVRYN nine-brand AI publishing and operations stack
IVRYN · multi-product operations

Evidence-gated SEO and GEO engine

A nine-site system grounds drafts, rejects duplicates and unsupported claims, publishes atomically and checks public health.

A failed health gate stops the cycle: detection is evidence, not a claim that everything is always green.Inspect the public evidence →
04What an agent needs

More than a workflow canvas.

AA bounded decision, controlled context and explicit permissions.
BThe right tools for the existing stack: APIs, code, n8n or Make when useful.
CHuman approval wherever an error would create an external or costly action.
DTests, logs, failure handling, monitoring and a documented handover.
05The 72-hour path

From one painful flow to a working pilot.

01

Scope & access

We freeze one trigger, one useful output, the exceptions and the human reviewer.

02

Connect & build

I connect up to two tools and implement the agent, its context and its permissions.

03

Test & guard

Normal, ambiguous and failure cases are tested before any real external action is enabled.

04

Ship & hand over

You get the working pilot, logs, instructions and seven days for bounded corrections.

06A simple first purchase

Start small, prove the flow, then decide.

AI Agent Sprint · €490

One bounded workflow, up to two tool connections, human review, logs and handover. Delivered in 72 hours after access is ready.

Founding price for the first 3 clients: €190, with a named testimonial in return.Check the fit → Production extension

After the pilot only: more systems, roles, evaluation data or external actions, quoted from the evidence gathered.

Check the fit → Reliability & monitoring

Heartbeat coverage, alerts, incident context and maintenance when the flow becomes operationally important.

Check the fit →

The engineering is visible before you buy.

IVRYN is the first-party product studio where these agents, mobile apps, APIs, release systems and monitoring layers are built and operated.

Explore the studio ↗
07FAQ

Frequently asked.

What is included in the €490 sprint?
One bounded workflow, one useful output, up to two tool connections, one human approval point, test cases, logs, failure handling, handover notes and seven days of bounded corrections. Third-party subscriptions and major data cleanup are excluded. The quote confirms applicable tax treatment before work starts.
Is this just an n8n workflow?
No. The deliverable is an operational agent, not a canvas. I use APIs, code, n8n, Make or another component only where it fits the existing stack, permissions and maintenance needs.
When does the 72-hour clock start?
After the scope, reviewer and required access are confirmed. Provider outages, delayed credentials, unavailable APIs and work outside the fixed pilot pause or change the estimate before implementation.
Will the agent act on customers by itself?
Not by default. The pilot prepares and routes the next action, with a human approval point before external communication or another costly or hard-to-reverse action.
Why do the first three clients pay €190?
This is a recent offer and I have no external client testimonials yet, so the proof on this page is first-party. To build real references, the first three sprints cost €190 instead of €490. In exchange, if the pilot satisfies you, you accept the publication of a short named testimonial. If it does not, nothing is published and the discount still applies.
One painful workflow?

Make it a useful agent.

Send the current flow, the tools involved and the action that must stay human-reviewed. I will confirm within 24 hours whether it fits the €490 sprint.

contact@victorlaybats.com
Victor
From Paris, non-stop