IT workshop & laboratory
All your IT, multiplied by AI.
30 years of critical production, remote or on site, accountable for results. Development, cloud, data, DevOps, operations, security, AI: one workshop for the whole IT spectrum.
01 — The shift
Old world, agentic world.
Each chart sets the baseline without AI (index 100) against the same work done with AI. The source appears under each one.
- Old world
- Agentic world
Figures from independent studies, given for information only. They are neither a contractual commitment nor a result achieved by Wolf Agency.
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Development
+55% speed on a programming task
A single laboratory task (writing an HTTP server in JavaScript), not a real project.
SourceGitHub, controlled study, 95 developers, 2022. -
Working time
60 to 70% of time spent on activities that technology could automate
- At least 60% of time
- Up to 70% depending on the occupation
A theoretical potential, not an observation: this is not “60 to 70% of jobs”.
SourceMcKinsey, “The economic potential of generative AI”, June 2023. -
Economy
2,600 to 4,400 billion dollars of potential annual value
- Low estimate: $2,600 bn
- High estimate: $4,400 bn
The whole range, never the top figure alone.
SourceMcKinsey, same report, June 2023. -
Consulting
+40% deliverable quality, but −19 points on tasks outside the scope where AI performs well
Deliverable quality
Outside the scope where AI performs well
The two figures go together: someone must know where AI helps and where it harms.
SourceHarvard Business School / BCG, “Navigating the Jagged Technological Frontier”, 758 consultants, 2023. -
Customer support
+14% on average, +34% for beginners
All agents
Novice agents
The best-established of the five: real field conditions, large sample.
SourceBrynjolfsson, Li, Raymond, NBER working paper 31161, 2023, 5,179 support agents observed in real conditions.
02 — What we do
The whole IT spectrum, under one roof.
Nine families of trades, from writing code to overnight supervision, so that a single point of contact covers the entire chain.
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Development
- Custom applications
- APIs
- PWAs
- Modernising legacy systems
- Operations scripting: Shell, PowerShell
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Infrastructure & cloud
- Multi-tier architectures
- EU sovereign cloud: OVH SecNumCloud, Hetzner, Scaleway
- Systems: AIX, RHEL, SUSE, Windows Server
- Middleware: WebSphere, WebLogic, JBoss, Tomcat, Apache
- Migrations: AIX → Linux, Tandem → UNIX, to Azure
- Managed services
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Operations & maintenance
- 24/7 supervision: Nagios, Centreon
- On-call duty, level 2 and 3 incidents
- ITIL
- 3-2-1 backups
- DRP / BCP
- File transfers: CFT, EDI
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Job scheduling
- Control-M V8 / V9
- VTOM
- TWS
- $Universe
- CA7 (MVS), NetBatch (Tandem)
- Batch chains: design, restart, migration
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Data & BI
- ETL / ELT: DataStage V7 to V11.5
- Data integration, inter-application flows
- EDI / EDIFACT, dematerialisation
- Document indexing
- Dashboards
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DevOps
- CI/CD
- GitOps
- Observability
- Production releases, versions and deliverables
- Production / staging mirroring
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AI in production
- Supervised agents
- Assistants over your documents
- Transcription and dictation
- Sovereign inference: vLLM, Ollama
- Or via API
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Cybersecurity
- Hardening
- IAM
- Encryption
- GDPR, SecNumCloud, NIS2 compliance
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Consulting & audit
- Production
- Architecture
- Security
- GDPR
- Accessibility & SEO
- FinOps
Sectors
- Banking
- Insurance
- Financial markets
- Telecoms
- Industry
- Energy
- Healthcare
- Public sector
03 — The lever
One architect-operator, their AI agents, a whole team.
A professional who has spent thirty years keeping critical systems running directs AI agents. Together they produce the work that would usually take an entire team.
AI multiplies a proven trade. Decisions on architecture, security and production releases stay in human hands, accountable for the outcome.
Discover the W.O.L.F.© protocol04 — Signature offer
Digital Exorciste
Remove all the harm from your IT, at the root.
We clean up systems that time has cluttered: we treat at the source what no longer serves, what threatens and what deceives, until the whole ecosystem is sound.
- Dead code Functions, modules and branches that nothing calls any more.
- Technical debt Yesterday’s shortcuts that slow down every release.
- Vulnerabilities Known flaws, open configurations, exposed secrets.
- Rotten dependencies Abandoned, outdated or compromised packages.
- Dark patterns Journeys designed to trap the user.
05 — Work
Demonstrations of know-how.
Four products designed and operated by the workshop. They show how we build, and how we run what we build.
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Voice & languages
Punchbox
Dictation, transcription and translation: speech becomes text, in the language of your choice.
Discover Punchbox -
Marketplace
Wolf Pack
A freelance marketplace with a charter, where the rules of the game protect talent and clients alike.
Discover Wolf Pack -
Job scheduling
Ordoman
An in-house scheduler, born of decades spent on Control-M, VTOM, TWS and $Universe.
Discover Ordoman -
Automation
Workflows
Orchestrated processing chains, observable and resumable, from raw data to delivered result.
Discover Workflows
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The charter is code
Our ethical principles are written into the infrastructure itself. Whatever breaks the charter does not go through: no configuration lets it out.
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The no-cost path is worth the paid one
The no-cost journey is as direct as the paid journey, with no detour and no added friction.
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Leaving is as simple as joining
Cancelling is as easy as subscribing: same number of clicks, same clarity.
07 — Working together
Let’s talk about your system.
Every engagement is quoted individually. Book a consultation, or describe your need: we come back to you with a tailored proposal.
Quote request
A short form, on its own page: who you are, the type of need, the deadline, the context. We come back to you with a quote proposal.
- Context and stakes
- Deadlines
- Areas concerned