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
数据来自独立研究,仅供参考。既不构成合同承诺,也不是 Wolf Agency 取得的成果。
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开发
编程任务速度 +55%
实验室中的单一任务(用 JavaScript 编写一个 HTTP 服务器),并非真实项目。
来源GitHub,对照研究,95 名开发者,2022 年。 -
工作时间
60% 至 70% 的工作时间用于技术可能实现自动化的活动
- 至少 60% 的时间
- 视职业最高达 70%
这是理论上的潜力,不是既成事实;也不是"60% 至 70% 的岗位"。
来源McKinsey,《The economic potential of generative AI》,2023 年 6 月。 -
经济
每年 2.6 万亿至 4.4 万亿美元的潜在价值
- 低估计:2.6 万亿美元
- 高估计:4.4 万亿美元
给出完整区间,绝不只报上限。
来源McKinsey,同一报告,2023 年 6 月。 -
咨询
交付物质量 +40%,但在 AI 擅长范围之外的任务上 −19 分
交付物质量
AI 擅长范围之外
两个数字必须一起看:需要有人知道 AI 在哪里有帮助、在哪里有害。
来源Harvard Business School / BCG,《Navigating the Jagged Technological Frontier》,758 名顾问,2023 年。 -
客户支持
平均 +14%,新手 +34%
全部客服
新手客服
五个数字中最可靠的一个:真实场景,大样本。
来源Brynjolfsson、Li、Raymond,NBER working paper 31161,2023 年,在真实条件下观察的 5,179 名客服。
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