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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。

  • 开发

    编程任务速度 +55%

    无 AI100
    有 AI+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

    无 AI100
    有 AI+40%

    AI 擅长范围之外

    无 AI100
    有 AI−19 分

    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

    无 AI100
    有 AI+14%

    新手客服

    无 AI100
    有 AI+34%

    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.

  • Development

    • Custom applications
    • APIs
    • PWAs
    • Modernising legacy systems
    • Operations scripting: Shell, PowerShell
  • 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
  • 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
  • Job scheduling

    • Control-M V8 / V9
    • VTOM
    • TWS
    • $Universe
    • CA7 (MVS), NetBatch (Tandem)
    • Batch chains: design, restart, migration
  • Data & BI

    • ETL / ELT: DataStage V7 to V11.5
    • Data integration, inter-application flows
    • EDI / EDIFACT, dematerialisation
    • Document indexing
    • Dashboards
  • DevOps

    • CI/CD
    • GitOps
    • Observability
    • Production releases, versions and deliverables
    • Production / staging mirroring
  • AI in production

    • Supervised agents
    • Assistants over your documents
    • Transcription and dictation
    • Sovereign inference: vLLM, Ollama
    • Or via API
  • Cybersecurity

    • Hardening
    • IAM
    • Encryption
    • GDPR, SecNumCloud, NIS2 compliance
  • 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.© protocol
Architect-operator Entire team

04 — 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.

  • 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

06 — Coded loyalty

Ethics are written into the infrastructure.

Read the charter
  1. 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.

  2. 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.

  3. 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