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/ portfolio · projet 01

André
l'agent opérationnel de votre entreprise.

André exécute des centaines de tâches en parallèle — en arrière-plan, la nuit, le week-end. Catégorise les documents, répond aux demandes, génère les rapports, analyse les données. Votre équipe voit les résultats en direct, les erreurs sont gérées automatiquement, chaque opération est journalisée.

André — visualization of parallel task processing
hundreds
tasks in parallel
24/7
Always on duty
100%
Audit log for compliance
~70%
Lower operational costs
/ what André is

Un collaborateur qui ne demande pas son vendredi après-midi.

Imaginez une équipe de juniors avec des compétences de seniors, travaillant simultanément dans cinquante onglets du navigateur. Sans pauses café, sans arrêt maladie, sans « je le ferai demain ». C'est exactement ce qu'est André — sauf qu'il n'a ni bureau, ni salaire, ni jours fériés.

Là où une personne traite un document par minute, André en traite cinq cents. Vous revenez lundi à 200 nouveaux mails — André a rédigé 180 brouillons de réponses pendant la nuit et marqué 20 qui demandent votre décision. Le rapport mensuel qui vous prenait deux jours de vie ? Prêt le 1er du mois à 6h, en PDF, avec des conclusions.

Pas de magie. Sous le capot : de l'ingénierie solide — FastAPI, Celery, Postgres, Redis branchés sur les modèles Claude 4.7 (et moins chers quand ils suffisent). Pour vous, ça ressemble à autre chose — un panneau dans le navigateur où vous voyez la file d'attente, les tâches terminées, celles en attente de votre « ok », et ce qui s'est passé exactement pendant la nuit.

/ fonctionnalités

Ce que André sait vraiment faire.

Des fonctions qui pèsent sur votre P&L. Pas des buzzwords — des effets mesurables.

Smart task queue

Each task has a priority, deadline, and weight. André decides what to run first — urgent and important goes to the strongest AI, bulk to the cheaper one. You see the full queue in the panel and can reorder it with one click.

Parallel execution

Instead of one-by-one — dozens at a time. André scales dynamically with the queue size. More workers during peak hours, fewer at night. You pay only for actual usage.

Real-time result streaming

No need to wait for completion. André shows the result as soon as it's ready — in the panel, on Slack, via email, or webhook to your system. Decide immediately, not an hour later.

Auto-retry on errors

Internet down? Provider API returned 500? André retries with exponential backoff (1s → 2s → 4s → 8s). After 5 failed attempts — escalation to a human with full context.

Full audit log

Who, what, when, which model, how much it cost, what the result was. Every André operation is logged immutably. GDPR and AI Act compliance — sorted. External audit? Logs from every single minute.

Webhooks & integrations

André talks to your CRM, ERP, Slack, email, calendar, Trello, Notion, Google Sheets, Airtable. What happens — flows to your system. What your system changes — André learns about it.

Cost control

Każdy task ma swój kosztowy ślad. Możesz ustawić budżet dzienny/miesięczny — André się w nim mieści. Drogie modele tylko gdy potrzebne, tańsze gdy wystarczą. Średnio 60–80% niższy rachunek niż "wszystko na Opusie".

Human-in-the-loop

Krytyczne decyzje (np. odpowiedź klientowi VIP, akceptacja faktury > 10 000 zł) zatrzymują się i czekają na zatwierdzenie. Twój zespół klika "ok" lub "popraw" — André się uczy z każdej korekty.

/ comment ça marche

From task to delivery.

Five steps that happen under the hood for every task.

01

Task arrives

From the panel, email, webhook, API, calendar, Slack. André accepts from any source.

02

Classification

AI decides: priority, model to use, cost, deadline. Sorts into the queue.

03

Execution

A worker picks up the task, AI processes it, status streams to the panel.

04

Verification

Critical ones wait for human approval. The rest moves on instantly.

05

Delivery

The result goes where it should — your system, email, file, integration. Audit log ready.

/ pour qui

André fits companies that are drowning in repetitive work.

customer service

High-volume inquiry companies

E-commerce, SaaS, kancelarie, biura księgowe — wszędzie tam, gdzie ludzie czytają i odpowiadają na hundreds podobnych pytań dziennie. André odpowiada na proste, zatrzymuje trudne do człowieka.

back-office

Document analysis processes

Invoices, contracts, policies, statements, reports — categorization, data extraction, compliance validation. André processes 1000 documents in the time a person handles 30.

operations

Reports and monitoring

Daily sales report, weekly KPI, monthly review — generated automatically, at a set time, in a fixed format, with conclusions. You return in the morning to a finished document.

/ scénarios concrets

Three processes where André makes an immediate difference.

200 → 20
emails/day to humans

Customer service inbox

Każda nowa wiadomość trafia do André. Klasyfikuje: pytanie o status zamówienia, reklamacja, faktura, prośba o ofertę. Dla 80% pisze draft odpowiedzi z odniesieniem do bazy wiedzy firmy. Twój zespół przegląda drafty i klika "wyślij". Dla 20% trudnych — eskalacja do człowieka z pełnym kontekstem.

e-commerce SaaS kancelaria
8h → 5min
monthly report

Executive report generation

On the first of the month at 6:00 AM, André pulls data from CRM, store, analytics, and ERP. Calculates KPIs, compares to the prior month, summarizes trends, detects anomalies. Generates a PDF with charts and text. At 8:00 AM the director gets an email with the finished report.

controllingi CFO zarząd
1500/day
invoices categorized

Invoice and contract processing

André reads every PDF arriving in the accounting inbox. Extracts number, date, amounts, vendor; assigns to project/cost; checks compliance with the contract (e.g., whether the rate matches). Pushes to the accounting system, flags discrepancies. Humans just approve.

biuro księgowe controllingi audyt
/ questions fréquentes

Ce que les clients demandent souvent.

Will André replace my employees?

No — though we get the concern. André takes routine: categorizing, classifying, drafting, sorting. Your people start doing what you really hired them for: talking to difficult clients, making decisions AI shouldn't, designing new processes. In practice, teams using André don't cut staff — they stop hiring more as the business grows. That's the difference.

What if André makes a mistake?

Every critical decision (invoice above amount X, reply to VIP client, refund approval) pauses for human review. The mass ones — e.g., classifying an email as "order status" — André does itself, but leaves a trace: "92% confident, source here". If wrong, the operator clicks "fix" and the system learns from every correction. Within two months accuracy rises from 85% to 96%.

Is my data secure?

André can run on-prem (on your servers), in your cloud, or hybrid. In every configuration, data never leaves your infrastructure. Communication with AI models goes through private endpoints (Anthropic, Azure OpenAI, dedicated local LLMs) without content logging on the provider's side. Full audit log, GDPR and AI Act compliance — included in the implementation.

How much does it cost per month?

Implementation is a one-time project cost (depends on scale). Monthly upkeep has two components: AI model cost (you pay for actual usage — €200–1000/month average for a mid-sized company) plus optional retainer for our team (from ~€700/month for 24h responsiveness). Most clients recoup the implementation cost in 3–6 months on team time savings alone.

Where do we start?

With one process. The one your team loses the most time on, that nobody enjoys. Email inbox? Invoices? Ticket categorization? You pick one, we build André for that specific case in 4 weeks, you test for a month whether it does what it should. If yes — we expand. If not — we stop, no long-term commitments.

/ sous le capot

A stack that doesn't break under load.

André isn't a script written between coffees. It's a production-grade system that scales to thousands of concurrent tasks, has a 99.9% SLA, and runs in environments from startups to mid-size enterprises.

  • Backend: FastAPI · Celery · Postgres · Redis · Docker
  • AI: Claude Opus 4.7 (main) · Haiku 4.5 (light) · per-task routing
  • UI: Next.js 15 · admin panel · live dashboard · API
  • Deploy: on-prem · AWS · GCP · Azure · hybrid
André infrastructure visualization
/ prochaine étape

Show us your process.
We'll propose where André fits.

Bezpłatna 45-minutowa rozmowa. Konkretny pomysł na pierwszy proces do automatyzacji — nawet jeśli nie zdecydujesz się na współpracę.