AKIRYS

Real projects. Real results.

Every engagement follows the same logic: understand the business, automate what needs to be, and make teams autonomous.

Finance · Asset Management

Agentic RAG platform for an investment fund

Context

A multi-strategy investment fund manages several hundred documents: DDQs (Due Diligence Questionnaires), investment memos, quarterly reports, investor communications. Teams spend considerable time searching, cross-referencing, and synthesizing information scattered across SharePoint, emails, and local files.

Problem

Investor reports and DDQ responses take 2 to 3 days per quarter per analyst. Information is redundant but never centralized. The risk of inconsistency between documents is high.

Akirys Solution

Complete needs assessment with front office and compliance teams. Benchmark and selection of a sustainable agentic RAG platform compliant with sovereignty and security requirements in the financial sector. Development of specialized document agents: a DDQ agent capable of pre-filling questionnaires from the document base, a reporting agent that synthesizes performance data, a communications agent that generates investor letter drafts. Integration with existing document management system.

Results

  • DDQ preparation time divided by 5
  • ~8 days/year saved per analyst on DDQs alone
  • Quarterly reports generated in minutes instead of days
  • Document consistency guaranteed by a single source of truth
  • Teams trained in agent usage and prompting

Tools : Agentic RAG platform · Multi-agent architecture · LLM APIs · SharePoint

Marketing · Content

Automated marketing engine for a brand

Context

A growing brand produces content across multiple channels: SEO blog, LinkedIn, Instagram, newsletters. Production is manual, time-consuming, and publications lack consistency. The marketing manager spends 60% of their time on it at the expense of strategy.

Problem

No structured workflow. Each piece of content is produced manually from A to Z: topic research, writing, SEO optimization, visual creation, publishing, social scheduling. Volume is insufficient to generate significant organic traffic.

Akirys Solution

Building a complete, modular marketing engine. Blog article production pipeline: from SEO ideation to automated publishing, through calibrated AI writing, on-page optimization, and image generation. Multichannel repurposing system: each article automatically generates LinkedIn posts, Instagram stories, and newsletter snippets. Integrated SEO and GEO (Generative Engine Optimization) management. Architecture built on Make.com but interchangeable with n8n or any other orchestration platform.

Results

  • Publication volume multiplied by 8 (from 4 to 32 pieces/month)
  • Production time per article reduced from 4h to 30 minutes (÷8)
  • Equivalent of ~€77,000/year in outsourced content production
  • Organic traffic in continuous growth
  • Marketing manager focuses on strategy instead of execution

Tools : Make.com · GPT-4 · DALL-E · Google Search Console · WordPress · LinkedIn API · Instagram API

Hospitality · Training

Custom AI training in hospitality

Context

A hotel group wants to integrate AI into daily operations: guest review management, experience personalization, revenue management optimization, administrative task automation. Teams are motivated but have no AI culture.

Problem

Generic market training doesn't address hospitality-specific needs. Use cases are too abstract, presented tools don't match field constraints (seasonality, multilingualism, multiple booking channels).

Akirys Solution

Custom multi-day training program designed specifically for the hospitality sector. Day 1: strategic awareness for management — challenges, opportunities, risks, expected ROI. Days 2-3: operational workshops by department — front desk, revenue management, marketing, F&B — with concrete use cases and directly applicable tools. Day 4: hands-on implementation workshop — teams configure their first supervised AI workflows themselves.

Results

  • 100% of participants operational on AI tools after training
  • 3 AI workflows deployed in the first week post-training
  • 70% reduction in guest review processing time (~500h/year recovered)
  • Program replicable across other properties in the group

Tools : ChatGPT · Make.com · Revenue management tools · Hotel PMS

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