Our Proven Framework
Increase Profit Margin by reducing labor-intensive tasks in IT, QC, Marketing, Finance, and Supply Chain.
Increase your profit margin. Prove it every quarter.
The LR Method is a structured engagement that audits your operations across 5 departments — IT, QC, Marketing, Finance, and Supply Chain — identifies labor-intensive tasks that AI can automate, then our team implements it alongside yours. Every quarter, we prove the margin increase with verified numbers.
Before investing in AI, you need to know where the overhead is hiding. Our workshop maps every department’s workflows, identifies the labor-intensive tasks draining your margin, and scores your automation readiness across 5 departments.
Map every department’s workflows: what’s manual, what’s repetitive, where are the bottlenecks?
Identify top 10 overhead cost centers. Estimate FTE hours per task. Calculate the “automation prize.”
For each hotspot: can AI do this? Score on impact × feasibility × speed-to-value.
Select 3 quick wins (<90 days). Estimate savings. Build the business case for Phase 2.
AI Overhead Map — A scored assessment rating your business across 5 departments, each scored /20 for a total score out of 100. Identifies top automation opportunities, estimates FTE hours at risk, and prioritizes quick wins by impact.
LR’s team shadows your people.
We sit with the person entering data. We time how long it takes. We measure. The result is a concrete savings projection — not estimates based on industry averages, but numbers from your actual operations.
AI Operations Report + Savings Projection — Department-by-department breakdown of automation opportunities with FTE hours, cost estimates, and a prioritized implementation roadmap. If you proceed to Phase 3 within 60 days, the full audit fee is credited as a discount.
| Client Size | Scope | Price | Includes |
|---|---|---|---|
| SME | 3–4 departments | €2,490 | Remote audit + savings projection + 1h review call |
| Mid-Market | 5 departments | €7,490 | Full audit + 2 days on-site + strategy session |
| Enterprise | All departments | €14,990 | Full audit + 5 days on-site + C-level presentation deck |
This is NOT “here’s a tool, good luck.”
LR assigns a team that works alongside your team. We embed in your operations, build the automation, train your people, and stay until the system runs without us. Each track follows a structured build: workflow mapping → automation design → pilot → full rollout → handover.
Automate catalog data entry, supplier ingestion, content updates, and system integrations. Eliminate manual data handling across your IT operations.
AI-powered data validation, content QA, compliance checking, and error detection. Reduce manual quality control cycles by 70–90%.
LLM-powered product descriptions, multilingual content, SEO optimization, and campaign production. From raw data to publish-ready content at scale.
Automate invoice processing, expense categorization, and reporting. Dr. Rebbouh’s algorithms for pricing optimization and margin monitoring.
AI-driven demand forecasting, automated procurement triggers, supplier communication, and stock monitoring. Reduce stockouts and overstock.
Fixed-scope packages for smaller businesses. Fast delivery, fixed price, immediate impact.
| Package | What’s Included | Price |
|---|---|---|
| Content Kickstart | 1,000 SKUs enriched + 3 languages + SEO optimization | €4,990 |
| Support Autopilot | Customer support automation + FAQ generation + ticket routing | €3,990 |
| Admin Automator | Invoice processing + expense categorization + reporting setup | €4,990 |
| Catalog Cleanup | Deduplication + normalization + taxonomy mapping — up to 10,000 SKUs | €6,990 |
Once the first track is live, we expand. New departments, new processes, deeper automation. The LR team stays embedded, continuously finding new overhead to eliminate and new margin to unlock.
For smaller businesses that prefer to work independently with AI-powered tools:
| Product | What It Does | Price |
|---|---|---|
| AI Content Generator | Upload CSV → product descriptions in 17 languages | €99–149/month |
| Marketplace Copilot | AI assistant for Amazon/eBay listing optimization | €149–249/month |
| AI Audit on Demand | Automated operations diagnostic + action plan | €499 one-time |
We don’t say “AI is great.” We say: “AI saved you €127,400 this quarter. Here’s the proof, by department.”
Every quarter, we produce a verified report proving the actual financial impact of our automation work. Not estimates. Not projections. Real numbers from your own operations, compared to baseline, broken down by department.
We automated our own operation first. Across 117 websites and 1.21M SKUs, AI-powered content generation reduced product description time from 20–45 minutes per SKU to under 30 seconds — a 98% reduction in IT content production hours. That’s the same methodology we deploy for our clients.
We use a conservative, controlled comparison model to isolate AI impact. When in doubt, we attribute less to AI, not more.
Baseline time tracking per task before automation vs. after deployment
Measure actual volume processed and cost per unit before and after
Automated departments vs. non-automated within the same organization
We under-attribute to AI rather than over-promise on savings
Every number is reviewed and signed off by your team before reporting
Full financial year impact analysis by department, Total Cost of Ownership vs. manual processes, competitive benchmarking against industry automation adoption, strategic recommendations for expanding automation, and updated savings projection for the coming 12 months.
Transparent pricing at every phase. No surprises. Every phase stands on its own — proceed only when you see value.
| Phase | Deliverable | Enterprise (200+ FTE) | Mid-Market (50–200) | SME (<50) |
|---|---|---|---|---|
| 1. Discover | AI Overhead Map | Free | Free (qualified) | €990 |
| 2. Diagnose | AI Operations Report + Savings | €14,990 | €7,490 | €2,490 |
| 3. Deploy | Live automation (per track) | €35–75K | €15–35K | €3,990–6,990 |
| 4. Scale | Ongoing operations | €8K+/month | €2.5–5K/month | €99–249/month |
| 5. Audit | Quarterly Margin Report | Included | Included | €499/quarter |
AI Operations Workshop (free) — AI Overhead Map delivered
AI Operations Audit (€14,990) — Full diagnostic, savings projection, go/no-go decision
Deploy IT track — Data & content automation live
First quarterly audit — Verified margin increase from IT automation
Deploy QC + Marketing tracks — Quality and content automation live
Second quarterly audit — Cumulative margin increase across 3 departments
Deploy Finance + Supply Chain tracks — Full operations coverage
Annual deep audit — Full year margin increase verified across all 5 departments
Monthly retainer — Continuous optimization, quarterly audits, expanding automation
We don’t just know AI. We know your operations, your overhead, and your margin levers.
1.21M structured SKUs, 117 live websites, 17 languages. We’ve been doing the work your teams do — we know where the time goes.
We don’t hand you a tool and walk away. Our team works alongside yours, building the automation into your actual workflows.
Dr. Rebbouh’s physics-based prediction algorithms — originally developed for energy markets — adapted for retail demand, pricing, and forecasting.
We manage the same operations we automate. If our AI doesn’t perform, we see it in our own metrics before you do.
Phase 5 is the difference. Every quarter we measure and prove the actual margin increase. No other AI vendor does this.
IT, QC, Marketing, Finance, Supply Chain — a structured framework that covers every labor-intensive function, not just one tool for one problem.