Data / BI −94% tiempo de consulta
D4ta Oracle
Inventory chat-to-SQL
Ask your warehouse in plain language. Get the exact figure in seconds — no Excel. RAG + Text-to-SQL sobre PostgreSQL con fine-tuning en tu catálogo y permisos por rol.
We do not sell technology. We sell hours recovered.
Ask your warehouse. Get the exact figure in seconds — not three Excel sheets. D4ta Oracle: RAG + Text-to-SQL on your PostgreSQL, deployed on your infra — on-prem or cloud.
One team builds the system. The other opens the market you need to reach. No consultancies billing by the hour without delivering. Symfony + FastAPI + PostgreSQL + LangChain. Event-driven, on-prem or cloud — your data, your server.
+200h/mo recovered Pilot in 10 days ROI documented in € 10 products, 7 disciplines
● hours recovered Live
💰
Inefficiency Calculator
Adjust values for your operation
Annual cost of inefficiency
/year in manual processes and errors
With D4ta
Net savings
01 — The real cost
Every manual hour shows up on the invoice
We do not sell fear. We sell the line already on your P&L that nobody has quantified.
7
data sources
Nobody knows the real figure
ERP, four Excels, two emails and a post-it. Every department has its own version of the truth.
3h
/day per employee
Hours copy-pasting
Your team moves data between systems that do not talk. That shows up on payroll every month.
€52K
/year in errors
4% picking error rate
A stock error is not a bad spreadsheet — it is margin lost to returns.
10 days
to pilot
Consultancies take months
No months of discovery. A scoped pilot with your data and a figure in € before you scale.
0
To pilot with your data
0
Free initial audit
0
D4ta products
0
Monthly recovery target
We integrate with your current stack
SAP Sage Holded A3 Salesforce HubSpot PostgreSQL MySQL API REST SAP Sage Holded A3 Salesforce HubSpot PostgreSQL MySQL API REST
How we work
02 — How we work
Engineering + market
One team builds the system. The other opens the market you need to reach. No PowerPoint synergies.
⚡
Data Engineering
- Production data pipelines
- Applied RAG and Text-to-SQL
- APIs with clear contracts
- CI/CD on your infrastructure
- Zero-trust security
🌐
International Strategy
- EU market entry
- ROI with a figure in €
- International commercial strategy
- Pricing and margins by country
- Digital due diligence
03 — Finder
What hurts most?
Pick your main operational pain. We recommend the D4ta product that fits — with a measurable outcome.
Recommended product
03 — Demos
Try it with your data
Three live products. No signup. No slide deck — just the interface working.
D4ta Oracle — demo · 12,847 SKUs
D4ta Signal
— ROI by marketorders today
Orders processed
Error rate (↓)
Savings this month
04 — Products
Ten products, one dial
Each category has a fixed spectrum colour. No product gradients — only measurable outcomes.
Data / BI ROI por mercado en €
D4ta Signal
Cross ad spend with real sales and see which markets multiply every euro. Pipeline de atribución multi-canal + modelos de elasticidad por región y SKU.
View Signal → Trade 12× más cotizaciones/día
D4ta Trade
Frictionless export quotes: local-language PDFs, duties and taxes calculated instantly. API REST + motor fiscal por país + generación PDF server-side con incoterms.
View Trade → RegTech 0 sanciones evitables
D4ta Audit
Cross-check internal manuals against current regulation and flag every gap in detail. NLP + knowledge graph de normativas (REACH, CE, ISO) con alertas proactivas.
LegalTech Riesgo detectado pre-firma
D4ta Shield
Scan contract drafts and flag risky clauses before sales signs. Clasificación de cláusulas + scoring de riesgo con referencias a jurisprudencia indexada.
FinTech −87% tiempo de cierre
D4ta Reconcile
Match bank lines with open invoices. Month-end close in minutes, not days. Matching engine multi-criterio + OCR de facturas + integración bancaria PSD2.
Trade −23% coste de inventario
D4ta Compass
Monitor live FX and tariffs and alert you to the best time to order. Time series + feeds de FX/arancelarios + reglas de reorden por proveedor.
Ops −3h/día en soporte planta
D4ta Assist
Resolve machine error codes citing the exact manual page — from your phone. RAG móvil sobre manuales técnicos + trazabilidad de respuesta a fuente.
Market Intel Intel en tiempo real
D4ta Radar
Daily scraping of competitor prices and reviews, summarized with sentiment analysis. Web scraping ético + NLP sentiment + dashboards en tiempo real.
HR Tech −30% carga admin RRHH
D4ta Onboard
New hires manage documents and questions without flooding HR. Portal self-service + flujos documentales + chatbot sobre políticas internas.
Why we are different
D4ta vs traditional consultancy
We do not compete on consultancy hours. We compete on hours recovered on your P&L.
D4ta
Typical consultancy
Time to first results
10 days
3-6 months
Initial deliverable
Scoped pilot with your data
PowerPoint document
Pricing model
By outcome / proven ROI
Per hour / consultant day
Team
2 senior hands-on founders
Juniors rotating monthly
Return
Quantified savings in € from day 1
Slide decks without figures
Stack
Symfony + FastAPI + PostgreSQL
WordPress / Excel
05 — Method
The process anti-consultancy
Speed and pragmatism. No 6-month projects that end in a drawer.
Diagnosis
Free audit of your costliest process
Pilot
Scoped MVP with your data and a figure in €
Deploy
Integration with your current systems
Monitor
ROI dashboards and automatic alerts
Scale
New modules and geographic expansion
🔍
30 min
Diagnosis
Free audit of your costliest process
⚡
10 days
Pilot
Scoped MVP with your data and a figure in €
🚀
2 weeks
Deploy
Integration with your current systems
📊
Ongoing
Monitor
ROI dashboards and automatic alerts
🌍
Quarterly
Scale
New modules and geographic expansion
"We do not run 6-month projects that end in a drawer. In 10 days you have a pilot with your real data and numbers that show how much you will save."
A figure in € before you scale. No slide decks. No made-up metrics.
06 — Team
The bridge between building and selling
Two complementary profiles. One goal: hours recovered on your P&L.
07 — Resources
Knowledge that drives business
Articles that tackle your sector's real problems. No filler.
Technology
Text-to-SQL in production: 5 errors that kill accuracy
Engineering lessons from deploying natural language queries on PostgreSQL. What we learned building D4ta Oracle.
20 May 2025 · 10 min
Read article → Finance
What a manual month-end close really costs
Beyond finance hours: the hidden cost of manually reconciling bank, invoices, and payments in €2-50M companies.
2 April 2025 · 8 min
Read article → Strategy
The 5 processes every industrial company should automate before 2025
A practical guide for operations directors: identify and prioritize the manual processes that cost you the most money.
10 March 2025 · 6 min
Read article →Objections answered
Questions you are already asking
Full transparency. No fine print.
Diagnosis
30 minutes. One number in €. No slide deck.
We do not sell technology. We sell hours recovered. Tell us which process steals the most hours and we will recommend the right D4ta product — with an estimated figure.