∂i~ƒ | data intelligence factory

di~factory

Data Intelligence Factory

Crafting AI Models for Your Business Needs

Fixed time. Fixed budget. You own everything.

The Wave Is Already Here

AI is transforming every industry. México cannot afford to watch from the sidelines.

  • Global AI spend will reach $632B by 2028 — more than double 2024 levels (IDC, 2024)
  • 88% of organizations now use AI in at least one business function, up from 55% just two years ago (McKinsey, 2025)
  • México's AI applications market grew 4.5× in one year — $98M to $450M — yet still a fraction of global spend (Lenovo / IDC, 2025)

This isn't a future trend. It's a current gap — and it's closing fast.

The Problem: MX's AI Gap

  • ~4.9M SMEs in México — 99.8% of businesses, 72% of employment (INEGI)
  • Adoption remains fragmented — most lack a data foundation, let alone deployed models
  • Barriers: cost, timeline uncertainty, no CTO, no data team, unclear ROI
  • Big consulting starts at $50K+ for a single POC
  • Freelancers are cheap — and unreliable

Result: paralysis, or a $200K pilot that never ships.

The Solution

An AI/ML factory built for México. Humans + agents. Fixed time. Fixed budget. You own everything.

Four pillars:

  1. ⏱️ Fixed Time — 1 sprint = 4 weeks
  2. 💰 Fixed Budget — no surprises, ever
  3. 🔑 Full Ownership — you own the code, the models, the data, the IP
  4. 🤖 Agentic Leverage — AI agents multiply what a small team can deliver

Best of Two Worlds

Layer Brings
👤 Human Consultants Business, Data, ML, Software & Agentic Engineers — judgment, creativity, experience
🤖 AI Agents Subject-matter depth in every field — speed, consistency, 24/7 availability
🏗️ Technology Platform Unified Data Pipeline, MCP servers, cloud-native infra

Humans decide. Agents execute. The platform never sleeps.

What We Do: 7 Service Lines

Service What Timeline
Agentic Transformation AI agents alongside your team (Dev/Ops/Desk cells) 4 weeks
PyME Solutions 6 productized agents for SMBs 2–4 weeks
MVP Development First shippable digital product 4 weeks
ML Models Prediction, churn, scoring, fraud, automation 2–4 weeks
Business Consulting IDEA → validated Business Plan (8 phases) 4 weeks
OPC Startup One-person company with AI C-suite Phased
VC Partnership Technical de-risking for portfolios 4 weeks/level

Deep Dive: ML + MVP + Consulting

🧠 ML Models

  • Predict, automate, generate
  • Delivered in 2–4 weeks — you own the model

🚀 MVP Development

  • Idea to working product in 4 weeks
  • Django / PostgreSQL / Bootstrap — production-ready

📋 Business Consulting

  • 8-phase methodology: IDEA → validated Business Plan
  • Market sizing + financial projections included

Deep Dive: Agentic + PyME + OPC

🔁 Agentic Transformation

  • Dev Cell, Ops Cell, Service Desk Cell
  • AI agents working alongside your existing team

🏪 PyME Solutions

  • 6 productized agents: Sales, Inventory, Customer, Pricing, Marketing, Finance
  • Entry-level pricing, fixed budget

🧑‍💼 OPC Startup

  • Validated plan + MVP → a running one-person company
  • 3 AI C-suite agents included

8 Industries We Serve

  • 🏦 Banking — credit scoring, fraud detection
  • 🏥 Healthcare — AI diagnostics, patient management
  • 🛡️ Insurance — claims automation, underwriting models
  • 💰 Fintech — payment processing, robo-advisory
  • 🛒 Retail — demand forecasting, personalization
  • 🏭 Manufacturing — predictive maintenance, quality control
  • 🏠 Real Estate — property valuation, market analysis
  • 🎓 Education — learning analytics, student success prediction

How We Deliver: The Factory Model

  1. Discovery call (60 min) → scope, timeline, price locked
  2. Sprint kickoff → agile-scrum, weekly check-ins
  3. Build → human engineers + AI agents, parallel workstreams
  4. Deliver → code, models, docs, full IP transfer
  5. Knowledge transfer → your team flies solo

Every engagement follows this pipeline. No exceptions. No "it depends."

Why Us

di~factory Big Consultancy Freelancer In-House
Fixed price ✅ ❌ ⚠️ ❌
Fixed time ✅ ❌ ❌ ❌
Speed to first value 2–4 weeks 6+ months Variable 6–12 months
Full ownership ✅ ⚠️ ✅ ✅
No licenses/fees ✅ ❌ ✅ ⚠️
MX market fluency ✅ ⚠️ ❌ ⚠️
ML+MVP+Consulting ✅ ✅ ❌ ❌
Agentic-native ✅ ❌ ❌ ❌

Proof of Capability

We run on the same tech we sell.

  • Growgy runs our growth. Opsy runs our ops. Teky runs our tech.
  • Three AI C-level agents, each with specialized sub-agents — one human CEO, one live company.
  • 8 industry-specific presentation decks at di-factory.biz/presentations/ — one for each vertical we serve
  • Full-stack delivery: business + data + ML + software + agentic engineering

If it works for us, it will work for you.

For VCs & Portfolio Partners

  • Technical due diligence on prospective investments
  • MVP acceleration for pre-seed and seed portfolios
  • Agentic org build-out — like di-factory itself
  • 3 partnership levels: Consulting → MVP → Agentic Organization
  • Fixed 4-week sprints per level

We become your portfolio's technical partner — on demand, at fixed cost.

Let's Build Something

30-minute discovery call.

We tell you within 60 minutes if we can build it, how long it takes, and what it costs.

No obligation. No NDA needed.

📧 jag.pascoe@di-factory.biz 🌐 di-factory.biz

di~factory | Data Intelligence Factory

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