Human-scale technology adoption

Data science & technology for everyone tailored to specific needs

Services

Clear services, from software to hardware

Support for people, founders, small teams, and local businesses—designed to ship and stay maintainable.

01 · Budget guide

See what we can ship

Adjust the axes to align investment with your revenue and the complexity of the work.

Revenue-aligned guide

1% of annual revenue sets the baseline. Each service lane adds complexity multipliers.

€1k €200k

Revenue

CLP$10.000.000

1% baseline

CLP$100.000

Drag to set yearly revenue. Pick a lane to apply complexity multipliers.

Select the lane that matches the scope

Selected lane

Web prototypes

One-page sites and concept demos to test quickly.

CLP$0

Revenue × 1% × 1.0 = CLP$0

    Formula: annual revenue × 1% base × complexity multiplier. CLP estimates use €1 ≈ CLP$1.000.

    02 · Products

    Ready-to-run kits

    Pre-scoped packages you can start this week. Each includes documentation, handoff, and async support.

    03 · Service barter

    Service barter

    If cash is tight but you can offer value, we can sometimes trade services.

    What I can trade

    Small builds and improvements: websites, local tools, automation, analytics, or smart-home setup.

    Time-boxed · scoped

    What you can trade

    Design, copy, marketing, media, repairs, local services—tell me what you can offer.

    Mutual value

    How it works

    We agree scope, deliverables, and timeline up front. Case-by-case.

    Clear agreement

    04 · Upcycling Lab

    Tech upcycling & reuse

    Give old or broken devices a second life—repair, adapt, and pair them with practical software.

    Device triage

    Audits of laptops, phones, sensors, and controllers to decide what to salvage or recombine.

    Diagnostics first

    Adaptive rebuilds

    Swap components, flash clean firmware, and pair with lightweight software so gear becomes useful again.

    Hardware + software

    Circular maintenance

    Documentation, parts lists, and care schedules so the refurbished setup keeps running.

    Care plan

    Packages from €250 + parts.

    If you're early-stage, tell me your constraints. We'll scope something real.

    Principles

    High-tech, but grounded

    The point isn't to add complexity - it's to create leverage you can sustain.

    Ownership

    Your data, your IP, your model choices.

    Clarity

    Systems your team understands and can evolve.

    Transfer

    Training and runbooks so you're not dependent.

    Where I can help

    Tailored AI, built for your context

    We focus on the few workflows that matter, and build them with strong foundations.

    Knowledge systems

    Retrieval that respects your sources, your permissions, and your internal language.

    Search · synthesis · traceability

    Operations automation

    Reduce repetitive work with safe, observable automation.

    Workflows · checks · audit trail

    Product copilots

    Add AI to your product without compromising reliability or user trust.

    UX · evaluation · governance

    Method

    Clarity, then craft

    01

    Immersion

    Understand the real workflow, incentives, and constraints.

    02

    Architecture Sprint

    Define the AI layer: data, tools, evaluation, and governance.

    03

    Pilot

    Ship one workflow end-to-end and measure what actually changes.

    04

    Transfer

    Training, documentation, and co-ownership so your team can run it.

    Contact

    Let's talk

    Tell me what you're building, what's hard right now, and what kind of ownership you want. I'll reply with a short proposal for next steps.

    Reply within 48h with next steps and a lightweight scope proposal.

    Prefer email? Send context, constraints, and timelines to hi@whitebox.cl and I'll reply with next steps.

    Include links, docs, or anything that helps me understand where you're at.