We implement solutions that generate measurable results

Imagine.Build.Deliver

We diagnose your operation, identify where AI creates real impact, and build and implement the solution end to end

What we do

We transform operations,
not just implement technology

We combine strategy, processes, data and development to build solutions that improve how your company operates and makes decisions

  • Discovery
  • Feasibility
  • ROI model

Strategy & Roadmap

We pressure-test your idea, map the highest-leverage use cases, and deliver a phased plan with measurable ROI.

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  • MCP
  • APIs
  • Integrations

Integration & Orchestration

We connect systems, data, and tools so information flows across platforms and intelligence reaches where it creates impact.

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  • IoT
  • Telemetry
  • Monitoring

Connected Operations

We integrate sensors, devices, and operational systems to capture real-time information and turn it into actionable decisions.

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  • OCR
  • IDP
  • Data extraction

Intelligent Document Processing

We extract and structure data from invoices, contracts, and forms: no manual entry, no rigid templates.

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  • Agents
  • Tooling
  • Orchestration

Agents & Automation

Multi-step agents that reason, use tools, and orchestrate your existing systems end-to-end.

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  • Pipelines
  • Evals
  • Observability

Data & MLOps

Pipelines, evaluation harnesses, and observability so models stay trustworthy in production.

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  • Forecasting
  • BI
  • Dashboards

Analytics & Forecasting

Predictive models and dashboards that turn raw data into decisions your team can act on.

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  • Red-team
  • Policy
  • Compliance

Responsible AI & Governance

Policy, red-teaming, and compliance frameworks so you can ship with confidence.

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How we work

A process designed to deliver results, not just prototypes

Every stage has clear objectives, concrete deliverables and defined metrics, so you always know where you stand and what's next

  1. 1

    Discover

    We understand your operation, data and workflows, and identify the 1-2 highest-ROI bets.

    ROI roadmap
  2. 2

    Design

    We project a shared vision of the solution so development moves forward with clear objectives, priorities and success criteria.

    Solution design
  3. 3

    Build

    We build iterative sprints with weekly demos. You see the system improving against real data, in real time.

    Working version in 30 days
  4. 4

    Deploy

    We integrate the solution into your operation, with complete visibility and knowledge transfer so your team can manage it independently.

    Production system
  5. 5

    Evolve

    We measure results, identify opportunities and evolve the solution so it keeps generating value as your business grows.

    Continuous improvement

Global reach

In production anywhere in the world

Clients and teams across markets and time zones. The same closeness and the same flow, wherever the map takes us

Industries where we've already delivered results

  • Fintech & Banking
  • Real Estate & Construction
  • Legal
  • Compliance & Integrity
  • Energy · Oil & Gas
  • Logistics
  • Retail
  • Healthcare
  • EdTech
  • AgriTech
  • FoodTech
  • Travel
  • Aeronautics
  • Government

Real cases

Real cases, in production, with real numbers

Explore how we went from the right opportunity to a measurable result

CitizenshipItalia

Virtudoc

From idea to a SaaS for Italian citizenship.

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Aviation · Operations managementEstados Unidos

Smartowl Hub

From scattered paperwork to an entire flight operation in one place.

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Inspections and assets · Fleet managementArgentina

TerraView

From reading reports by hand to deciding what to maintain with an executive dashboard.

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SaaS PlatformBrasil

NFSevolution

From manual tax invoicing to a fully digital flow.

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Web Traceability PlatformArgentina

ArpaTrack

From manual, scattered coordination to real-time traceability.

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FintechChile

Koywe

Multi-currency payments, in seconds, from any physical store.

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Document analysisArgentina

Lourdox

Automated document reading, even handwritten.

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SustainabilityChile

Ecoterra

From sustainability as a claim to traceability as a product.

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Real EstateArgentina

AiTenea

Appraisal analysis: from 1 month to real time.

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Surveys AppArgentina

Choice App

From scattered forms to agile surveys, all in one app.

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CitizenshipItalia

Virtudoc

From idea to a SaaS for Italian citizenship.

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Aviation · Operations managementEstados Unidos

Smartowl Hub

From scattered paperwork to an entire flight operation in one place.

Learn more

Kick-off

Tell us what your
challenge is

A 30-minute conversation to understand your situation and tell you straight whether we can help

hola@friwi.co