- 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.
See all capabilitiesWe 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 doWe transform operations,
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
- MCP
- APIs
- Integrations
Integration & Orchestration
We connect systems, data, and tools so information flows across platforms and intelligence reaches where it creates impact.
See all capabilities- IoT
- Telemetry
- Monitoring
Connected Operations
We integrate sensors, devices, and operational systems to capture real-time information and turn it into actionable decisions.
See all capabilities- OCR
- IDP
- Data extraction
Intelligent Document Processing
We extract and structure data from invoices, contracts, and forms — no manual entry, no rigid templates.
See all capabilities- Agents
- Tooling
- Orchestration
Agents & Automation
Multi-step agents that reason, use tools, and orchestrate your existing systems end-to-end.
See all capabilities- Pipelines
- Evals
- Observability
Data & MLOps
Pipelines, evaluation harnesses, and observability so models stay trustworthy in production.
See all capabilities- Forecasting
- BI
- Dashboards
Analytics & Forecasting
Predictive models and dashboards that turn raw data into decisions your team can act on.
See all capabilities- Red-team
- Policy
- Compliance
Responsible AI & Governance
Policy, red-teaming, and compliance frameworks so you can ship with confidence.
See all capabilitiesHow 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
Discover
We understand your operation, data and workflows, and identify the 1-2 highest-ROI bets.
ROI roadmap - 2
Design
We project a shared vision of the solution so development moves forward with clear objectives, priorities and success criteria.
Solution design - 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
Deploy
We integrate the solution into your operation, with complete visibility and knowledge transfer so your team can manage it independently.
Production system - 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
SaaS Platform
NFSevolution
In Brazil's healthcare ecosystem, thousands of independent professionals must issue tax receipts for the services they provide.
Real Estate
AiTenea
Appraisal analysis: from 1 month to real time.
Energy · Oil & Gas
Terraview
Infrastructure that went from reactive to predictive.
Document analysis
Lourdox
Automated document reading, even handwritten.
Web Traceability Platform
ArpaTrack
International trade involves the coordination of multiple stakeholders, documents, and critical timelines.
Citizenship
Virtudoc
From idea to a SaaS for Italian citizenship.
Surveys App
Choice App
Choice is an innovative mobile application developed by FriWi to enable individual users and businesses to create, distribute, and participate in surveys efficiently.
Sustainability
Ecoterra
ECOTERRA, a company committed to sustainability and transparency, partnered with FriWi to develop innovative solutions that strengthen its value chain.
Payment App
Koywe
Multicurrency payments, in seconds, from any physical store.
SaaS Platform
NFSevolution
In Brazil's healthcare ecosystem, thousands of independent professionals must issue tax receipts for the services they provide.
Real Estate
AiTenea
Appraisal analysis: from 1 month to real time.