01Software
Software & Platforms
Software that ships to production. And stays there.
- Software product development
- Prototypes & MVPs
- Cloud migration & platforms
- Legacy system modernization
JX—2026 · v.02 · HomepageLive
Start&Go is the tech engine of the Join Business Management Consulting Group — building the software, AI and data platforms that put strategy into production. Italian rigour, ships globally.
4
Verticals — SW · AI · Data
100+
Projects delivered on time
5+
Operational offices
2M€
Founded inside Join Group
[ 01 / Practice ]
Four practices. One logic.
We don't sell hours: we sell outcomes against a defined scope, with a senior owner accountable end-to-end. Four practices, one logic — Join × Software, AI, Data and your team's skills — to multiply your X.
02AI
AI & Agents
AI in production, not in a demo.
- Chatbots & AI agents
- Applied machine learning
03Dati
Data & Governance
Numbers that hold up in the boardroom.
- Data platforms
- Analytics & dashboards
- Data & AI governance
04Team
Team & Skills
Senior people, not rented heads.
- Team augmentation
- Technical training
- Knowledge transfer
[ 02 / Services ]
Solutions, from problem to outcome.
We work from prototypes to complex ecosystems. Data, AI and Cloud are our bread and butter.
- 01SW
Software product development
A product in production that scales with your business instead of holding it back — built by an end-to-end squad (design, frontend, backend, QA) under your owners, from zero to scale.
- 02SW
Prototypes & MVPs
Validate the idea with real users in a few weeks, before committing the full budget — a working prototype or MVP that proves your X in the field, not on a slide.
- 03SW
Cloud migration & platforms
A cloud platform your team ships to production and governs without depending on us — reference architecture on AWS, Azure or GCP, with landing zone, infrastructure-as-code and observability included.
- 04SW
Legacy system modernization
Break out of the monolith that holds the business back without stopping it for a day — incremental migration with a measurable cutover, not a big-bang that puts continuity at risk.
- 05AI
Chatbots & AI agents
Assistants and agents that answer on your data and take repetitive tasks off people, staying reliable under real load — with evals, guardrails and human oversight keeping them under control in production.
- 06AI
Applied machine learning
Sharper, cheaper decisions on forecasting, anomalies and optimization, with measurable value on the bottom line — models chosen to run in production, not to impress on a slide.
- 07DATI
Data platforms
Unify scattered data into a single reliable source to run analytics and AI on, without being held hostage by the vendor — lakehouse, warehouse or streaming chosen for your case (Snowflake, Databricks, BigQuery, Iceberg).
- 08DATI
Analytics & dashboards
Your executives look at the same numbers and use them to decide, from data to decision — metrics defined once and governed, with a semantic layer that prevents diverging versions.
- 09DATI
Data & AI governance
Ship data and models to production with legal, security and the board at ease and audit-ready — EU AI Act compliance, risk policies, evaluation pipelines and model cards.
- 10TEAM
Team augmentation
A senior squad inside your team speeds up the roadmap without slowing you down — at your pace and under your owners, leaving skills that stay when we go.
- 11TEAM
Technical training
Your teams come out able to build on their own across software, AI and data — hands-on paths on your stack and your real problems, not conference slides.
- 12TEAM
Knowledge transfer
When the project ends your team ships to production without us — documentation, pairing and a measurable handover, until autonomy is a fact and not a promise.
AnthropicPartner
MCP ✦ Context Engineering ✦ AI Agents ✦ Knowledge Systems ✦ Agent Orchestration ✦ Multi-Agent Systems ✦ Memory Systems ✦ Prompt Engineering ✦ LLMOps ✦ MCP ✦ Context Engineering ✦ AI Agents ✦ Knowledge Systems ✦ Agent Orchestration ✦ Multi-Agent Systems ✦ Memory Systems ✦ Prompt Engineering ✦ LLMOps ✦
[ 04 / Portfolio ]Where Join × X
Where Join × X
actually happened.
From our 100+ projects we've curated a portfolio of cross-cutting expertise across software, AI and data — delivered with end-to-end accountability. Outcomes, not screenshots of decks.
Filter
SamnEat
Local food-delivery marketplace
A food delivery and local commerce app for Valle Telesina, with customer app, admin panel, merchant management and real-time rider tracking.
20K+
Active users
100+
Merchants onboarded
YGT
IoT solution for tracking products across the full lifecycle
From production to delivery to the final customer, with carbon-impact measurement, integration with SAP and classic tracking systems, RFID tags and European Digital Product Passport readiness for green, low-carbon products.
100%
Production cycle tracked
GS1
Standard compliance
Framework Agenti FE Storybook
Component library for agentic frontends
Next.js web application with customized shadcn/ui components for interfacing with configurable LLM flows and ChatGPT-style question-answer chats.
21
Agentic UI components
25+
Storybook stories
AI Network Assistance Project
AI chatbot for helpdesk operator support
Internal AI assistant and AI widget for BPPB branch operators: it answers operational questions, guides procedures and continuously learns from real tickets and official manuals.
WIP
Knowledge in validation
−40%
Ticket creation
BandiAI
Intelligent pipeline for subsidized-finance tenders
Automated scraping and analysis system for Italian public tenders, with structured extraction from official documents and scoring of eligible companies.
200+
Tenders monitored
<3s
Extraction per document
SalesForce Documentation
Agentic remediation of SalesForce knowledge
Optimization of the Salesforce Knowledge Base through review, reorganization and intelligent categorization of company content. Development of an AI Agent for user support, able to provide immediate contextual answers based on company knowledge.
400+
Pages analyzed and rewritten
−70%
Search time
WFM
Call-center shift seasonality analysis
Web application for analyzing shift seasonality and supporting correct vacation-plan management for employees of an internal call center at a leading insurance company.
1000
Managed users
365
Plannable days
CIX Customer Intelligence Platform
Customer intelligence for insurance marketing
Big Data platform for an insurance group: creation of a single customer view, active customer monitoring for strategic decisions and targeted sales campaigns, increasing cross selling on the existing customer base.
360°
Customer view
+15%
Cross selling
DIL
CRM integration with internal systems
Integration platform connecting CRMs (Novigo, Team System) to the internal data ecosystem: it receives personal and company records, agents, employees and cases, aligns them to a shared model and makes them available through the Data Backbone. Secure flows, traced calls and historical republishing when updates occur across MCC, Holding and CCA channels.
2
Connected CRMs
4
Data domains synced
3
Operating channels
Social Intelligence Engine
Social analytics for data intelligence on creators and campaigns
Independent analytics platform for a social network built on scraping and APIs: continuous time-series monitoring of profiles and engagement metrics, producing data intelligence to guide investment decisions on creators and campaigns.
1K+
Profiles monitored
50M+
Data points collected
Digital Document Folder
End-to-end mortgage case digitization
Web application for digitizing mortgage cases end to end, reducing case lifetime by 30% and optimizing operator work with fewer manual errors and missing-information loops.
+20%
Cases managed
−95%
Error rework loops
Pricing Engine Mutui
Mortgage pricing engine
For a leading platform comparing financial, insurance and energy products: registration and amortization-plan calculation across 400+ products, plans by bank, channel and product type, best-product suggestions and calculation times under 1.5s.
400+
Products calculated
−70%
Calculation time
Real projects · real metrics · real tech stacksStart your case
[ 05 / Manifesto ]
Technology is not a deliverable.
It is the operating system of a modern business — and most companies are running on yesterday's. We join strategy and engineering in the same room, on the same day, with the same accountability.
[ 06 / Approach ]Four phases.
Four phases.
One accountable team.
No layered subcontracting, no theatre. The senior who scopes the work is the same one who signs off on production.
Understand
A working discussion with the client to clarify needs and constraints, identify value points and shape concrete implementation scenarios.
Architect
A reference architecture, a delivery plan, and a written contract on the outcomes we will own. No deck-ware.
Build
Complete cross-functional teams. Short timelines, thorough testing and working software in your environment within the agreed schedule.
Operate
We don't disappear at go-live. Managed services, on-call rotations, evolution roadmaps — until your team is self-sufficient.
[ 07 / The Group ]Strategy and
Strategy and
engineering, under one roof.
The Join Group brings together a management consulting practice and a tech arm under the Oakley Capital umbrella since May 2025. Clients work with one relationship owner and a fluid team drawn from across the group.
Oakley Capital
Investment group
Join Business MC
Management consulting
● HERE
Start&Go
Software · AI · Data
[ 08 / Contact ]Let's talk.
Let's talk.
Then Start&Go.
Tell us about a problem you've been carrying for a quarter too long. We come back within 48 hours with a senior on the line — not a form letter.