01 What it includes
We develop intelligent dashboards, web applications and AI-powered internal portals. We connect your current systems (CRM, ERP, databases) without replacing what works, adding AI capabilities where they generate the most value.
02 How we do it
- Current systems and integration points assessment
- Dashboard or application design with embedded AI
- Iterative development with user validation
- Deployment and adoption training
03 Concrete benefits
- All AI integrated where your team already works
- Real-time dashboards with automatic insights
- Custom web applications without replacing current systems
04 Real example
A retail company developed an operations dashboard integrating sales, inventory and staffing in real time, with an AI assistant answering natural language queries about each store's performance.
Frequently asked questions
Integration with Existing Systems
- What kind of integrations and applications do you build?
- We connect models and agents to existing systems through APIs, and build the interfaces that are missing: executive dashboards, internal web applications, capture forms and scheduled automations that move information between tools.
- Can you integrate with legacy systems that have no modern API?
- Yes, though it takes more work. When a system exposes no modern interface we use intermediate connectors, controlled database reads or UI automation, always taking care not to alter the logic of the source system.
- Who maintains the integration after handover?
- Your team can, or we can. We hand over the code, documentation of the connections and monitoring alerts. Many clients start with our support and take over maintenance as the internal team gains confidence.
- How do you stop an integration from failing silently?
- Every connection has availability monitoring, error logging and retries with progressive backoff. When something fails persistently the responsible person is notified rather than letting it pile up quietly. A system that fails silently is worse than one that does not exist.
Other services
- AI Opportunity Diagnosis We map your processes, identify where time is lost and detect concrete opportunities where artificial intelligence can generate savings, efficiency or new capabilities.
- Internal AI Agents We design and deploy internal chatbots and autonomous agents that work with your company documents, policies, manuals and knowledge bases. They integrate with Slack, Teams, WhatsApp and email. A support agent can process hundreds of daily requests and resolve up to 60% without human intervention. Available 24/7.
- Executive Workshop Working sessions with leaders and key teams to align expectations, understand constraints and define success criteria before any development begins.
- Training & Adoption We train your teams to use AI in a practical and secure way. We offer workshops for product and engineering teams on using AI in development workflows: code assistants, AI-powered code review, test generation and SPEC-driven development as a working methodology. We support adoption, measure results and scale what works.
- Strategy & Roadmap We prioritize use cases by potential impact, return on investment, technical feasibility, risks and effort. The result is a clear roadmap with timelines, resources and expected outcomes that scale with your operations.
- Document automation and normalization We normalize PDF and scanned documents and process information from emails, contracts, forms, invoices and reports. We extract and structure the relevant fields, validate against your systems of record and keep every value linked to its source document.
- Data & Process Foundations We prepare the technical groundwork: data quality, source integration, information cleanup and architecture so AI runs on reliable information.
Shall we talk about your case?
In a first conversation we review your operation and tell you plainly what can be automated and what cannot, yet.