TUTTOTONDO · Global Start Up Program 2026 · Singapore
Private AI for traceable financial knowledge
EdgeRAG turns enterprise documents into a searchable, auditable knowledge layer on customer-controlled infrastructure.
From fragmented repositories to explainable decisions
EdgeRAG is the private AI platform developed by TUTTOTONDO for edge deployment on customer-controlled infrastructure. We designed it to transform complex document repositories into a searchable and traceable knowledge layer while keeping sensitive data within the organization’s environment and reducing dependence on public-cloud AI services.
Designed for regulated contexts, it supports compliance, KYC/AML, underwriting, audit and financial analysis through explainable answers, verifiable sources and reconstructable evidence paths.
Beyond similarity-based retrieval
With EdgeRAG, we go beyond Edge AI and conventional semantic RAG. The platform does more than retrieve semantically similar text fragments: it reconstructs financial knowledge through abstraction, logical relationships, provenance and source authority.
KYC and AML records, contracts, insurance claims, transactions and policies are connected into auditable evidence networks. Every item retains its relationship with the original source, making it possible to understand both an answer and the logical and documentary path that supports it.
Private AI on customer-controlled infrastructure
We placed local processing at the core of the EdgeRAG architecture. Sensitive repositories and documents remain on infrastructure selected and controlled by the customer, making the platform suitable for organizations that require stronger data control, process traceability and reduced exposure to external services.
The local processing pipeline and evidence architecture have already been implemented and validated on large real-world enterprise repositories.
Applications across critical workflows
- Regulatory compliance
- KYC and AML
- Risk assessment and underwriting
- Audit and evidence reconstruction
- Contracts, transactions, policies and claims
- Explainable decision support
From technology integration to connected knowledge
TUTTOTONDO’s evolution moves from integrating technologies to connecting knowledge. With EdgeRAG, we connect financial repositories through logical relationships and source hierarchies, creating a coherent information foundation even when the original content is distributed across different systems, formats and documents.
Our approach moves beyond similarity-led retrieval toward deterministic evidence networks designed to support explainable and verifiable decisions.
Understand context
Interpret meaning, document roles and source authority rather than matching isolated passages.
Connect evidence
Link entities, policies, transactions and claims into logical, auditable networks.
Explain outcomes
Return the evidence path behind each answer so specialists can verify the result.
Technology maturity
EdgeRAG has progressed from concept to prototype. We have implemented repository-aware reasoning, the evidence architecture and the local processing pipeline. The technology is transitioning from advanced TRL 5 to TRL 6 across two active enterprise deployments.
Performance figures refer to our internal test configuration and will be accompanied by the relevant benchmark methodology before broader promotional use.
Validate in Singapore. Scale across ASEAN.
Singapore is a strategic gateway to ASEAN for EdgeRAG. We aim to engage with financial institutions, insurers, fintech companies and investors interested in explainable and privacy-preserving AI applications.
Participation in the Global Start Up Program 2026 gives us a strong environment in which to validate use cases, refine market positioning, build relationships and identify potential pilot customers across Singapore and the wider ASEAN region.
TUTTOTONDO has been selected for the programme’s Singapore Fintech track, promoted by ICE – Italian Trade Agency, delivered with the support of APAC Plug & Play and scheduled from 12 October to 6 November 2026.
Experience built for international growth
TUTTOTONDO has delivered multiple AI and digital innovation projects, participated in international programmes including INNOVIT in Silicon Valley and presented its work at the AI Summit London. This experience gives us a solid foundation for validating and internationalizing EdgeRAG across Singapore and ASEAN markets.