Governed operational intelligence platform

An intelligence engine on the data your company already has

CSOn connects ERPs, CRMs and documents to a governed intelligence layer — and turns it into three products: operation, trust and opportunity. With auditability and data hosted in Brazil.

30 minutes · no commitment

The ERP holds everything. Access is still slow

Financial data, contracts, processes and operational history live in your systems. But retrieving reliable information still requires manual reports, spreadsheets, BI tools or technical support.

Answers that depend on people

Simple questions about accounts receivable or overdue invoices need an analyst or consultant to be answered.

Documents out of reach

Contracts, procedures and internal policies are scattered across drives and emails — inaccessible at the right moment.

Context lost between systems

ERP, CRM, documents and processes don't talk to each other. A complete view requires manual effort to assemble.

One engine, three applications

The same engine that reads risk reads opportunity

CSOn is a semantic layer that cross-references data from your systems and returns governed intelligence. Three products run on that engine — each solving a concrete pain.

AI Retail Personalization

CSOn Last Mile

The salesperson who already knows the customer. — A 360° customer card built from your systems, for the salesperson to use in store, over the phone and in e-commerce. Style, size, habits and opportunity — at the moment of service.

Explore Last Mile

CSOn Assistant

SAP B1 Finance Intelligence — Ask in plain language about receivables, overdue amounts, aging and documents. Answers with source, criteria and audit trail — over real ERP data.

Explore the Assistant

CSOn Verifica

Before you automate, verify. — The trust layer that checks content before an automated decision: tampered documents, attempts to manipulate your AI, or an invoice that doesn't match your records.

Explore Verifica

Three steps to real operational intelligence

1

Connect

Native integration with your systems — SAP B1, other ERPs, CRMs and documents via Google Drive or direct upload. Read-only, without changing any existing process.

2

Index

Data is vectorized and organized by isolated tenant. Documents receive OCR, semantic chunking and embeddings — ready for contextual search.

3

Answer

Ask questions in natural language. The assistant queries real data, cross-references sources when needed and responds with full evidence, source and traceability.

Four pillars of operational intelligence

More than an ERP chatbot — a complete platform to access, search and generate operational knowledge.

System connectors

Integration with ERPs (SAP B1, Totvs, Oracle), CRMs (Salesforce, HubSpot, Pipedrive) and other corporate systems via native adapters.

SAP B1 available today · others on roadmap

Knowledge base

Document indexing via Google Drive (without leaving the drive) or direct upload. Semantic search over contracts, policies and procedures.

Google Drive · Upload · Native OCR

Conversational assistant

Natural language answers over real data from connected systems and documents — with source, criteria and audit trail in every response.

Native Portuguese · Full auditability

Document generation

Create new documents and reports with AI, using company templates and already indexed data — without copy-pasting between systems.

Templates · Generative AI · Real data

Available today

SAP B1 Finance Intelligence

Functional financial intelligence, validated with real SAP Business One data — ready for your most critical questions.

Paid Pilot

Closed scope, read-only connection, 5 to 10 priority questions, adherence report and go-live proposal. Value creditable against annual contract.

On request

Start diagnosis

What's in production now:

  • Open and overdue accounts receivable
  • Receivables aging (0–30, 31–60, 61–90, 90+ days)
  • Open and overdue accounts payable
  • Semantic search in financial and operational documents
  • Answers with source, criteria and full audit trail
Security & governance

Built for sensitive enterprise environments

Infrastructure on demand

Default hosting on GCP São Paulo region (southamerica-east1) for Brazilian clients. Expansion to any other geographic region depends only on client partnership — no technical restriction.

Read-only on ERP

The SAP B1 connection is 100% read-only in the current phase. No writes, no changes to any processes.

Tenant isolation

Each company has its data completely isolated by tenant_id. No data is shared between customers.

Full auditability

Each assistant response records which data was queried, from which source and with which criteria — permanent auditable trail.

AI within client perimeter

LLM models (Gemini via Vertex AI) run in the same GCP project. Your data does not pass through external providers.

Configurable governance

Evolution to agentic execution only happens with company-configured scopes, policies and approvals.

Which business question does your company still answer manually?

Schedule a 30-minute executive diagnosis. We'll map the 5 most critical questions from your SAP B1 and evaluate a POC scope.