01 · custom-built
AI Squad
A senior team embeds in your company and ships the project end to end — from diagnosis to a running operation. For a specific problem, with deep integration into your systems.
operational intelligence · proven proprietary technology
We automate your operation's bottlenecks by connecting AI directly to the systems you already use. The technology runs the volume, your team validates the critical decisions, and every action is logged. Scale with end-to-end governance and audit.
Intelligence is individual. Reliability is systemic.
what we do
Two ways to work with us: a squad that implements custom-built, or ready-made modules we adapt to your process.
01 · custom-built
A senior team embeds in your company and ships the project end to end — from diagnosis to a running operation. For a specific problem, with deep integration into your systems.
02 · ready & adapted
Solutions already built for the most common operational tasks, which we adapt to your process and your systems.
Extracts and registers cases from the documents, with deadlines and structured data.
Automated dunning with risk-based prioritization and integrated actions.
Reading, organizing and analysis, with clause and expiry alerts.
Fields from invoices, policies and long documents, with human review.
Matching entries, flagging discrepancies and closing the books.
Custom automations for what doesn't fit a standard module.
the unna ai
Any company can license a generic AI. Unna's architecture was built for systemic reliability: flawless extraction, risk mitigation, and the guarantee that your process won't break at the edge.
active learning
The AI extracts and cross-checks data at volume.
The human approves only the exceptions.
It learns the rule and earns autonomy.
Today's exception becomes tomorrow's automation.
what this guarantees
Where generic models fail (unstructured documents), we guarantee exact extraction.
Not one model alone: reviewer agents audit each other and cross-check against deterministic rules to reduce hallucination.
Every validated decision shapes the AI to your operation — process knowledge becomes a system asset.
product
Human approval, intelligence dashboards and the record of every decision — the screens your team uses day to day.
Fields extracted with confidence levels; the team reviews and approves what carries weight.
Operational metrics and insights in real time.
The history of every decision: what ran, who approved it, and when.
why unna
Daily execution turns into structured data: your team's knowledge stops being invisible and becomes a governable business asset.
automation + intelligence
While it executes at volume, Unna documents the workflow. You solve the efficiency bottleneck and still build a traceable database. Efficiency buys breathing room; structured data creates intelligence.
Automation
precise execution of tasks at volume
Intelligence
governance, documented processes and visibility
Multiply the processing of critical tasks without inflating headcount at the same rate.
System-agnostic: integrates with the ERP, CRM and banks you already use. No migration friction.
The machine proposes, the expert decides. High-impact decisions pass through your team.
Every action generates an auditable log. Reconstruct the rationale of any decision in seconds.
Infrastructure with institutional rigor, ready for LGPD and your sector's compliance.
No rigid SaaS. We build or adapt modules to the rules of your process.
ready / talk to us
Bring us your biggest operational bottleneck. Our team maps your scenario and shows you, transparently, where artificial intelligence will unlock real efficiency — and where the investment doesn't make sense yet.