Investor Relations
Causal AI for the agents that already run your business.
When an AI agent deviates from its intended behavior, Auga shows why it happened, what led there, and what is likely to need adjusting.
When an AI agent deviates from its intended behavior, Auga reconstructs from its tracesTraceThe full record of one run, step by step.A tree of spans describing one end-to-end execution, such as a single agent task.Full glossary why it happened and what led there, and estimates what is likely to need adjusting.
Why Auga, why now
A hard deadline
The EU AI ActEU AI ActThe European Union's law on AI. It sets rules according to how risky an AI system is.Regulation (EU) 2024/1689. It sets obligations by risk category and applies in phases.Full glossary 's high-risk requirements for uses such as hiring, credit and education apply from December 2, 2027. Companies must be able to show how their AI makes decisions, and fines can reach a percentage of global turnover.
The EU AI ActEU AI ActThe European Union's law on AI. It sets rules according to how risky an AI system is.Regulation (EU) 2024/1689. It sets obligations by risk category and applies in phases.Full glossary 's requirements for the high-risk AI systemsHigh-risk AI systemAn AI system used where mistakes can seriously affect people, as defined in the EU AI Act.A category under the EU AI Act subject to requirements on risk management, record-keeping, transparency and human oversight.Full glossary listed in Annex III, such as hiring, credit and education, apply from December 2, 2027 (the 2026 Digital Omnibus, Regulation (EU) 2026/1744, moved the date from August 2, 2026), and from August 2, 2028 for systems built into regulated products. They include risk management, record-keeping, transparency and human oversightHuman oversightPeople being able to monitor, understand and step in.Measures that let humans supervise an AI system, interpret its output and intervene or stop it, as required for high-risk systems.Full glossary . Companies must be able to show how their AI makes decisions. Under Article 99, fines reach up to EUR 35 million or 7% of worldwide annual turnover, whichever is higher, for prohibited practices, and up to EUR 15 million or 3% for breaches of the obligations of providers, deployers and other operators, including those for high-risk AI systems. For SMEs the lower of the two applies.
Cause, not correlation
Monitoring tools show what happened. Auga uses causal AICausal AIAI that works out what causes what, not only what tends to go together.Methods that use or learn a causal model of a system to answer interventional and counterfactual questions, not only to predict from association.Full glossary to show why an agent behaved as it did, and ranks the likely causes so you know what to fix first.
Monitoring and observabilityObservabilityBeing able to see what happened inside a system.The ability to understand a system's internal state from its external outputs, mainly telemetry.Full glossary tools show what happened. Auga applies causal inferenceCausal inferenceWorking out what actually caused an outcome, not just what came with it.Estimating causal effects from data under explicit assumptions, typically encoded in a causal graph or structural model.Full glossary to agent traces to show why an agent behaved as it did, and ranks the likely causes so the team knows what to fix first.
The European alternative
Auga can run in the customer's own environment, so agent data can stay where the customer chooses, including in Europe.
Auga can be deployed in the customer's own environment, so agent traces and extracted variablesExtracted variableReview neededA measurable value Auga pulls out of a trace, such as how long a step took.A typed value derived from trace data under an allowlisted schema. It is used as a node in the causal graph.Full glossary need not leave it, including for customers who require their data to stay in Europe.
A working product
Core and Investigation work end to end, and five lensesLensReview neededA part of the Auga application built to answer one question, such as cost or the EU AI Act.A view of the application organized around one question. The current lenses cover the EU AI Act, the Oversight Inbox, cost, operations and agent health.Full glossary are built, from the EU AI Act to cost optimization.
Auga Core and Investigation work end to end, and five lensesLensReview neededA part of the Auga application built to answer one question, such as cost or the EU AI Act.A view of the application organized around one question. The current lenses cover the EU AI Act, the Oversight Inbox, cost, operations and agent health.Full glossary are built: the EU AI Act, the Oversight Inbox, cost, operations and agent health.
Key facts
- Company
- Auga Labs
- Product
- Auga: causal AI for autonomous AI agents
- Stage
- Working product, onboarding first design partners
- Focus
- Europe, starting in the Nordics
- Team
- Three founders
- Funding
- Planned stages: pre-seed, seed, Series A and Series B
Contact
Our investor presentation covers the problem, the product, the market and the round in detail. We share it on request.