Invofox continuously improves model accuracy through real-time feedback loops — ensuring your data extraction gets smarter, faster, and more reliable over time.
Continuous learning begins with clarity. For each customer and use case, we define a structured schema, build datasets per use case, and establish measurable KPIs.
These KPIs track accuracy, coverage, and latency — giving full visibility into how each model performs and where it can improve.
Every new document processed triggers our learning cycle. Once a file is uploaded, Invofox extracts and structures data according to your schema. If you detect any issue or low-confidence result, you can provide feedback through the API or UI — our system immediately measures performance against your KPIs.
That feedback is then used to immediately tune the models. Improvements are applied in real time, without interrupting your workflows.
Get a guided demo to see how Invofox learns from real data and continuously improves performance over time.
Invofox provides full visibility into model performance over time. Our dashboards show progress across accuracy, manual review reduction, and processing speed — all backed by measurable data.
You can monitor results in real time as you upload documents and provide feedback.
Human feedback plays a key role in continuous improvement. When feedback or corrections are provided, Invofox validates updates against each customer’s KPIs and ground truth.
This ensures continuous improvement with enterprise-grade reliability.
Learning doesn’t mean data sharing. Each dataset and KPI set is isolated per customer — and even segmented within customer cohorts or use cases when needed. All updates occur within our secure, SOC 2, ISO 27001, and HIPAA-certified infrastructure.
Each document processed feeds new insight into Invofox’s AI layer, improving field recognition, classification accuracy, and contextual understanding across use cases. Unlike other platforms that rely on manual prompt adjustments or complex retraining, Invofox learns automatically, applying improvements the moment feedback is provided.
This compounding effect means your automation doesn’t plateau — it accelerates.
Join hundreds of teams using Invofox to continuously improve accuracy, reliability, and speed — without the maintenance burden.
