Sometimes a UI bot is the only option on a legacy screen. We prefer APIs. RPA is a last resort we will name as fragile.

Can you automate refunds?

Only with an approval step and the payment provider’s APIs. We do not scrape a bank portal.

Do you need a data science team on our side?

You need a process owner. We handle the engineering. Labels still come from your operators.

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AI development cluster

AI Automation

Most ‘AI automation’ is a Zapier screenshot. AppsAura automates the ugly middle of operations software: classify a complaint, extract fields from a document, suggest the next status. Vistarx-style workflows already need those steps. The model proposes; the system of record still requires a role.

Map an automation How this works →

India-based global teamStartups, SMBs and enterprises worldwide

Architecture-firstBuilt to scale cleanly

Transparent deliveryMilestones you can track

Confidential intakeNo obligation consultation

Service overview

We start from the existing process, not from a model. If a deterministic parser works, we use it. AI sits on the residual: messy text, photos of labels, inconsistent supplier emails. Every automated write has an idempotency story and a way to undo.

Problems we solve

Automating a broken process, faster.
Silent writes to production with no audit.
OCR or extraction that is 90% right and 10% catastrophic.
No owner when the automation fails on a weekend.

What we build

Classification and extraction into existing fields
Human-in-the-loop queues for low confidence
Retries, dead letters and alerts
Role-based undo
Batch and near-real-time modes
Cost and latency budgets per job type

Benefits

Hours back on repetitive classification — without deleting the operator.
Automation that matches how AppsAura already ships ops software.

Use cases

Route complaints into the right queue.
Draft structured fields from a messy email.
Flag missing readings or documents for a human.

Technologies

PythonNode.jsPostgreSQLAWS

Industries this shows up in

Labels, LR, exceptions Supplier messages