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Natural Language Querying · Kollect*AI Agenta

From "Raise a Data Request" to Just Ask.

Natural Language Querying lets business users ask Kollect*AI Agenta questions in plain English, or Bahasa Malaysia, and get structured answers back, no SQL, no BI tool, no waiting on the analytics team.

Plain-English Queries
Auto SQL Generation
Answers in Context
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Natural Language Querying
What Natural Language Querying Does

Ask the question. Get the answer.

Type a question like "show me broken PTP this month" and the agent writes the SQL, runs it, and returns a table, chart, or narrative, remembering context for your follow-ups.

03

Natural Language Querying

Ask in English. Get structured answers.
  • Type questions like "Show me broken PTP for this month" in plain English
  • The agent translates natural language into SQL, runs it, and returns formatted results
  • Bilingual support across collections, recovery, and finance terminology
  • Follow-up questions remembered in context, no need to repeat scope
  • Self-healing query generation when initial syntax misses the target
  • Results returned as tables, charts, narratives, or recommended next steps
Who benefits

Business users and operational teams without SQL skills. Anyone who has ever waited days for a "quick data pull" from the analytics team can ask the question themselves and act on the answer in the same hour.

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Natural Language Querying supports
Plain-English Input Bahasa Malaysia SQL Generation Self-Healing Queries Context Memory Tables Charts Narratives
How Natural Language Querying Works

Four steps from question to result.

The agent translates language to SQL, self-heals when a query misses, and returns results in whatever form is most useful.

1

Ask

Type a question in plain English or Bahasa Malaysia, using your own collections and finance terms.

2

Translate

The agent converts the question into SQL, and self-heals if the first attempt misses.

3

Answer

Results come back as tables, charts, narratives, or recommended next steps.

4

Follow up

Context is remembered, so follow-up questions need no repeating of scope.

Waiting days for a "quick data pull"? We will show your team asking the question and acting on it the same hour.
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The Rest of the Platform

Explore the rest of the platform.

Each capability works on its own and reinforces the others when combined. Continue through Kollect*AI Agenta.

01

Real-Time Insights

Live dashboards, automated reports, and proactive alerts on your operational data.

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02

AI-Powered Analytics

Prediction, risk scoring, and PTP forecasting that turn collections predictive.

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04

Multi-Model Intelligence

The right model per task, deployable on-premise or hybrid for data residency.

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05

Three Pillars of Trust

Accuracy, governance, and traceability, aligned with BNM and AICB principles.

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06

Use-Case Library

Six categories of ready-made prompts, from reporting to loss forecasting.

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