Desktop-native research workflow

Vague Question to Cited Answer.

Pumila is an AI chatbot and deep-research copilot for marketing analysts. Ask a messy question, explore a live knowledge graph, connect enterprise sources, and generate evidence-backed reports without spending hours stitching the story together by hand.

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Built for teams working across Mintel, MRI Simmons, YouGov, Google Analytics, Notion, Slack, SharePoint, and the open web.

Pumila desktop walkthrough

Why did Gen Z engagement drop for our sustainable line in Q3 EMEA?
Engagement Drop
Messaging Fatigue
Paid Search CPC
Competitor Shift
Audience Composition

Streaming cited report

Pumila demo video goes here.

Replace this product mockup with your real demo video, or keep it as a hero placeholder until the export is ready.

  • Research graph exploration
  • Enterprise tool connections
  • Cited report synthesis
Explore the questionStart with a vague marketing question and expand it into a research graph.
Connect real sourcesWork across enterprise tools, internal context, and public web research.
Ship cited answersGenerate report-ready outputs grounded in citations, evidence, and provenance.

What Pumila Is

Built for marketing analysts.

This is not a generic chatbot. Pumila is meant to reduce analyst research time by combining a graph-driven research workflow, connected enterprise tools, and structured cited synthesis in one product.

01

AI chatbot with research steering

Ask broad, messy questions and let Pumila expand them into meaningful branches instead of throwing back one flat answer.

02

Knowledge graph exploration

Analysts can inspect themes, entities, and adjacent paths, then choose the most useful branch to deepen.

03

Report generation with evidence

Findings are meant to arrive with citations, source context, provenance, and export-ready structure.

Platform

Designed around the exact workflow in your project plan.

The product story in your document is strong: local credentials, enterprise adapters, a graph workspace, and cited synthesis. This section reflects that architecture directly.

Desktop-native workflow

A local desktop experience is central because enterprise sessions, browser automation, and secure credentials all live close to the user.

Local credentials, cloud orchestration

Credentials stay on the device while planning, orchestration, and synthesis can benefit from cloud scale.

Auditability and provenance

The output is meant to be trusted because actions are observable and findings are tied back to the source material.

Core Flow

Question → graph → enterprise tools → cited report.

That sequence is the real product. It is the through-line across the document you attached and should be the main message of the website.

Connected Sources

Built for the tools marketing research teams already use.

Mintel
MRI Simmons
YouGov
Google Analytics
Notion
Slack
SharePoint
Open Web Research

Use Cases

The kinds of questions Pumila should answer faster

Why did performance drop?

Investigate regional, audience, or campaign performance changes without jumping manually across every data source.

What changed in the market?

Compare competitor movement, message saturation, and audience shifts across research and trend sources.

What should leadership know?

Turn an exploration thread into a clean executive narrative with citations, evidence, and the next open questions.

Pumila Demo

Show the actual product story, not just a pretty landing page.

Once your real walkthrough video is ready, this section can become a full product proof point with the exact research flow from the plan.

Request a Demo

FAQ

Questions the site should answer clearly

What is Pumila?

Pumila is an enterprise deep-research copilot for marketing analysts. It helps teams ask a question, expand it into a research graph, connect the right tools, and generate a cited answer faster.

Why is it different from normal AI chat?

Because the workflow is grounded in research exploration, connected enterprise tools, and source-backed synthesis rather than only text generation.

Why does the desktop part matter?

Your plan depends on local browser sessions, secure credentials, and enterprise authentication. The product is intentionally designed around that.