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Research Strategist

Drop interviews, audio recordings, or transcripts into a named Google Drive folder. Receive a board-ready strategy dossier in 33 minutes. No prompts. No dashboard.

Start Free Download Sample Dossier (PDF)

Processed in RAM only. Access revoked instantly by unsharing your folder.

WHAT IT PROCESSES

8 interviews in. Board-ready dossier out.

DROP IN

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User interviews & focus groups

Audio recordings (up to 2 hrs)

Existing transcripts

Field notes & research decks

Survey open-ends

Research Strategist~33 min

GET BACK

Google Slides Dossier

Auto-formatted to your Slides master

PDF Export

Sent directly to your Drive folder

Executive Summary

3-bullet board-ready abstract

Behavioral Themes (3–5)

With verbatim quotes + strategic implications

Open Questions Log

Gaps flagged for your expert review

ARTIFACT PREVIEW

Real output. Real interviews.

Generated from 8 B2B SaaS product research interviews. This is what lands in your Drive folder.

SLIDE 01: PROBLEM SPACE

Cognitive Overload at Onboarding

7 of 8 participants described setup as the primary reason for delayed adoption. Average time-to-first-value was 4.3 days — driven by unclear navigation, not technical barriers.

"I set it up, then got pulled away. When I came back I couldn't remember where I was."

SLIDE 02: BEHAVIORAL THEME

The "Invisible Work" Pattern

Participants consistently under-reported analysis time. When probed, actual synthesis time averaged 26 hours per research cycle — most attributed to reformatting tasks, not thinking.

"It's not that the research is hard. It's that everything after the research is hard."

SLIDE 03: STRATEGIC IMPLICATION

Automate the Translation Layer

The highest-value intervention is not capturing better data — it is removing the formatting and restructuring work between raw data and executive artifact.

"If someone just gave me the slide, I'd spend my time deciding what to do with it."

Download Sample Dossier (PDF)

UNDER THE HOOD

What happens after you drop a file

research_strategist.sh

> POLL: Scanning 'Research Strategist' folder in Google Drive...
> DETECT: 3 new files found — 2× MP3 interview recordings, 1× PDF transcript
> TRANSCRIBE: Running Gemini Flash on audio files (avg 47s per file)...
> INGEST: Merging sources — 18,400 words of raw research material
> SYNTHESIZE: Clustering behavioral themes with Claude Sonnet — Pass 1 of 2...
> VALIDATE: Cross-checking all quotes verbatim against source transcripts...
> GENERATE: Populating Google Slides template — exec summary, themes, implications...
> DELIVER: Dossier uploaded to Drive folder. Email notification sent.
> STATUS: Dossier delivered to Drive folder. Processing memory purged.

INTERNAL QUALITY AUDIT

How we test every dossier

Before any analysis ships, it passes 5 structured QA tests. Here's how the Research Strategist scores.

96/100

Based on thematic saturation and verbatim quote accuracy across 12 test runs.

Quote Accuracy

Are all quotes verbatim from the transcript? Zero fabrication, zero splicing across answer blocks?

A+

Analytical Depth

Are insights analytical ('why') not descriptive ('what')? Does the Uncertainty section flag disconfirming voices?

A+

Behavioral Groups

Are groups based on behavior, not demographics? Distinct from each other? Well-evidenced with defining quotes?

A+

Evidence Pack Quality

Are quotes organized by theme, intensity tagged, with full participant context and correct source attribution?

A+

HMW Statements

Are How Might We statements grounded in verbatim quotes? Do they follow the formula with cross-group coverage?

A+

AI synthesis captures ~71% of what a human analyst finds. Every dossier includes an Open Questions section — gaps we detected but couldn't fully resolve — so you know exactly where to apply expert judgment.

Help us improve this agent

Used the Research Strategist? Tell us what the dossier got right, what it missed, and what would make it more useful for your team. Takes 2 minutes.

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