Docsbench

AI workspace for market research teams.Deliver More Client Research.

Docsbench AI agents work through your study data and past research, run comparisons, and build the reports, presentations, and workbooks your clients need.

  • Less manual production
  • Faster client revisions
  • More delivery capacity
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Your Research. One Workspace.

Bring study data, transcripts, client briefs, code frames, and previous reports into one persistent knowledge base. Docsbench’s agents can search and use that material throughout the assignment, so earlier findings and methods remain available for the next analysis or client question.

Classification

Code Responses.

Apply your code frame to open-ended survey responses, interview extracts, and customer feedback. Use overlapping codes where needed, retain the original record references, and review confidence levels to focus attention on uncertain assignments. Reduce manual coding and carry the reviewed results into the analysis.

Code open-ended responses with AI

Growth Analysis.xlsxNeeds review · 31
ResponseCodesConf.
  • “Only wanted it for busy weeks.”R-00481

    Flexibility
    0.93
  • “Too expensive for what you get, and too often.”R-00458

    PriceFlexibility
    0.88
  • “Couldn’t change the delivery day.”R-00531

    FlexibilityDelivery issues
    0.71
  • “Got bored of the menu.”R-00550

    Recipe variety
    0.90
  • “Meh.”R-00476

    Other
    0.58
Coded with
Code Frame 2025.xlsx
2,400 responses
Analysis

Let AI Connect the Dots.

Compare responses across segments, questions, and supplied tracking waves. Bring survey findings together with interviews, customer data, and earlier studies to examine where the evidence agrees, where it differs, and what supports the recommendation. Keep calculations and source references available for your review.

Growth Analysis.xlsx

Why they cancelled, by tenure

Months 1–3 · n = 1,536 Month 4+ · n = 864
Flexibility
48%29%
Price
24%32%
Recipe variety
14%25%
Cooking time
16%13%

Flexibility drives early cancellations. 48% of leavers in months 1–3 cite it; the 2025 study had 29% overall.

“I just didn’t want it every week.” Interview 07

Interview 07.docx
2025 Subscriber Study.pdf
Revision

Turn Around Client Revisions.

Another audience cut. A changed assumption. A different recommendation. Tell Docsbench what needs to change and which deliverables to update. It revises the existing analysis, charts, and narrative, reducing the work each revision round takes before the next client readout.

Price changed: £45 → £503 files updated
Growth Analysis.xlsx · Sizing
Price per box£45£50
Annual revenue£20.7m£19.6m
Gross profit£6.9m£7.8m
Retention and Growth Report.docx

At £45£50 a box, the one-off range earns £6.9m£7.8m in gross profit a year, though revenue dips to £19.6m.

Northvale Strategy Deck.pptx · Slide 7

Launch a no-subscription box at £45£50

Updated

Produce Market Research Deliverables At Scale.

Give Docsbench the brief and required structure. Its agents build the report, analysis workbook, and presentation around the findings, with the evidence and calculations ready to inspect.

NNorthvale KitchenRetention and Growth

They like the food. Not the commitment.

41% now cancel over flexibility, up from 29%.2 We recommend a box without the subscription.5

Flexibility41%Price27%Recipe variety18%

Figure 1. Top reasons for cancelling, 2026 vs 2025. Source: Growth Analysis.xlsx

Word.docx

Research Reports.

Findings, supporting evidence, limitations, and recommendations in a complete client report.

Northvale · The finding

A box without the subscription.

Growth opportunity

NNorthvale Kitchen

The demand is already there.

9.8kQ118.6kQ231kQ3

+22%

a year for non-subscription kits

Source: Website Analytics Q3.xlsx; UK Meal Kit Market 2026.pdf

PowerPoint.pptx

Client Presentations.

A clear sequence from the research question to the findings, trade-offs, and proposed next steps.

C13fx=C11*C7
BCD
5Target households3,200,000Buyer Groups.pdf
6Adoption1.0%UK Meal Kit Market 2026.pdf
7Price per box£45Scenario input
8Price response0%UK Meal Kit Market 2026.pdf
9Buyers32,000=C5*C6*(1+C8)
10Boxes / buyer / month1.2Interviews
11Boxes per year460,800=C9*C10*12
12Cost per box£30Client Brief.pdf
13Annual revenue£20,736,000=C11*C7
Coded ResponsesCode FrameSizingSources
Excel.xlsx

Analysis Workbooks.

Coded responses, segment comparisons, and models with working formulas and explicit assumptions.

Editable Word documents. Excel workbooks. PowerPoint presentations. Open the files, check the work, and keep refining.

Built for Every Research Practice.

From tracking waves and concept tests to interviews and market briefings, reduce the work of preparing each analysis, readout, and client follow-up. Explore the applications that fit your practice.

Explain What Changed Between Waves.

  • “Compare this wave with the last one for every brand and audience segment, and show the base behind each change.”

  • “Break down the campaign results by audience and channel from our measurement export, and flag where response dropped.”

  • “Build the tracking pack in last wave’s format, then add the 25–34 cut the client just asked for.”

Spend less time rebuilding recurring reports and more time explaining what the movements mean for the brand.

Keep Research Judgment in Your Hands.

Can we check the findings?

Inspect source references, coded records, and supporting calculations. Review quotations against the original material and direct corrections before delivery.

Can we work from existing study outputs?

Bring relevant data exports, prepared analyses, transcripts, client documents, and previous deliverables into the project. Include your code frames and methods so the agents can use them in the assignment.

Who directs the research?

You set the questions, methods, analysis requirements, and acceptance criteria. Docsbench’s agents execute the work under your direction, and your team reviews the interpretation and recommendations.

Make Room for the Next Assignment.

Reduce the hours spent coding, assembling evidence, preparing reports, and handling revisions. Give your team more time for interpretation, client advice, and the next research brief.

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