AI for Consultants: From Data Analysis to Client Decks in Minutes
Consulting firms spend 60-70% of project time on production, not analysis. The think-cell + Excel workflow that defines strategy consulting maps directly to an automated pipeline. Here is how.
A typical McKinsey engagement produces 50-100 slides over 8-12 weeks. The analysis (building the model, running the numbers, identifying insights) takes roughly 30-40% of the project time. The production (turning analysis into client-ready decks) takes 60-70%. At $500-700/hour blended rates, that production cost is $200,000-500,000 per engagement in labor alone.
The core consulting workflow has not changed in 20 years: analyze data in Excel, build charts in think-cell, write narrative in PowerPoint, iterate 5-10 rounds with the engagement manager. AI can compress the production phase by 80-90% without changing the analysis.
What Is the Consulting Deck Workflow?
Every strategy consulting firm (McKinsey, BCG, Bain, Kearney, Oliver Wyman, L.E.K.) follows the same basic production pipeline:
- Data in Excel. Financial models, market sizing, customer survey results, operational benchmarks. The market research professional builds the workbook.
- Charts in think-cell. Excel ranges linked to PowerPoint charts. Waterfall charts, Marimekko charts, Gantt charts. think-cell costs $450/user/year and is the industry standard.
- Narrative in PowerPoint. The "so what" for each slide. Action titles (full sentences, not labels). SCQA structure (Situation, Complication, Question, Answer) on the executive summary.
- Formatting. Brand template, consistent fonts, aligned objects, source notes on every chart, legal disclaimers.
- Review cycles. 5-10 rounds of edits with the engagement manager before the client sees it.
Steps 1-2 require domain expertise. Steps 3-5 are production. A first-year market research professional at a top-3 firm spends 70%+ of their time on steps 3-5.
How Does Think-Cell + Excel Map to Automation?
| Think-Cell + Excel Workflow | Automated Equivalent |
|---|---|
| Build Excel model | Upload data files (CSV/XLSX) |
| Link Excel ranges to think-cell charts | Charts auto-generated from uploaded data |
| Write action titles manually | Action titles generated from computed analysis |
| Format each slide to brand template | Brand template applied automatically |
| Source notes added per chart | Source traceability built into every chart |
| 5-10 review cycles | Review one draft, edit in PowerPoint |
| Time: 20-40 hours per deck | Time: 15 minutes + 2-4 hours review |
| Cost: $10,000-28,000 per deck (at consulting rates) | Cost: Basquio credits + review time |
The analysis stays with the market research professional. The production shifts to automation.
What Types of Consulting Deliverables Can Be Automated?
High automation potential (80-90% time savings):
- Category reviews and market assessments
- Quarterly business reviews (QBRs)
- Competitive benchmarking decks
- Financial performance summaries
- Due diligence data rooms (the analytical exhibits)
- Monthly reporting packs
Medium automation potential (50-70% time savings):
- Strategy recommendation decks (analysis automated, strategic framing requires human judgment)
- Customer insight reports (data analysis automated, qualitative synthesis needs review)
- Operational improvement assessments
Low automation potential (human-led):
- C-suite storyline decks where the narrative arc is the deliverable
- Workshop facilitation materials
- Change management communications
What Does the Automated Consulting Workflow Look Like?
Step 1: Upload the Evidence Package
The market research professional uploads the same Excel files they would normally link to think-cell: financial models, market data exports, survey results, benchmark databases. PDF reports and prior decks can be included as context.
Step 2: Write the Brief
One to two sentences about the deliverable: "Market entry assessment for [client] in the European specialty retail category. Audience: VP Strategy. Focus on category growth, competitive dynamics, and white-space opportunities."
The brief replaces the engagement manager's verbal download that normally starts the production cycle.
Step 3: AI Analyzes and Produces
Basquio reads every uploaded file, computes metrics (market share, growth decomposition, competitive positioning, channel dynamics), identifies the story, and generates:
- A 10-slide branded PPTX with action titles, computed charts, and recommendations
- A narrative PDF report (2,000-3,000 words) with executive summary, methodology, detailed findings, and next steps
- Source traceability linking every number to the uploaded file and cell
Step 4: Market Research Professional Reviews and Refines
The market research professional opens the PPTX in PowerPoint, applies strategic judgment, adjusts framing, and runs the normal review cycle with the engagement manager. The difference: they start from an 80% complete draft instead of a blank slide.
How Does Pricing Compare?
| Cost Component | Think-Cell + Manual | Basquio + Review |
|---|---|---|
| Tool license (annual) | $450/user/year | $149/month (team) |
| Market research professional hours per deck | 20-40 hours | 2-4 hours |
| Cost per deck (at $150/hr loaded) | $3,000-6,000 | $300-600 + $10 |
| Decks per month (typical firm) | 10-20 | 10-20 |
| Monthly production cost | $30,000-120,000 | $3,000-12,000 + $100-200 |
For a mid-size consulting firm producing 15 decks/month, the production cost drops from roughly $75,000/month to roughly $7,500/month. That is a 90% reduction in production labor.
What About Quality?
The question every engagement manager asks: "Will the output be client-ready?"
The honest answer: no. The first draft from any automated tool requires human review, strategic framing, and narrative refinement. The goal is not zero-touch automation. The goal is reducing 30 hours of production to 3 hours of review.
Basquio's output quality on data-heavy analytical decks (category reviews, competitive benchmarks, financial summaries) scores 7-8/10 on first draft. The executive summary structure, chart accuracy, and recommendation specificity meet consulting-grade standards. The narrative voice and strategic framing typically need 2-4 hours of market research professional refinement.
How Do You Get Started?
- Create a Basquio account (30 one-time free credits to start)
- Upload the Excel files from a recent client deliverable
- Write a one-line brief matching the original engagement scope
- Compare the automated output against the deck your team produced manually
The test takes 15 minutes. If the first draft is 70-80% of the way to your final deliverable, the ROI case is clear.
FAQ
Does Basquio replace think-cell?
For recurring analytical decks, yes. For one-off custom charts where you need pixel-level control over a waterfall or Marimekko, think-cell remains the better tool. Many firms use both: Basquio for the first draft, think-cell for final chart refinements in PowerPoint.
Can Basquio handle confidential client data?
Data is processed server-side and not retained longer than needed for analysis. Enterprise plans include additional governance, SSO, and retention controls. Basquio does not use client data for model training.
What chart types does Basquio support?
Bar, line, area, scatter, waterfall, stacked bar, grouped bar, pie/donut, and combination charts. Charts are rendered via matplotlib (computation) and PptxGenJS (PPTX embedding).
Can I apply my firm's PowerPoint template?
Yes. Upload your PPTX template and Basquio applies your brand system (colors, fonts, logo placement) to the output.
How does this compare to using ChatGPT or Claude directly?
ChatGPT and Claude can analyze data if you paste it in, but they cannot produce PPTX files, apply brand templates, or generate computed charts embedded in slides. Basquio wraps Claude's code execution capability in a production pipeline that outputs real files.