RESEARCH REPORT PART V APR 2026 ARUP DIGITAL ADVISORY WORKFLOWS

The PowerPoint
workflow, end to end.

The exact sequence the advisory team should use when building a deck with Microsoft Copilot — from zero files to polished slides. Covers six distinct use cases, not one. Built to be dropped straight into the playbook as a dedicated chapter.

6
Distinct PowerPoint
use-case workflows
2-stage
Meta-prompt first,
then reasoning model
<800
Words per slide
for safe Copilot paste
30-45min
Typical time to
a reviewed draft deck
01 / CORE INSIGHT

Why two stages beats one.

The single biggest upgrade to the team's PowerPoint workflow isn't a better prompt — it's separating prompt engineering from content generation. One Copilot builds the brief; a different, smarter one executes it. The end output is demonstrably better.

The default way most advisory consultants use Copilot in PowerPoint is to open a deck, click the Copilot icon, type "create a 10-slide deck about X," and hope for the best. That works for a throwaway internal update. It fails for client work because the prompt is underspecified, the reasoning is shallow, and every slide gets the same generic treatment regardless of what it's actually trying to communicate.

The two-stage workflow fixes all three problems:

"Stage one builds the prompt. Stage two generates the content. Stage three lays it out. The mistake everyone makes is trying to do all three at once."

What changes between the stages

Stage 1 — Copilot Chat (web mode, no files). The goal here is not to generate slide content. It's to co-author a really good prompt. You tell Copilot the deliverable, the audience, the file names you'll reference later, the slide count, the purpose. Copilot helps you build a structured master prompt that specifies everything a content-generating model needs to do the job properly.

Stage 2 — New chat, reasoning model (GPT-5.2 Think Deeper or equivalent), files uploaded. Open a fresh chat, switch to the reasoning model, upload all reference files, paste the master prompt from Stage 1. The reasoning model does the thinking — reading the files, reasoning about structure, generating each slide's content with proper depth.

Stage 3 — PowerPoint + Copilot in-app. Slide by slide, copy each slide's content from Stage 2's output and feed it into PowerPoint's Copilot via "Create a slide" with your source text. Copilot now has exactly the content it needs and only has to handle layout and design — which is what it's best at.

This is the workflow. The rest of this report shows you exactly how to execute it for every realistic advisory use case.

The 800-word-per-slide rule
Ask the reasoning model to keep every slide's content under 800 words. This isn't arbitrary — it's the ceiling that fits comfortably into PowerPoint's Copilot "Create a slide" prompt box without truncation, while still giving the model room to produce a properly reasoned slide. Under 800 words is the sweet spot between "too shallow to use" and "too long to paste."
02 / MASTER WORKFLOW

Multi-source reference deck — the master pattern.

You have three to ten reference files (reports, proposals, workshop notes, research briefs) and need to build a client-ready deck from them. This is the most common advisory scenario and the most powerful version of the workflow. Every other use case in this report is a simpler variant.

Building a multi-source reference deck.
~40 min · 3 tools · 10-15 slides
01
Stage 1 · Prompt building
Open Copilot Chat (web mode) — do not upload any files yet.
Go to m365.cloud.microsoft/chat. Make sure the green shield is visible (EDP active). Do not attach your reference files here — the whole point of this stage is to build a prompt, not generate content. Start a fresh chat so nothing from earlier work pollutes the context.
WhyUploading files now would tempt Copilot to start generating slide content before the prompt is right. We want a specification first, execution second.
02
Stage 1 · Prompt building
Give Copilot the six pieces of context it needs.
Paste the meta-prompt template below and fill in the variables. This template asks Copilot to build a reusable master prompt you'll use in Stage 2. It covers all six context dimensions: file names, slide count, audience, presenter, purpose, and the 800-word cap.
You are a senior presentation strategist. I need to build a client-ready PowerPoint deck. I will NOT upload files in this chat. Your job is to help me craft a master prompt I will paste into a NEW Copilot chat later, after switching to the reasoning model and uploading the following reference files. ## Reference files (I will upload these in the next chat, not here) - File 1: [e.g. Transport_Benchmarking_Report_Q4.docx] - File 2: [e.g. Client_Brief_v3.pdf] - File 3: [e.g. Stakeholder_Workshop_Notes.docx] - File 4: [e.g. Past_Similar_Proposal_2024.docx] ## Deliverable - Slide count: [e.g. 12 slides] - Audience: [e.g. director-level client sponsors] - Presenter: [e.g. Arup advisory lead + BIM SME] - Purpose: [e.g. present findings + recommend next steps] - Tone: [e.g. confident, evidence-based, non-jargon] - Context: [any other constraints, e.g. 30-min slot, 2 Q&A slides reserved, Arup brand palette] ## What I need from you (this chat) 1. Propose a slide-by-slide structure (title + one-line purpose per slide) that fits the deliverable above. 2. Once I approve the structure, write me a MASTER PROMPT I can paste into my Stage 2 chat. That master prompt must: - Instruct the model to act as a senior advisory consultant - Tell it to read all uploaded files thoroughly before drafting - Produce content slide-by-slide following our agreed structure - Keep EACH slide's output UNDER 800 WORDS - Include per-slide: title, key message, 3-5 supporting points, a visual suggestion, and 2-3 speaker notes - End each slide block with a clear separator (e.g. ---SLIDE N---) - Cite the source file for every factual claim Start with step 1 — propose the slide structure.
03
Stage 1 · Prompt building
Iterate on the structure, then lock the master prompt.
Copilot will come back with a proposed slide structure. Read it critically. Push back — "slide 3 should come before slide 2," "add a slide on risks," "merge slides 8 and 9." Iterate until the structure is right. Then, and only then, ask Copilot for the master prompt. Copy it. Save it somewhere (a Copilot Page is perfect) — you'll reuse this pattern many times.
TestThe master prompt is good when a colleague could read it cold and know exactly what the deck needs to be. If it's ambiguous to them, it's ambiguous to the model.
04
Stage 2 · Content generation
Open a new Copilot Chat — switch to a reasoning model.
Start a fresh chat at m365.cloud.microsoft/chat. In the model selector at the top, choose GPT-5.2 → Think Deeper (or the Claude reasoning equivalent if your tenant has it enabled). You want the deep-reasoning variant, not the fast one. This stage needs thinking, not speed.
Model choiceGPT-5.2 Think Deeper is the default. If you have Researcher access available and you need web-grounded context in addition to your files, run the whole Stage 2 through Researcher instead — it counts against your 25/month cap, but the output is demonstrably better for complex analytical decks.
05
Stage 2 · Content generation
Upload all reference files, then paste the master prompt.
Upload every file you listed in the Stage 1 prompt, in the same chat turn as the master prompt. Don't dribble them in over multiple turns — upload everything, paste the master prompt, send. The reasoning model will read all files, plan the deck, and produce slide-by-slide output.
File limitsM365 Copilot supports file uploads up to 512MB. Word docs should be under 24MB for best results. PDFs, CSVs, and Excel files are all supported.
06
Stage 2 · Content generation
Review the deck's architecture before touching PowerPoint.
Before opening PowerPoint, read the full output end-to-end. Check: does the slide flow build a coherent argument? Does each slide have a clear key message? Are citations attached to specific files? Are any slides over 800 words (if yes, ask the model to compress)? If anything is off, iterate with Copilot in the same chat. Only move to Stage 3 once the architecture is right.
Pro moveAsk Copilot to output the deck as a Copilot Page. Pages are editable, shareable, and make it easy to scan the whole deck's content at a glance before piping it into PowerPoint.
07
Stage 3 · PowerPoint build
Open PowerPoint from the Arup brand template.
Start from an Arup branded template (not a blank deck) so Copilot reads your Slide Master and stays on-brand. If no template exists, spend five minutes setting up Slide Master colours, fonts, and a logo bar — Copilot will replicate that style on every new slide it generates.
Why it mattersCopilot analyses sample slides and their layouts from your template to generate brand-consistent output. Starting blank means every slide looks like a generic Microsoft stock template.
08
Stage 3 · PowerPoint build
Slide by slide — "Create a slide" with source content.
Open the Copilot pane in PowerPoint (bottom-right icon). For each slide in your Stage 2 output, copy the slide block (title + key message + points + visual suggestion) and paste it into Copilot's prompt box with the instruction Create a slide using this content: followed by the paste. Copilot builds the slide, applies your template's layout, and inserts a suggested visual. Accept, edit manually, or ask Copilot to refine with follow-ups like "make the chart a waterfall" or "swap the image for something more conceptual."
RepeatFor a 12-slide deck, this step runs 12 times. It's repetitive — but each instance takes ~60 seconds and produces a properly-structured, on-brand slide, vs the alternative of manual building from scratch.
09
Stage 3 · PowerPoint build
Refine, polish, and add speaker notes.
Once all slides exist, do a pass in PowerPoint. Ask Copilot in-app to: "make all slide titles insights rather than labels," "suggest transitions," "generate speaker notes for every slide from the existing content." Then a manual pass: tighten any text Copilot has bloated, replace any generic visuals with real data or Arup-specific imagery, check every citation is accurate.
Final checklistEvery factual claim has a source · every slide title is an insight · no slide has more than 7 bullets · speaker notes exist on every slide · brand colours + fonts consistent throughout · at least one slide with a compelling visual.
The question that saves 20 minutes
At the end of Stage 1, always ask Copilot: "Before I run this in Stage 2, what clarifying questions would a senior consultant ask about this brief?" Copilot will surface assumption gaps — audience seniority, scope boundaries, data recency — that you can answer before the reasoning model burns its context window on them.
03 / USE CASE 2

Deck from a single Word document.

You already have a report or proposal in Word. You need a deck that summarises it for a different audience. The fastest of all the workflows — if you do one thing right up front.

~15 min Low effort 1 source file Office Agent path
From a single Word report to a deck
Use this when
You have one polished Word document under 24MB, already written in proper paragraphs with Word Styles (Heading 1 / 2 / 3) applied. Typical scenarios: a completed client report, a finished BIM assessment, a signed-off advisory memo, a bid response draft.
01
Apply Word Styles to the source report
02
Start from an Arup-branded PowerPoint template
03
Open PowerPoint Copilot → Create with Copilot
04
Reference the Word file → describe the audience
05
Review outline → generate slides → refine
Create a presentation from /My_Report.docx ## Audience Director-level client sponsors with limited time. They have not read the report. They need the key findings, the recommendations, and the implications in 10 slides. ## Structure - Slide 1: title with client name + date - Slide 2: executive summary (one insight title, 3 bullets) - Slides 3-5: key findings (one per finding, data-backed) - Slides 6-7: recommendations (clear call to action) - Slide 8: risks + mitigations - Slide 9: next steps + timeline - Slide 10: Q&A placeholder ## Style - Use my active template's theme and colours - Titles are insights, not labels - Visuals: prefer simple charts and clean icons - Speaker notes: write 3-4 lines per slide, conversational tone Generate the outline first. Wait for my approval before building.
Why Word Styles matter so much
Copilot uses Heading 1 / 2 / 3 styles in your Word document to decide how to split it into slides. A report with proper Word styles becomes a clean, well-structured deck. A report with everything styled as "Normal" becomes a generic 5-bullet-per-slide mess. Spending 5 minutes applying styles to the source doc is the highest-leverage move in this workflow.
04 / USE CASE 3

From scratch — no source files.

You need a deck and all you have is a topic in your head. This is where most people get generic AI slides — because they prompt once and accept whatever comes back. The fix: use the two-stage workflow, but Stage 2 becomes research, not synthesis.

~30 min Medium effort 0 source files Researcher-powered
Building a deck from nothing
Use this when
You have no reference files — just a topic and an audience. Typical scenarios: internal capability briefing on a new technology, industry overview for a prospective client, thought-leadership deck, learning session deck.
01
Stage 1 meta-prompt (no files to list)
02
Agree slide structure + master prompt
03
New chat → Researcher agent
04
Paste master prompt into Researcher
05
Review deck → build in PowerPoint slide by slide
You are a senior presentation strategist. I need to build an internal Arup capability deck. I have NO source files — this is a from-scratch research exercise. Your job is to help me craft a master prompt I will paste into the Researcher agent in a new Copilot chat. ## Deliverable - Topic: [e.g. How AI is changing transport infrastructure advisory] - Slide count: [e.g. 15 slides] - Audience: [e.g. Arup advisory team, all seniority levels] - Purpose: [e.g. Share knowledge + spark team discussion] - Tone: [e.g. informed but approachable, uses real-world examples] ## What I need from you (this chat) 1. Propose a slide-by-slide structure appropriate to the topic and audience. Prioritise a narrative arc — opening hook, context, insights, examples, implications, discussion prompts. 2. Once I approve, write a master prompt for the Researcher agent that: - Asks Researcher to ground the content in recent (last 18 months), credible sources — academic, industry reports, news - Produces a deck with every factual claim cited by URL - Keeps each slide's content UNDER 800 WORDS - Includes per slide: insight-style title, key message, 3-5 supporting points, a recommended visual, 3-4 speaker note lines - Uses the separator ---SLIDE N--- between slides Start with step 1 — propose the structure.
Researcher is the right Stage-2 tool here
When you have no files, the Stage-2 model's job is to research not synthesise. The Researcher agent — built on OpenAI's deep-research model, web-grounded, cites sources — is purpose-built for exactly this. Counts against your 25/month cap, but this is precisely the kind of task those 25 queries exist for. Don't waste them on questions Copilot Chat can answer; do use them here.
05 / USE CASE 4

Data-driven deck — Excel to slides.

Your deck's centre of gravity is numbers — portfolio KPIs, benchmarking data, financial performance, survey results. The workflow shifts slightly: Analyst does the analysis, PowerPoint handles the presentation.

~45 min Medium-high effort Excel + optional files Analyst-powered
Excel data becomes client-ready slides
Use this when
The deck's credibility rests on data accuracy. Typical scenarios: portfolio KPI report to a government client, infrastructure cost benchmarking, survey response analysis, financial forecast deck, sensitivity analysis presentation.
01
Clean the Excel file first (or use Analyst to clean it)
02
Stage 1: build the prompt in Copilot Chat
03
New chat → switch to Analyst agent
04
Upload Excel → paste master prompt → review Python output
05
PowerPoint: paste slide content + keep Analyst's charts
You are a senior Arup advisory consultant + data analyst. I have uploaded /Portfolio_KPIs_FY26.xlsx. This contains [brief description — e.g. 40 live projects, five regions, monthly data since Jan 2024, columns: project, region, status, spend, schedule variance, risk score]. ## Your task Build me a 10-slide client-ready deck that communicates portfolio health to government infrastructure client sponsors. ## Analysis requirements (use Python where needed) 1. Validate the data. Flag any anomalies or missing values. 2. Compute: on-track vs off-track, regional breakdown, trend over time, top-5 risk projects, forecast completion. 3. Produce charts I can paste into PowerPoint — use clear colours aligned to Arup brand where possible (red #E61E28, dark navy text, white/light grey backgrounds). ## Deck structure For each slide produce: - Slide number + insight-style title - One-line key message - 3-5 supporting points citing specific numbers from the file - A visual recommendation (chart type + what it shows) - 3-4 lines of speaker notes Each slide's total content MUST be under 800 words. Use ---SLIDE N--- as separator. Begin with your data validation report, THEN the slides.
Why Analyst, not Think Deeper
Reasoning models like GPT-5.2 Think Deeper are excellent at synthesis, weak at computation. The Analyst agent is optimised for data — it writes and runs Python, shows the code, validates numbers, produces charts. For any deck where getting a number wrong is a credibility problem (so, most client decks), Analyst is the right Stage-2 tool. Also counts against the 25/month cap.
06 / USE CASE 5

Rebrand and refine an existing deck.

You inherit a deck from another team, another office, or a previous project. It's content-complete but visually off-brand, or well-branded but narratively weak. You need to fix it without rebuilding from scratch.

~20 min Low-medium effort 1 existing .pptx In-app Copilot only
Inherited deck → Arup-branded + sharper
Use this when
You have a functional deck that needs cosmetic or structural improvements, not a content overhaul. Typical scenarios: a global team deck that needs UK localisation, a template from another practice area, a previous project deck being adapted for a similar client, a first-draft deck that needs a narrative sharpen.
# 1. Rebrand to Arup palette Apply the Arup brand palette throughout this deck: primary red #E61E28, dark navy for body text, white or light grey backgrounds. Keep my content unchanged — just update colours, and ensure the logo position on the master slide is consistent. # 2. Sharpen the titles Rewrite all slide titles as insights, not labels. Example: change "Market trends" to "Transport AI adoption has doubled in 18 months." Make each title a complete sentence of what I want the audience to take away. # 3. Fix the narrative flow Review the order of my slides 3-9 and propose a reorganisation that builds a clearer argument. The audience is director-level client sponsors. Explain your reasoning for any slide moves. # 4. Compress any bloated slides For any slide with more than 7 bullets or more than 60 words of body text, rewrite that slide to be under 60 words and 7 bullets. Preserve every key fact. # 5. Add speaker notes Generate speaker notes for every slide. Tone: conversational, confident, evidence-based. 3-4 lines per slide. Speaker should be able to read them in under 30 seconds. # 6. Suggest transitions and visual upgrades Review each slide and suggest: transitions between sections, any slides where a chart or diagram would land better than bullets, any slides where an infographic would help.
Run the prompts sequentially, not at once
Don't paste all six prompts at once — Copilot will do a mediocre job on all of them. Run them one at a time, review the output, accept or reject, then move to the next. Twenty minutes of focused iteration beats five minutes of bulk "fix everything."
07 / USE CASE 6

Adding a single slide — the tactical move.

Your deck is 90% done. A new piece of data arrives, or the client asks for a risk slide, or you realise the agenda is missing. You need one good slide added into an existing deck. Different workflow entirely.

~5 min Very low effort 1 slide Pure PowerPoint Copilot
One slide, fast and specific
Use this when
You need one new slide inserted into an existing deck. Typical scenarios: added agenda slide, late-breaking risk slide, summary slide at the end, executive summary at the start, Q&A placeholder, appendix divider.

The five-element prompt formula for a single slide is: Action + Content type + Topic/Data + Audience + Tone/Style. All five must appear. If any is missing, the slide will be generic. Three worked examples:

[ACTION] Create a new agenda slide [CONTENT TYPE] as slide 2 of this deck [TOPIC] listing the 6 sections currently in this deck with estimated timing for a 45-minute session [AUDIENCE] director-level client sponsors [TONE] clean, structured, visual — use icons beside each section, not bullets. Match my active template's palette.
[ACTION] Create a new risks + mitigations slide [CONTENT TYPE] as a 2-column layout (Risk | Mitigation) [TOPIC] the top 5 delivery risks for [project name], based on the content already in my deck. Infer the risks from slides 4-8. Rank by severity. [AUDIENCE] the client's project steering committee [TONE] honest but constructive — every risk must pair with a concrete, action-oriented mitigation
[ACTION] Create a new executive summary slide [CONTENT TYPE] as the new slide 2 (after the title slide) [TOPIC] synthesise the single most important insight from each of slides 3-12 of my deck into three headline findings and three recommended next steps [AUDIENCE] time-poor C-suite sponsors who may only read this one slide [TONE] direct, outcome-focused — title is a complete sentence stating the overall takeaway. No jargon.
The one rule for single-slide prompts
Every single-slide prompt must pass this test: if a senior partner read only the slide's title, would they know the answer? If the title is "Risks" or "Next steps" or "Key findings," the answer is no — and the prompt is wrong. Titles must be sentences of insight.
08 / DECISION MATRIX

Which workflow, when?

Six use cases, one table. Match your scenario on the left, read the workflow on the right.

Your scenario Use this workflow Stage 2 tool Time
I have 3-10 reference files and need a full deck Master workflow (Section 02) GPT-5.2 Think Deeper or Researcher ~40 min
I have one Word report, need a deck summary Single-doc workflow (Section 03) PowerPoint Office Agent ~15 min
I have no files, just a topic From-scratch workflow (Section 04) Researcher agent ~30 min
My deck's value is in the numbers Data-driven workflow (Section 05) Analyst agent ~45 min
I inherited a deck, need to rebrand / refine it Rebrand & refine workflow (Section 06) PowerPoint Copilot in-app ~20 min
I need one new slide added to an existing deck Single-slide workflow (Section 07) PowerPoint Copilot in-app ~5 min
09 / DO'S & DON'TS

Common failures — and their fixes.

Patterns from training the team on this workflow over the past year. Almost every bad Copilot deck fails in one of these ways.

Do
  • Separate prompt-building from content generation. Stage 1 is for specifying, Stage 2 is for executing. Don't mash them together.
  • Start from an Arup-branded template before invoking Copilot in PowerPoint. The Slide Master is what Copilot copies from.
  • Apply Word Styles to any source document before uploading it. Heading 1/2/3 structure is how Copilot decides slide breaks.
  • Switch to a reasoning model (GPT-5.2 Think Deeper or Researcher) for Stage 2. The default "Quick Response" model is fine for chat, wrong for deck building.
  • Ask for per-slide output under 800 words. The ceiling that fits comfortably into PowerPoint's Copilot prompt box.
  • Write titles as insights, not labels. "Revenue grew 14% driven by retention" beats "Revenue performance" every time.
  • Spend 5 minutes on Stage 1. The master prompt from a good Stage 1 saves 30 minutes in Stage 3.
  • Accept that the first Stage-2 output is a draft. Iterate in the chat before moving to PowerPoint.
Don't
  • Upload files in the Stage 1 chat. It defeats the whole purpose of separating stages. Copilot will start generating instead of specifying.
  • Paste 30 pages into PowerPoint's Copilot prompt box. It will truncate, and what gets through will be generic. Stage 2 is where long content gets reasoned over.
  • Skip the structure review. If the slide flow is wrong at the end of Stage 2, every slide you build in Stage 3 is wasted work.
  • Use vague single-slide prompts. "Add a risks slide" produces a generic risks slide. The five-element formula exists for a reason.
  • Forget speaker notes. Copilot will cheerfully generate a whole deck with no notes, then you're scrambling the morning of the presentation.
  • Burn your 25/month Researcher + Analyst cap on simple decks. Save them for genuinely hard ones — complex research, rigorous data analysis, client-critical work.
  • Assume the first output is the final output. Every Copilot-generated deck needs a human pass for accuracy, sensitivity, and Arup-specific nuance.
  • Present a Copilot-generated deck without fact-checking. It will sound plausible. That is the problem, not the solution.
The hard-won lesson
Consultants who get good at Copilot-driven decks aren't the ones who write the cleverest prompts. They're the ones who treat structure as a separate problem from content, and content as a separate problem from layout. The two-stage workflow works because it respects that separation. The default "one prompt, one deck" shortcut fails because it doesn't.
Playbook implication
The PowerPoint workflow is probably the most valuable chapter for the playbook — every consultant builds decks, every consultant has tried Copilot, and almost none of them have been shown this sequence. Teach this and the team saves thousands of hours a year.