Metrics
What numbers consultants lead with.
Every slide that foregrounds a metric — 7,750 in total — classified into families by what's being measured. Drill in to see who uses each family, where in the narrative, and the real examples.
Metric families
7,750 metric-led slides1266
Survey & sentiment
What people said — respondents, priorities, sentiment, NPS.
16.3%
1110
Market size & value
Scale of the pool — TAM, GMV, AUM, deal value, investment, funding.
14.3%
709
Cost & savings
What's spent or saved — costs, spend, savings, efficiency, abatement.
9.1%
541
Share & penetration
Piece of the pie — market share, adoption, penetration, uptake.
7.0%
491
Growth rate
Speed of change — CAGR, YoY, growth rate.
6.3%
261
Rates & ratios
Other rates — retention, conversion, representation, distress.
3.4%
324
Employment & headcount
People at work — employees, FTEs, productivity, jobs.
4.2%
226
Indices & scores
Composite indicators — confidence indices, rankings, ratings.
2.9%
218
Margin & return
Economic quality — margins, ROI/ROE/ROIC, TSR, profit.
2.8%
212
Environment & emissions
Green metrics — GHG, emissions, hydrogen, renewables.
2.7%
187
Volume & counts
Raw counts — number of X, transactions, deals.
2.4%
141
Revenue & sales
Top line — revenue, sales, GVA.
1.8%
76
Macro indicators
Economy-wide signals — inflation, unemployment, PMI.
1.0%
23
Valuation
Asset worth — present value, pre-money, exit value.
0.3%
1965
Other
Domain-specific or uncategorized long-tail.
25.4%
Filtered by market_size
· function quantify_impact
· clear
Where in the narrative
| analyze_data | 443 |
| size_opportunity | 123 |
| establish_context | 102 |
| diagnose | 81 |
| quantify_impact | 66 |
| frame_problem | 58 |
| recommend | 57 |
| illustrate_case | 55 |
| benchmark_peers | 43 |
| transition | 18 |
| prioritize | 10 |
| plan_implementation | 10 |
Number shape
| money | 447 |
| plain | 372 |
| percent | 283 |
| multiplier | 7 |
| other | 1 |
66 examples
$3.3 trillion
Approach 2: $3.3 trillion in economic value over the next three years in surveyed countries.
“In this approach, we assume that the full value of expected revenue growth and cost savings from agentic AI accrues to all organizations, regardless of their le…”
$3.3 trillion
Economic value generated by agentic AI
$10.3 trillion USD
Figure 5. Companies can unlock an additional $10.3 trillion in economic value by adopting responsible, people-centric approaches to gen AI
“$10.3 trillion USD additional value unlocked by 2038”
$122 billion
The nbn network roll out has had a profound impact on broadband availability and speeds... ...delivering significant economic and social benefits to Australia
“3 in 4 nbn users say that having the nbn at home has had a positive impact on their satisfaction with life in the last 12 months”
$521b
Our model finds that investment in the nbn network has delivered significant GDP benefits to the Australian economy
“2012-2022: $122 billion total GDP impact of the initial roll out of nbn network across 2012-2022.”
0.04%
Our model finds a positive, statistically significant relationship between increases in average broadband speeds and GDP
“As illustrated on in the graph to the right, the model finds that the marginal in GDP decreases as average broadband speeds increase.”
16x
The GDP benefit of faster broadband is up to 16x greater in remote areas and 2x greater in regional areas, compared to major cities
“Lower starting speeds and the impact of diminishing marginal returns. The productivity gains for every additional 1 Mbps speed increase in speeds are larger whe…”
0.25%
Faster broadband has been an equaliser of opportunity for Australians in lower socioeconomic communities
“The most disadvantaged communities experienced up to 5x the GDP uplift of those in more advantaged communities”
$122b
The nbn network is enabling improved economic outcomes across all of Australia’s states and territories
$2.8B
Recent policies have resulted in significant increases in size of US market, exports, and jobs within DAC although market remains small through 2030
~310
นโยบายซึ่งมุ่งเน้นกลุ่มที่ยังเข้าไม่ถึงบริการทางการเงิน จะส่งเสริมการเติบโตให้กับบริการด้านการเงินดิจิทัล (DFS) ต่อไป
$1.2T–$2.0T
What disruptions could the trend enable?
“Advanced connectivity will catalyze the adoption of technologies to create disruptions in many industries”
$3B
Highlights of our 360° value for all our stakeholders
8x
EXHIBIT 17: DF9 scaled investments by 4x in previous technology wave, while the AI wave will likely require ~8x
“Capturing the economic impact will likely take time and require significant investments.”
+0.4
Beyond GDP growth, AI could deliver significant welfare benefits for the DF9
$9.1B
Replacing lost operating funds may create up to $9.1B in GDP impact and 109K jobs
“Using BEA multipliers, this GDP impact could increase to between $6.2 - $9.1B nationally, and 75 and 109K jobs, when all indirect and induced impacts are accoun…”
$49 billion
The F-Series contributes ~$49 billion to US GDP through production and multiplier effects
“The F-Series contributes ~$49 billion to US GDP through production and multiplier effects.”
$100 billion
Ford USA contributes ~$100 billion to US GDP through production and multiplier effects
$8tn
And we found that in more equal cultures, everyone rises:
“If "innovation mindset" in all countries were raised by 10 percent, global GDP could increase by up to $8 trillion by 2028.”
16 USD Bn
CIP is expected to revive the growth in public works, which has historically been low, at only ~3% of government’s budget
“The 16 USD Bn CIP program (phases 1 & 2) is expected to generate ~0,5 USD Bn of GDP per year and ~20K FTEs. Prioritisation of initiatives is critical to ensure …”
~6%
Through Vision 2035, Lebanon’s prioritized sectors would grow their GDP contribution by ~6%
2x
Moreover, GDP per capita would grow by 2x versus its status quo GDP per capita
“Moreover, GDP per capita would grow by 2x versus its status quo GDP per capita”
0.8 USD Bn
Achieving aspirations can result in a GDP impact of USD ~0.8 Bn and provide ~20K new jobs for the local economy in 2025
6-10%
Beyond digital production, Lebanon has the potential to capture a GDP uplift of 6-10% by 2025, from focused sector digitization
“Countries can typically achieve a ~6-10% uplift in GDP from domestic sector digitization.”
555 mio. kr.
Erfaringerne fra nuværende kategoriprogrammer har givet konkrete besparelser
“FMI forventer en besparelse på 555 mio. kr. i 2017 fra nuværende kategoriprogrammer”
47-131
Provenuet indfases løbende og ender på 47-131 mio. kr. netto
“Bemærk: Det er væsentligt at påpege, at besparelser på MAP i hovedsagen er engangsbesparelser, hvorimod besparelser på MDP er varige besparelser”
51 mio. kr.
Endeligt nettoprovenu nedjusteres for så vidt angår overlap til indeværende kategoriprogram
“De 51 mio. kr. der er forudsat tilvejebragt ved nye kategorier ses at være en delmængde af det samlede provenu der kan opnås på nye indkøbsprogrammer, hvorfor n…”
9
Samlet bruttopotentiale på ~9 mio. kr. for alle tre delforslag
“Nettopotentialet ender samlet set på ~9 mio. kr. i 2022”
4,1-5,2
Besparelser ved puljekoncept for vej-lastvogne
“Provenubesparelserne følger erfaringerne fra BC Pulje.”
4,7-6,1
Besparelser ved puljekoncept for gaffeltrucks
“Provenu besparelserne følger BC Pulje men er nedjusteret til 8-10% for korrektion af lokale forhold.”
1.0-1.2
Besparelser ved puljekoncept for Hjemmeværnets køretøjer
“Provenu besparelserne følger BC Pulje men er opjusteret til 24-30% grundet forskelligt kørselsmønster.”
2,1
Det samlede potentiale på omlægning af todages rejser estimeres til 0,7-2,1 mio. kr.
“Det samlede potentiale på omlægning af todages rejser estimeres til 0,7-2,1 mio. kr.”
0,7 mio. kr.
Reduktion i aktiverede SIM-kort på lager
“Tiltaget går ud på at fjerne ca. 3.000 af disse lagerførte SIM-kort, hvilket vil medføre en besparelse på 20 kr. per måned per SIM-kort, eller ca. 0,7 mio. kr. …”
28 mio. kr.
Model 4 kan realisere op til 28 mio. kr. ekstra på lang sigt
“Digitalisering og automatisering: Igennem digitalisering og automatisering af relevante administrative processer kan dataopsamling gøres lettere og datakvalitet…”
3 mio.
Omkostningerne ved foreslået løsning er begrænsede ...dog er der behov for videre afdækning af mulige løsningsforslag
“Konkret forventes investeringsomkostningerne maksimalt at udgøre 3 mio. kr., mens driftsomkostningerne estimeres til 1 mio. kr.”
378-435 mio. kr.
Salg af CV 90 forventes at indbringe 378-435 mio. kr., men efterlader et investeringsgab på 267-324 mio. kr.
“Salg af CV 90 forventes at indbringe 378-435 mio. kr., men efterlader et investeringsgab på 267-324 mio. kr.”
EUR 135 billion
An investment of ~ EUR 135 billion is required to decrease and decarbonize the energy demand of the Dutch economy towards 2040
EUR 200 billion
An annual investment of ~EUR 10 billion would be needed to move towards a 60% CO2 reduction by 2040
“~10 EUR billion/year or ~3% of annual budget”
68-296
Effektiviseringsforslagene indeholder investeringer for i alt 68-296 mio. kr.
22,81 mia. kr.
Indikativt billede af budgetanalysens effekt på Forsvarets samlede økonomiske ramme i 2022 – højt potentiale
“Implementering af samtlige effektiviseringsforslag indeholdt i budgetanalysen vil betyde at den samlede økonomiske ramme reduceres til 22,81 mia. kr. ved realis…”
7,1
Effektiviseringspotentialet skal ses som et konservativt estimat, idet der er indlagt et forsigtighedshensyn på 1,2 DKK mia.
“Det samlede effektiviseringspotentiale på 7,1 DKK mia. skal ses som et konservativt skøn, idet der i beregningen af potentialet er indlagt et forsigtighedshensy…”
0-0,04
Udover det estimerede effektiviseringspotentiale på 7,1 DKK mia., kan et mindre potentiale komme fra en yderligere konsolidering på tværs af forsyningsarterne
“Givet estimatets størrelse samt usikkerheden forbundet med estimeringen af dette, vil dette potentiale ikke indgå i den samlede vurdering af effektiviseringspot…”
$16 trillion
$1 trillion public investment can unlock housing valued at $16 trillion
$456 billion
181
$10-15 trillion
“The potential value at stake from AI is $10 to $15 trillion ... and leaders adopting AI exhibit stronger financial performance.”
US$1.5 billion
10.3%
“The clear message to manufacturers is that smart investments in digital initiatives will pay off.”
22
3.2
11.7
5.4
11.4
60%
30%
1.5
5.6
80 USD Bn
1.637 mio. kr.
“I det resterende materiale fokuseres der udelukkende på det store scenarie (200-220 mio. kr.), da dette anses som værende mest attraktivt.”
16-28
“Nedre spænd (6,3) består af laveste provenu fra B,C,D; Øvre spænd (22,2) består af højeste provenu fra alle seks delforslag”
8-28 mio. DKK
“Forslaget har ingen effekt på den nuværende geografisk placering af ETAB.”
8,9 mio. kr.
“Samlet bruttopotentiale på 8,9 mio. kr. eller svarende til ~9 mio. kr.”
175 mio.
“I alt forventes en besparelse på ca. 11 ÅV (6 i FDD, 3 i VFK, 1 i FMI og 1 i HJK), som følge af færre biler skal vartes og administreres samt øget automatiserin…”
11,4 mio. DKK
“Potentialet er beregnet ved at realisere en gevinst på 720 kr. (900 kr. - 120 kr.) for hver hotelovernatning der kan konverteres til en overnatning på egne etab…”
20,9 mio.
“FES vurderer selv et potentialer på 2-2,5 mio. kr. realistisk.”
$634,700
“A significant capital investment must be made in the first two years to mitigate the risks currently facing the Town.”