OXI · the operational excellence index
The index for operational excellence.
One canonical 15-dimension framework, two methods: a named Outlook of public companies and an anonymised Benchmark from real OpX customer data. Refreshed quarterly.
Benchmark last updated 2 April 2026 · k=10 · Schema v1.0.0 · Framework v1.0.0
OXI Outlook · Tier 2
The named public-company view.
Outlook is the named tier of OXI — a public-company view of operational excellence, estimated entirely from public filings, annual reports and disclosed operating metrics. Below is the in-scope company universe across 14 verticals and 3 regions, scored against the same 15-dimension framework as Benchmark (7 dimensions currently estimable from public disclosure).
Named estimate · public filings only · no customer data
Preview — company universe and structure shown; scores and rankings publish once independent scoring is established.
Companies are listed as In scope · not yet scored. Every score and rank renders as a locked placeholder until methodology validation completes.
Independent
Estimation
from public filings only — no customer data
Unbiased
By design
OpX customer status does not affect a company's Outlook standing
Verifiable
Sources cited
every score traceable to disclosed information
Explore the index
112 of 112 companies in current cut
Re-cut the universe by vertical, region or dimension. The OXI framework is 15 dimensions deep; Outlook currently estimates 7 of them from public disclosure, per company, per period.
Leaders — every vertical
Locked · awaiting scoring
Every covered vertical × region resolves to a ranked 1st / 2nd / 3rd podium. The structure is shown now; positions and scores publish once independent scoring is live.
Aerospace · Global
Preview · positions locked
Leaders published once ranked — independently scored against the 15-dimension framework.
Construction · Global
Preview · positions locked
Leaders published once ranked — independently scored against the 15-dimension framework.
Consulting · Global
Preview · positions locked
Leaders published once ranked — independently scored against the 15-dimension framework.
Consumer goods · Global
Preview · positions locked
Leaders published once ranked — independently scored against the 15-dimension framework.
Defence · Global
Preview · positions locked
Leaders published once ranked — independently scored against the 15-dimension framework.
Education · Global
Preview · positions locked
Leaders published once ranked — independently scored against the 15-dimension framework.
Energy · Global
Preview · positions locked
Leaders published once ranked — independently scored against the 15-dimension framework.
Field service · Global
Preview · positions locked
Leaders published once ranked — independently scored against the 15-dimension framework.
Government Services · Global
Preview · positions locked
Leaders published once ranked — independently scored against the 15-dimension framework.
Healthcare · Global
Preview · positions locked
Leaders published once ranked — independently scored against the 15-dimension framework.
Logistics · Global
Preview · positions locked
Leaders published once ranked — independently scored against the 15-dimension framework.
Manufacturing · Global
Preview · positions locked
Leaders published once ranked — independently scored against the 15-dimension framework.
Pharma · Global
Preview · positions locked
Leaders published once ranked — independently scored against the 15-dimension framework.
Telecoms · Global
Preview · positions locked
Leaders published once ranked — independently scored against the 15-dimension framework.
Company index
112 companies in scope
The in-scope company universe for the current cut. Every entry is named; every score is a locked placeholder until independent ranking is established.
Defence
12 companies
Manufacturing
10 companies
Pharma
8 companies
Healthcare
7 companies
Telecoms
8 companies
Consulting
6 companies
Construction
10 companies
Government Services
8 companies
Education
6 companies
Field service
6 companies
Logistics
8 companies
Energy
8 companies
Aerospace
7 companies
Consumer goods
8 companies
Award categories
9 categories · locked
The taxonomy that WILL be awarded once scoring is live — overall, per dimension, and most-improved. No winners are shown today.
Brand licensing · forthcoming
License your OXI Outlook win.
Once Outlook rankings go live, award winners will be able to license their win for marketing use — across owned media, paid digital and brand building. Independent verification you can put in front of buyers, regulators and investors.
Licensing tier
Owned media
Use the OXI Outlook winner badge on your website, investor decks and recruitment pages.
- Winner badge (light / dark)
- Verified-claim asset kit
- Citation guidelines and one-line claim language
Licensing tier
Performance
Extend usage into paid digital — search, social and display — with category claim rights.
- Everything in Owned media
- Paid digital usage rights
- Per-category claim exclusivity within your vertical × country
Licensing tier
Brand building
Full marketing rights including broadcast, print, OOH and event sponsorship usage.
- Everything in Performance
- Broadcast, print and OOH usage rights
- Co-marketing slot in the next OXI Outlook report
No purchase today — licensing opens with the first independent Outlook ranking.
OXI Benchmark · Tier 1
The anonymised customer benchmark behind the index.
Beneath the public Outlook sits the live customer Benchmark — anonymised, cohort-level, server-side gated at k=10. Same 15-dimension framework, different method: real operating data from real organisations, never named.
Anonymised · OpX customer data · no organisation named · k=10
- 1
Manufacturing · Medium · LeanLeader
Spread p25 2.10 – p75 3.20 · Jan–Mar 2026
2.60
Median / 5
n=52
Above k=10
+0.15
vs prior
Dimension profile · median / 5
15 of 15 dimensions reported
Hover a dimension to reveal its full label and percentile spread.
Cohorts awaiting data
17 cohorts defined, building toward k=10.
As more organisations in each cohort run the assessment, they become visible. Cohorts below threshold are never aggregated — by design.
- Construction · Medium · OpexAwaiting
- Defence · Medium · OpexAwaiting
- Consulting · Large · OpexAwaiting
- Education · Small · OpexAwaiting
- Government · Large · OpexAwaiting
- Healthcare · Medium · OpexAwaiting
- Manufacturing · Large · LeanAwaiting
- Manufacturing · Medium · OpexAwaiting
- Pharma · Large · OpexAwaiting
- Services · Medium · LeanAwaiting
- Services · Small · OpexAwaiting
- Telecoms · Medium · OpexAwaiting
- Aerospace · Medium · OpexAwaiting
- Consumer goods · Large · LeanAwaiting
- Energy · Large · OpexAwaiting
- Field service · Medium · OpexAwaiting
- Logistics · Medium · LeanAwaiting
k=10
Anonymity
enforced server-side
Quarterly
Refresh
aligned to calendar Q1–Q4
1/18
Cohorts ranked
withheld by design, not omission
Methodology
One framework, two measurement methods
Both tiers score against the same canonical 15-dimension maturity model. What differs is how the score is produced and what data feeds it. Benchmark is anonymised customer self-assessment with k=10 enforced server-side. Outlook is named external estimation from public filings only — it uses no customer data and covers a subset of dimensions per company.
Read the full methodology
How we anonymise
Every Benchmark cohort is gated server-side at a minimum of 10 organisations. Below that threshold, no aggregate is calculated and no row is returned to the public endpoint. Suppression is enforced in the database query, not the UI.
What's included
Maturity scores across 15 dimensions, with average and p25 / p50 / p75 / p90 percentiles per dimension and overall. Participant counts per period. Quarterly periods aligned to calendar Q1–Q4.
How Outlook is scored
Outlook estimates are derived from public filings, annual reports and disclosed operating metrics — every score traceable to a cited source. OpX customer status does not affect a company's Outlook standing. Scoring methodology is being independently validated before any score or rank is published.
Refresh cadence
Benchmark aggregates run quarterly on the 2nd of January, April, July, and October at 02:00 UTC. Outlook publishes on the same cadence once scoring is live.
What's not included
Anything that could re-identify a Benchmark organisation: company names, customer identifiers, free-text descriptions, geographic detail finer than country. Outlook never uses customer data of any kind.
What this is not
OXI is a measurement of where organisations sit against the OpX maturity framework — not a vendor league table and not a prediction. The most defensible thing OXI does is tell you honestly when it doesn't have enough data to say anything yet.
