Nuvepro Task Intelligence Index
NTI weights a task-classification mix on a 1–5 scale. Learn the formula and its limits through illustrative examples, then assess the actual work in your enterprise.
Static worked examples. These are not audited industry benchmarks or a quarterly adoption series.
3.1
Mean example score
unweighted across eight example mixes
5M
Posting-task records
published corpus; reviewed 18 June 2026
8
Example mixes
not a sample of deployed enterprises
Q2 2026
Edition context
static worked examples
Illustrative task mixes and computed scores
The examples are ordered by their calculated score. The order does not measure industry readiness.
Technology
In this example, more tasks are assigned to automation candidates. Code generation and testing still need checks against requirements; architecture and release decisions need named owners.
Financial Services
In this example, AI supports much of the work. Transaction records and proposed decisions still need checks against the institution’s rules and approval authority.
Consulting
The example assigns a large share to AI support. A consultant must still check source evidence, interpret findings and agree recommendations with the client.
Retail & E-Commerce
The example combines digital operations with work involving inventory, stores and customers. Check the actual systems and operating responsibilities before changing the split.
Insurance
Document preparation and review may use AI, while authorized insurance owners retain coverage, underwriting and claims decisions. Test the specific workflow and evidence.
Healthcare
Separate administrative support from clinical decisions and physical care. The example is not evidence that a clinical or administrative task is safe to automate.
Energy & Utilities
Field access, operating conditions and safety authority shape the work. Evaluate proposed monitoring or planning support against those requirements.
Manufacturing
The example includes plant operations and hands-on work. A lower weighted score says nothing about business importance or whether a team is prepared for its responsibilities.
How the NTI Is Calculated
A transparent, reproducible formula.
NTI Formula
NTI = (Automate% × 5.0 + Augment% × 3.0 + Human-Only% × 1.0) / 100
Automate weight
5.0
Tasks classified as automation candidates
Augment weight
3.0
Tasks classified for AI support
Human-only weight
1.0
Tasks assigned to people in the design
Worked example
Illustrative mix: (35 × 5 + 50 × 3 + 15 × 1) / 100 = 3.4
Data source
The published corpus review dated 18 June 2026 distinguishes posting-task records, occupational references and workflow records. They are separate evidence sources. The examples here demonstrate the formula; their percentages should not be presented as results from the complete corpus.
What the weights mean
The weights describe the proposed division of work. They do not measure whether an agent is correct, whether people can handle exceptions or whether the workflow is accepted for operation. Keep those assessments separate and inspect the underlying task decisions.
Tier comparisons change the modelling assumptions. Enterprise context can affect a design, but does not establish a fixed score increase or readiness. Review the assumptions in the capability-tier comparison in Explore before comparing results.
How to Use the NTI
Three audiences, three uses.
COO / CEO
Examine the work. Use a task map to identify where a proposed design differs from today’s process. A score difference does not reveal what a competitor has deployed.
CFO
Assess operating impact separately. Collect actual task volumes, review effort, correction rates and costs against a comparable baseline. A change in weighted score cannot be converted directly into money.
Analysts & Investors
Compare like with like. Before comparing scores over time, check that the task population, rules and evidence are comparable. A classification change is not proof of adoption.