Work Transformation

Reimagine how people and agents work together.

Start with work your enterprise needs to improve: generating invoices, enriching leads or testing a website. Define what people and agents will do, what your team needs to build, and how to check it. Shape the project and environment around your systems, data, business rules and handoffs.

Selected workflow: Student account access and service-case resolution

Discuss Your Workflow Browse Workflow Data

Work transformation in practice

What work do you want to change?

Build on the work your people already do. These examples show how software delivery, testing and business teams could add AI capabilities, what they would produce and what needs checking.

Software engineering and QA

Build a website-testing agent

What changes: Your team builds an agent that exercises agreed journeys, runs executable checks and records failures. Engineers verify findings and decide what to fix.
Bespoke to your enterprise: Your test application, user journeys, access boundaries and release criteria.
What the team produces: A testing agent, repeatable checks and a failure report.

Read the testing-agent guide

IT services and software delivery

Build a software factory

What changes: Your team builds a repeatable process in which agents prepare changes, independent checks test them and engineers review the result before release.
Bespoke to your enterprise: Your client requirements, repository, dependencies, coding standards and release controls.
What the team produces: A build process, reviewable software changes, test results and a record of failures and repairs.

Read the software-factory guide

Finance operations

Generate invoices with AI

What changes: Your team builds or configures a workflow to prepare invoice drafts and surface missing details. People resolve exceptions and approve issue.
Bespoke to your enterprise: Your order data, billing rules, accounting interfaces and approval limits.
What the team produces: An invoice workflow, checked drafts and an exception queue.

Read the invoice guide

Illustrative examples for scoping, not customer results or a fixed catalogue.

How we reimagine work

For invoice generation, a faster draft means little if the order, tax treatment or approval is wrong. For website testing, more test runs mean little without meaningful assertions and reproducible defects. Start with the result and quality your enterprise needs, then agree what people and agents will do differently. Map the relevant systems, records, rules, exceptions and handoffs with the people doing the work.

Define the shared work

Map the actual workflow with its owner: inputs, systems, decisions and exceptions. Agree what needs to improve and what must stay correct.

People and agent responsibilities
Decision ownership
Existing tools and constraints

Build and try the changed workflow

Your team builds or configures the agreed agent, automation or connected workflow. Run representative cases in a bespoke environment and examine the handoffs.

Workflow simulations within the environment
Failure and recovery scenarios
Existing approved tools or a scoped environment

Prepare for new responsibilities

Prepare people to build, configure, direct and review AI at the depth their work requires. Technical and functional teams both work on concrete projects.

Role preparation
Project Readiness
Human judgment and agent supervision

Review distinct evidence

Assess human capability, scope agent behaviour evaluation separately, and have your operating owner accept the shared workflow.

Agreed assessment criteria
Separate agent evaluation scope
Review when capabilities change

Try the approach on one workflow

Use a public or fictional workflow to explore an AI proposal for its decisions, responsibilities and handoffs. Review the proposed design with your domain experts. Discuss enterprise-specific analysis and preparation with Nuvepro.

Make the changed work practical in your enterprise

Agree a bounded work product: an invoice workflow with exception handling, a testing agent with defect evidence, or another output your team needs. Define who configures or builds it, what Nuvepro supplies, and who reviews and operates it. Projects and business environments represent the systems, data, rules and shared state needed to build, simulate and evaluate that work. Reuse suitable approved tools and test systems, with additional configuration or development agreed in scope.

Review two questions separately: does the environment faithfully represent the agreed work, and was the work performed correctly? Assess human capability and agent behavior with distinct criteria. Your operating owner reviews the shared workflow and decides what evidence is needed before use.

Evaluate existing agents in your workflow context Prepare People for the Redesigned Work See the 6 to 8 Week AI Bootcamp Understand the New Workforce No team to build it? See custom AI development Open the Platform

Task Intelligence is the framework behind the analysis. Explore the public data, then agree the workflow and preparation scope with us.