Nuvepro - Task Intelligence for the Enterprise
Task Intelligence

We classify every task in your organization. Then we redesign the work and get your people ready for the new version. First role live in 4 weeks.

Every job is a set of tasks. We classify each one: what AI should own, what humans and AI do together, and what stays human. The workflows change. Your people are ready. Your capacity is unlocked.

See How It Works
1.8M tasks classified2,400+ companies analyzed81 industriesFirst role live in 4 weeks

Classify the Work. Build the AI. The Work Changes.

Three steps. Task-level.

1

Classify the Work

Every task in a department, classified: what AI should own, what humans and AI do together, and what stays human. Backed by 1.8M tasks already classified across 81 industries.

Invoice processingAgent
Contract reviewHuman + AI
Brand strategyHuman only
See the framework
2

Build the AI

Your people get ready to operate the new model. Two tracks, matched to what each role needs.

BUILD WITH AIConfigure, connect, and create AI workflows
WORK WITH AISupervise agents, handle handoffs, apply judgment
ResultEveryone project-ready, validated with assessments
See readiness tracks
3

The Work Changes

Workflows now run on AI or human + AI. Your people are operating the new model. Hours are freed and redeployable. You measure the change and expand to the next department.

12 hrs/weekreclaimed per person
0.3 FTEfreed per person for higher-value work
$22K/yearcapacity unlocked per role
See how your tasks classify

This is what the audit produces

Every task in a department, classified. Engineering or business function, technical or non-technical.

Invoice ProcessingFinance
Automate
4h→30m
Resume ScreeningHR
Automate
6h→30m
Tier-1 SupportCustomer Success
Automate
8h→1h
Contract ReviewLegal
Augment
6h→2h
Code ReviewDevelopment
Automate
4h→30m
Brand StrategyMarketing
Human only
-
+ 21 more tasks across 6 departments73h saved/week
Pick a business function. We'll classify the tasks.

What Changes

Three steps. Three outcomes.

The audit produces more than a list. It produces a redesigned workflow, a clear human-AI split, and measurable impact.

01

Workflow Reimagined

How the work gets done

The task remains, but the steps to complete it change. What was sequential becomes parallel. What took a morning takes minutes. Every process map is redrawn from the task classification.

Developer

Code first, then write tests, then review

Code, tests, and review run in parallel

Salesperson

Manually check customer news each morning

AI monitors 24/7, delivers summary by 8 AM

Recruiter

Screen 200 resumes over 2 days

AI shortlists 15 in minutes, human validates fit

Accountant

Manual reconciliation across 3 systems

AI reconciles, human reviews exceptions only

02

Workforce Reimagined

Who does what

Every task classified: automate, augment, or human-only. Your people see exactly what changes in their role and why. No ambiguity about what AI handles and what stays human.

Task (B2B Sales Rep, 30 tasks)Classification
Prospect researchAutomate
CRM data entryAutomate
Follow-up schedulingAutomate
Proposal draftingAugment
Objection handling prepAugment
Contract negotiationHuman only
Relationship buildingHuman only
+ 23 more tasks classified. 8 automate, 16 augment, 6 human-only.
03

Balance Sheet Reimagined

What it's worth

Hours freed becomes capacity. Capacity becomes measurable impact. Per role, per department, per organization. Not projections. Real numbers from your actual workforce.

12 hrs
freed per person per week
from automated + augmented tasks
0.3 FTE
capacity unlocked per person
redeployable to higher-value work
$22K
capacity unlocked per year
per role, compounding at scale
4 weeks
first role live
then expand to next department

The math: hours freed per week × hourly loaded cost × headcount = annual impact. Per role, per department, per organization.

See the numbers for 894 occupations

Built for every business function

From customer service to compliance. Our platform adapts to your workflows.

Customer Service
60%→95%
Sales & Lead Qualification
12%→34%
Contract Review
5 days→4 hours
Regulatory Compliance
72%→100%
Software Development
4 hrs→30 min
Data Analysis & Reporting
2 weeks→2 hours
Technical Support
24 min→8 min
Predictive Maintenance
Reactive→Predictive
Quality Control & Defect Detection
Manual→Real-time
Production Planning & Scheduling
Weekly→Continuous
Autonomous Fleet Supervision
1:1→1:5
Industrial Safety & Compliance
Periodic→Continuous

“Nuvepro helped us identify exactly which skills our workforce needed to work alongside AI - and then trained them on it at scale.”

Harshvendra Soin

Global CPO & Head of Marketing, Tech Mahindra

“Learning without hands-on practice in realistic environments isn't learning. Nuvepro solved that for us.”

Janardhan Santhanam

Global Head, Talent Development, TCS

“Our teams needed hands-on practice in the environments they'd actually be deploying to. Nuvepro delivered that.”

Sreekanth Menon

AI/ML Global Practice Lead, Genpact

Don't have the team to build agents? We do.

Two ways to work with us. Pick one, or combine both.

We Train Your People to Build

Your people learn to build and run agents themselves. Hands-on Readiness Bundles, GenAI Sandboxes with real scenarios, EASE assessments to validate they're project-ready. They come out building, not just using.

+Build with AI track: prompt engineering to deployment
+Work with AI track: supervision, validation, judgment
+EASE certification for each role
+Practice on your actual workflows in GenAI Sandboxes

We Can Also Build the Agents

Don't have the capacity yet? Our team builds production-ready agents for your classified tasks. Tested in GenAI Sandboxes, deployed with handoff protocols. Your people learn to supervise and improve them over time.

+Task-level agent design from your audit
+GenAI Sandbox testing with your data patterns
+Handoff protocols between agent and human
+Your team trained to supervise and improve

The gap today

88%
of workers don't trust their employer to prepare them for AI (Guild)
$8.5T
in unrealized revenue by 2030 from talent shortages (Korn Ferry)
30%
of workers have zero AI task coverage (Anthropic, 2026)
4 weeks
from kickoff to results for one job role

Every Quarter You Wait, the Tool Spend Grows. The Productivity Doesn't.

Jobs don't disappear with AI. They get redesigned. What's been missing is analyzing every job at the task level. That's what Nuvepro does.

See the Full Framework

Frequently Asked Questions

The tools work fine. Your workforce wasn't redesigned to use them. Nobody defined which tasks agents should own, which humans should keep, or how handoffs work. Your people have Copilot licenses and don't know what to do differently. Nuvepro fixes the operating model: we audit the work, define the split, and get your people ready to be productive with the tools you already own.
AI-augmented: you gave your people Copilot. They use it sometimes. The work hasn't changed. AI-first: you've divided the work. Agents own what they're good at. Humans own what requires their expertise. There are defined handoffs. You're measuring results at the department level. Most companies are stuck at augmented.
4 weeks to deliver a redesigned, operational role in a department. Week 1-2: we interview your people and classify every task for that role. Week 2-3: leadership reviews the split and we design the readiness plan. Week 3-4: your people start operating in the new model. Once that role is proven, you expand to the next role, then the next department.
Roles evolve. They get more strategic. Routine tasks move to agents and your people move to supervision, strategy, and the judgment calls that need their expertise. The person who processed invoices becomes the person overseeing the invoice agent. Their knowledge is what makes the agent work. New roles like AI Supervisor and AI Engineer emerge, and your existing people are the best candidates because they know the business.
It's baked into every engagement. We prepare managers first. They learn the audit results, the new work split, and how to talk to their teams about it. We design the rollout: what to say, when, and how. Your people hear about the change from their manager with context, not from a company-wide email. This is an organizational change, not just a training project.
A consulting firm gives you a strategy deck. We give you a project-ready workforce. We do the audit, design the new operating model, and deploy it through GenAI Sandboxes where your people build agents, practice supervision, and validate competency. You get a productive workforce, not a PDF.