Reported operating use
Buyer sourcing, deal coordination, diligence and banker materials
OffDeal · Investment banking and M&A advisory
Production internal banking workflows; daily production-data benchmarking reported by its co-founder/CTO.
Work Transformation · Real enterprise work
Workflows people and agents can build together.
Generate invoices. Research leads. Test a website. Review a contract. See what organizations and AI labs report, how the work changes, and what a simulation needs in your enterprise.
These examples are starting points for bespoke work, not ready-made Nuvepro products. Reported deployments, earlier-stage examples and our illustrative build guides are labelled separately. Your systems, data, rules and accountable owners determine the project.
Bring your workflowHow do I build this for my enterprise?
Practical design guides cover the inputs, build steps, illustrative outputs and checks. Use them to define what your team needs to build, configure and learn.
Practical guide
How do I generate invoices with AI?
Build an invoice-preparation workflow around approved orders, billing rules, draft invoices, exception handling and human approval in your enterprise.
Read the guidePractical guide
How do I enrich leads and prepare outreach with AI?
Design a lead-enrichment and reviewed-outreach workflow using approved sources, CRM field evidence, conflict handling, draft messages and clear sales ownership.
Read the guidePractical guide
How do I build an agent to test a website?
Build a website-testing agent around real user journeys, a controlled test environment, executable assertions and reproducible defect evidence. Scope it to your enterprise.
Read the guidePractical guide
How do you build an agentic workflow for your enterprise?
Design an agentic workflow around real enterprise work: inputs, tools, decisions, state, human approvals, exceptions and evidence that the output is correct.
Read the guidePractical guide
How do you build an AI software factory for enterprise work?
Design a repeatable AI software factory with a defined product, versioned inputs, build stages, independent verification, bounded repair and human release ownership.
Read the guidePractical guide
How do I fine-tune a model for enterprise work?
Decide whether fine-tuning fits the work, prepare separate training and evaluation data, compare a baseline, inspect failures and scope the enterprise handoff.
Read the guideWork reported by labs and other sources
Each source example links to the published account. The business-environment design and proposed checks are our interpretation for enterprise practice, not evidence that Nuvepro delivered that implementation. Source reports are not independent outcome audits.
Sources reviewed through 27 October 2026. Some accounts describe pilots or earlier releases; each entry retains its reported scope.
62 source examples shown
Limited published evidence
Service investigation and dashboard creation across telemetry tools
Grafana Labs · Observability and IT operations
Published account: Implemented private preview; broad general-availability/production adoption is not established by the cited page.
Reported operating use
Retrieve scientific records, assess documentation gaps and draft regulatory documents for expert review
Bluenote · Life sciences operations
Operational customer use reported; Guardant Health is a named adopter.
Limited published evidence
Scientific literature search, evidence assessment, novelty review and report generation
FutureHouse · Scientific research
Published account: Implemented scientific-research platform and agents; Phoenix is experimental, and wider public access was still planned in the source.
Reported operating use
Autonomous alert triage, cross-product investigation and remediation recommendations
Trellix · Cybersecurity operations
Launched Wise with customer operational use reported; individual deployed customers and cohort size are unnamed.
Reported operating use
Alert triage, query-based investigation and contextual security records
Panther · Security monitoring
Launched customer-facing security-agent capabilities; exact rollout cohort undisclosed.
Reported operating use
Month-end accrual analysis, financial queries, code-executed calculations and close-checklist integration
Campfire · Accounting and financial operations
Customer-facing accounting capabilities shipped; Ember 1.4 actions corroborated by March 1, 2026 product update.
Reported operating use
Generate creative, configure and deploy advertising campaigns, then allocate budgets across platforms
Advolve · Digital marketing operations
Commercial customer use reported with iFood and Cogna named; future revenue/spend projections excluded.
Reported operating use
Contextualize support requests, take policy-bound actions and route exceptions between AI and human agents
Assembled · Customer support operations
Operational Assist use reported for named customers; current agentic-workflow product describes additional integrated actions and tests.
Limited published evidence
Review application documents, verify identities and transactions, then produce an auditable risk report
Inscribe · Financial risk and fraud operations
Published account: Launched Fraud Analyst with operational use and an unnamed fintech client reported.
Reported operating use
Determine refund eligibility, execute payment-system refunds and resolve support requests
Decagon · Customer service operations
Enterprise support deployments reported for named customers; specific refund action deployment cohort not identified.
Reported operating use
Claims intake, document structuring, rule-bound decisions and authorized human review
DXC Technology · Insurance operations
Operational insurance capabilities used by thousands of DXC insurance staff and carrier workflows; exact per-carrier rollout is undisclosed.
Reported operating use
Buyer qualification, catalog recommendation, test-drive booking and follow-up; seller inspection scheduling; purchase-order review
Cars24 · Automotive marketplace
Production customer-facing voice/chat journeys and internal operating workflows reported; individual internal workflows are not separately quantified.
Reported operating use
Security alert investigation, evidence correlation, detection tuning and proposed remediation
Block · Financial technology / security operations
Operational security investigations and detection tuning; red-team attack/patch timing belongs to exercises.
Reported operating use
Threat investigation, response planning and bounded execution
Sophos · Cybersecurity managed services
Deployed Sophos MDR operations; reported 52% end-to-end case automation within analyst-calibrated authority boundaries.
Reported operating use
Talent-market research and cross-system business analysis
Oracle · Enterprise software / internal business operations
Operating internal talent research and ontology-guided business analysis described; rollout breadth of each workflow is unspecified.
Limited published evidence
Agreement review against precedents and negotiating playbooks; memorandum and tracked-change preparation
Sullivan & Cromwell · Legal services
Published account: Implemented Agreement Analyzer expanded from single-user proof of concept to simultaneous multi-lawyer use; agent-specific runtime architecture remains unproven.
Reported operating use
Refunds, account changes, subscription updates and troubleshooting
Intercom · Customer-service software
Production Fin Tasks model rollout; customer-facing platform use is reported, without named end-customer action breakdown.
Limited published evidence
Continuous delivery/route exception handling and logistics coordination
Nash · Logistics software
Published account: Production long-running agents claimed in September. May original publication separately describes newer autonomic capabilities as private beta with production-volume pilot customers.
Reported operating use
Expense-policy interpretation, transaction review, approval recommendation and escalation
Ramp · Finance software / expense operations
Available Ramp Plus policy-review feature; early customer operating results are reported, although individual customers are unnamed.
Limited published evidence
Claims-trace investigation for escalations; related clinical-record encounter interpretation
Oscar Health · Health insurance
Published account: Actual claims assistant with reported shorter escalation resolution; separate SDK quote says clinical-record automation became production-viable, not that it is broadly deployed.
Limited published evidence
Sales opportunity research, Gong-call synthesis and Slack deal briefs
Rippling · HR/finance software / internal sales
Published account: Implemented sales-opportunity agent reported by an early tester; recurring background work asserted, with no broad deployment cohort.
Reported operating use
Healthcare appointment booking and service-request completion
Practo · Healthcare access / appointment operations
Production customer appointment booking with over 1,000 daily bookings reported by OpenAI in the Ringg customer story.
Reported operating use
Matter-oriented legal research and drafting using specialized agents and trusted sources
LexisNexis Legal & Professional · Legal information / legal workflow software
Customer-used Lexis+ with Protégé platform described; customer innovation-lab prototypes are a distinct development stream.
Limited published evidence
Lead follow-up coverage and weekly executive dashboard
Zapier · Automation software / revenue operations
Published account: Implemented early-testing lead-review/dashboard workflow; ongoing company-wide production breadth unproven.
Limited published evidence
Monthly launch readiness checks across product and go-to-market work
RingCentral · Enterprise communications / product operations
Published account: Implemented early-testing recurring launch-check workflow; broad production rollout not established.
Reported operating use
Freight invoice review and mismatch routing
Dow · Chemicals
Implemented operating freight agent; rollout breadth not quantified.
Reported operating use
Job intake, candidate-record updates and recruiter shortlists
The Adecco Group · Staffing and recruitment
Deployed recruiting workflow, reported April 30, 2026.
Limited published evidence
Student account access and service-case resolution
Wiley · Publishing and education
Published account: Implemented pilot / early use, explicitly described as piloting.
Limited published evidence
Cruise discovery and booking-related customer assistance
Holland America Line · Travel and cruises
Published account: Live US website MVP with phased release to all US visitors; deployment itself is established.
Reported operating use
Personal budgeting, savings goals and bill organization
Starling Bank · Retail banking
Launched phased personal-current-account rollout, March 20, 2026; opt-in.
Reported operating use
Employee transfers, letters, leave and HR escalation
IBM · Enterprise HR
Internal production; multi-agent orchestration added in 2025 to a much older service programme.
Reported operating use
Purchase order intake, quote comparison and accounts payable coordination
StarLink (Infinigate Group) · Technology distribution
Client Zero internal operational implementation; wider partner rollout prospective.
Reported operating use
Codifying clinical policies for governed downstream use
Cohere Health · Healthcare administration
Production policy-digitization application with staged skills releases and production monitoring.
Reported operating use
Mortgage origination/servicing self-service and banker handoff
Rocket Companies · Mortgage finance
Production across several customer channels; further cross-domain collaboration remains future work.
Reported operating use
Voice-network diagnosis and reviewed remediation
One New Zealand · Telecommunications
Operational VoLTE investigation deployment with human review on most action paths; fully closed-loop operation not established.
Limited published evidence
Property due diligence and lawyer-reviewed reports
Orbital Witness · Legal technology
Published account: Early law-firm deployments followed by commercial product; actual use is established.
Reported operating use
Sales email drafting, CRM coordination and pipeline visibility
Anthropic · Sales and customer operations
One of four role views from a single observational Anthropic study, published 16 October 2026. Internal employee use is reported.
Reported operating use
Legal intake, risk scanning and public-copy review
Anthropic · Legal and policy
One of four role views from a single observational Anthropic study, published 16 October 2026. Internal employee use is reported.
Reported operating use
Candidate sourcing, application tracking and recruiting analysis
Anthropic · Recruiting and people operations
One of four role views from a single observational Anthropic study, published 16 October 2026. Internal employee use is reported.
Reported operating use
Purchase-request review
Anthropic · Finance and procurement operations
One of four role views from a single observational Anthropic study, published 16 October 2026. Internal employee use is reported.
Limited published evidence
Well-report extraction and well-history preparation
Petoro and SLB · Oil and gas
Implemented applications with preliminary user testing reported; broad production rollout is not established.
Reported operating use
Merchandising product analysis and operational questions
Walmart · Retail and merchandising
Merchant decision-support assistant reported; autonomous tactical action is described as future capability.
Reported operating use
Agent-assisted model porting and inference optimization
Deepgram and AWS Forward Deployed Engineering · Software engineering
Completed engineering port and evaluated serving integration for offline batch speech recognition. The source does not establish fleet-wide production rollout.
Reported operating use
Investment memo preparation and review against a firm's mandate
Terminal X · Finance
Production custom investment workflows reported; individual investment firms are unnamed in the source.
Reported operating use
Permission-bound incident investigation across cloud tools
Eon · Software and cloud operations
Several months of production use reported for Eon's internal engineering team; external product use remains exploratory.
Reported operating use
Complaint evidence extraction, precedent retrieval and triage preparation
Octave · Regulated manufacturing and life sciences
Reported production use for three months; customer organizations unnamed
Reported operating use
Extract and track contractual delivery obligations
Birlasoft · IT services and contract operations
Reported operating internal delivery workflow
Reported operating use
Validate vulnerability reports and verify candidate patches
PHP Foundation and PHP security team · Software engineering and security
Maintainer-led security work; fixes released 21 October 2026
Reported operating use
Classify failed tests and prepare engineer-reviewed remediation reports
Rescale · Software engineering and QA
Reported production triage of nightly end-to-end test failures; engineers validate the automated first pass.
Reported operating use
Research candidate lists and prepare recruiter submissions
Blue Castle Agency · Recruitment operations
Reported recurring sourcing and submission preparation at a recruitment agency; recruiters handle candidate conversations.
Reported operating use
Revise account-welcome workflows with test-email approval
Vetano · Revenue operations and customer onboarding
Reported operating welcome-email automation at a three-person startup; the founder checks test emails before changes go live.
Reported operating use
Build and reuse AI-assisted chip-verification workflows
Unnamed semiconductor company · Semiconductor engineering and FDE delivery
OpenAI reports production and early adoption across an unnamed customer’s verification use cases; the initial work began in 2025.
Reported operating use
Test agent containment and verify security repairs
OpenAI · AI infrastructure and security
Reported internal security work in isolated copies of research infrastructure; published 23 October 2026.
Limited published evidence
Expand an AI-assisted commercial loan process
Customers Bank · Commercial banking
Reported selected-loan pilot followed by expansion; the 22 October 2026 update does not establish which planned tasks are deployed.
Reported operating use
Investigate analytics workflow failures and model results
Bayer Crop Science · Agricultural R&D and ML operations
Reported production use after a gated launch; more than 100 users across Bayer Crop Science.
Reported operating use
Find vulnerabilities and prepare verified patches for human review
Google · Software engineering and security
Reported internal use; deployment coverage is not quantified in the account.
Limited published evidence
Investigate vulnerabilities and prepare customer-reviewed defenses
Cloudflare · Application security
Early-access service; general deployment and effectiveness are not established by this account.
Reported operating use
Compare monthly restaurant cash transactions with bank deposits
Ted Taylor, independent restaurant franchisee · Restaurant operations and finance
Owner-reported use across three independently operated franchise restaurants; not a chain-wide deployment.
Reported operating use
Assemble coordinated merchandise recommendations
Fanatics · Retail and ecommerce
Reported production use across Fanatics and official sports league stores.
Reported operating use
Convert embedded database queries and verify a subscription-platform migration
The New York Times · Media and subscription-platform engineering
Reported completed production migration of the PLATO subscription revenue platform.
Reported operating use
Investigate security findings across linked code repositories
CodeRabbit · Software engineering and application security
Reported operating use across thousands of repositories and organizations; exact deployment coverage is not disclosed.