AI-native service operations

The AI workforce for professional services.

Neuwark builds and operates AI workforces that complete the intelligence-heavy work behind the world's largest service industries—with experts in control.

Outcome-led deliveryHuman judgment built inEnterprise controls

Financial close workforce

Illustrative workflow

In progress

1,284

Items processed

96.8%

Auto-completed

43

Hours returned

Workflow progress

82% complete

Ingest documentsComplete
Reconcile transactionsComplete
3Review anomaliesIn progress
4Expert approvalQueued

Judgment checkpoint

Human review

3 material exceptions routed with full case context.

More spent on services than software

$13T

US labour market opportunity

24/7

Continuous workflow coverage

1

Accountable operating partner

The category shift

Software stored the work. Now it can perform it.

For decades, systems digitised records while people still read, checked, called, classified, chased, and coordinated. Neuwark moves beyond the system of record to become a system of action—responsible for a measurable outcome.

Traditional software

Client
Service firm
Human team
Tools

The customer buys seats and tools. People remain responsible for every step.

The Neuwark model

Client
AI workforce
Experts
Outcome

The customer buys completed work. AI executes; experts govern judgment and risk.

AI workforces by industry

One operating platform. Eight service industries.

Start with a high-volume, intelligence-heavy workflow. Prove the outcome. Expand into adjacent work as your operational intelligence compounds.

01

Accounting & Audit

Close the books with greater speed and control.

Process documents, reconcile transactions, identify anomalies, and move exceptions to the right expert.

Financial closeAudit support
02

Healthcare

Give care teams more time for care.

Run intake, scheduling, patient communication, follow-up, and non-clinical operational workflows.

Patient accessRevenue cycle
03

Claims

Move claims from intake to resolution.

Collect evidence, review policy details, identify missing information, and coordinate every party.

Claims intakeCase handling
04

Tax

Scale tax intelligence across jurisdictions.

Research rules, analyse financial information, prepare documentation, and monitor regulatory change.

Tax researchCompliance
05

Legal

Turn legal queues into completed workflows.

Review contracts, conduct research, organise evidence, support intake, and route matters for judgment.

Contract reviewLegal intake
06

Supply Chain

Create leverage across every supplier.

Discover vendors, compare proposals, monitor contracts, and act on procurement exceptions.

ProcurementSupplier operations
07

Consulting

Compress weeks of research into days.

Gather market intelligence, benchmark companies, build business cases, and monitor change.

ResearchBusiness intelligence
08

Recruitment

Move talent through the funnel, continuously.

Search, match, screen, engage, schedule, and coordinate high-volume hiring workflows.

Talent sourcingHiring operations

How work gets done

Understand. Reason. Act. Improve.

AI workers do more than answer questions. They operate inside the workflow, keep the record current, and know when a professional needs to take over.

Judgment stays accountable

Define thresholds, approval rights, escalation paths, and qualified-review requirements for every workflow.

Understand

01

Connect policies, records, documents, knowledge, and customer context.

Reason

02

Interpret goals, rules, history, intent, and constraints for each case.

Act

03

Communicate, analyse, use tools, update systems, and advance the work.

Improve

04

Turn outcomes and expert feedback into better execution over time.

The workforce platform

Built to operate the work—not demo the technology.

Every Neuwark workforce runs on a shared enterprise platform for context, execution, governance, and continuous improvement. You get one accountable operating layer instead of a collection of disconnected AI tools.

Outcome-based

Measure completed work

Model-flexible

Use the right intelligence

Human-governed

Keep experts in control

Integration-ready

Fit your operating stack

Agent orchestration

Coordinate specialised workers across complex, multi-step processes.

Knowledge & context

Ground every action in approved enterprise information.

System integrations

Work inside the business systems your teams already depend on.

Human expertise

Route judgment calls, approvals, and exceptions to accountable experts.

Governance & evaluation

Trace decisions, test quality, and control permissions by design.

Outcome intelligence

Measure work by cycle time, quality, cost, and business result.

A different commercial model

Not another copilot. An accountable AI workforce.

ModelCopilot softwareNeuwark workforce
ValueHelps a person workCompletes the workflow
OperationWaits for instructionsActs toward an outcome
ScaleOne tool per userCoverage across the organisation
EconomicsPriced by seatsMeasured by work and results
ResponsibilityCustomer runs the processNeuwark operates with experts

Build what comes next

Your next workforce may not need another seat.

Bring us one high-volume workflow, the systems it touches, and the outcome that matters. We'll design the path from AI-assisted work to AI-native execution.

Discover · Design · Prove · Operate · Expand