Across the enterprise:

1,00,000+

Workflows mapped

Use Cases:

1000+

Agents:

10,000+

Find the work worth automating

AP invoice & exception processing

Clear invoice exceptions across ERP, email, and portals.

Example

Digital workers match invoices, resolve exceptions, and post entries—without analyst touches.

Result

−70% manual effort

invoices cleared autonomously

Match invoices, POs, and receipts

Resolve mismatches autonomously

Post clean entries into ERP

Route true disputes to reviewers

Log every action for audit

Month-end close acceleration

Accelerate close with autonomous reconciliations and journal prep.

Example

Reconciliations, accruals, and matching run overnight. Controllers review exceptions, not spreadsheets.

Result

−40% close cycle time

days back every month

Execute account reconciliations overnight

Prepare journals and accruals

Auto-match intercompany transactions

Flag anomalies for controller review

Track close progress in real time

Order-to-cash reconciliation

Keep billing, collections, and payment posting in sync across systems.

Example

Payments post against open invoices across bank portals, ERP, and billing tools with no manual matching.

Result

−60% unapplied cash

faster, cleaner posting

Post payments against open invoices

Reconcile bank, ERP, and billing

Trigger dunning on structured logic

Resolve short-pays autonomously

Maintain a full audit trail

Service desk execution automation

Resolve L1 tickets end-to-end, not just route them.

Example

Password resets, access requests, and standard fixes execute in backend consoles with zero engineer touches.

Result

−65% L1 resolution time

tickets closed autonomously

Match invoices, POs, and receipts

Resolve mismatches autonomously

Post clean entries into ERP

Route true disputes to reviewers

Log every action for audit

Access provisioning & deprovisioning

Execute joiner, mover, and leaver access changes across every system.

Example

A leaver's access is revoked across 20+ applications within hours, with evidence logged for audit.

Result

−90% provisioning lag

same-day access changes

Revoke leaver access same day

Bridge applications without APIs

Evidence every change for audit

Cut standing-access risk

Same-day access changes

Incident response & escalation orchestration

Detect, triage, and execute incident runbooks across monitoring tools.

Example

Known incidents trigger runbooks for restarts, health checks, and comms while engineers focus on novel failures.

Result

−50% resolution time

runbooks executed autonomously

Detect incidents across monitoring stacks

Execute runbooks autonomously

Escalate on structured thresholds

Update stakeholders in real time

Log every step for postmortems

Onboarding & 
offboarding execution

Run every joiner and leaver step across HRIS, IT, and payroll.

Example

New-hire setup—accounts, equipment, payroll, and compliance—completes before day one, with no checklist chasing.

Result

−80% onboarding effort

day-one ready, every hire

Execute joiner steps across systems

Sync HRIS, payroll, and IT

Track completion in real time

Close leaver steps same day

Keep records audit-ready

Employee query 
resolution

Resolve policy, payroll, and benefits queries with executed actions.

Example

Leave-balance corrections and letter requests execute directly in the HRIS — not just answered with a link.

Result

−60% HR ticket volume

queries resolved, not routed

Resolve queries with executed actions

Pull answers from policy sources

Update HRIS records directly

Escalate sensitive cases to humans

Standardize response quality

Payroll & benefits data administration

Keep payroll inputs accurate across HRIS, time, and benefits systems.

Example

Payroll changes validate and sync across systems before each run — no last-minute correction cycles.

Result

−75% input errors

clean runs, every cycle

Validate payroll inputs pre-run

Sync changes across systems

Reconcile benefits deductions autonomously

Flag anomalies before payday

Evidence every change for audit

Case triage & routing


Classify and route every case with consistent, structured logic.

Example

Cases route by product, severity, and entitlement in seconds — no queue-watching or manual triage.

Result

−70% assignment time

first touch in minutes

Classify cases on structured logic

Route by severity and entitlement

Deduplicate and merge tickets

Prioritize SLA-risk cases first

Keep queues continuously clean

Support resolution orchestration

Execute the backend steps that actually close customer issues.

Example

Refunds, account fixes, and configuration changes execute across admin consoles while agents stay with the customer.

Result

−55% resolution time

issues closed, not escalated

Execute backend resolution tasks

Bridge admin consoles without APIs

Update customers automatically

Handle structured exceptions autonomously

Log every action for QA

SLA & backlog recovery

Absorb volume spikes and keep every SLA green.

Example

Digital workers clear backlog queues overnight and flex with seasonal peaks — no surge hiring.

Result

+25% SLA adherence

backlogs cleared overnight

Absorb peak-load processing spikes

Eliminate processing backlog queues

Track SLA compliance in real time

Maintain consistent execution quality

Flex capacity without hiring

Quote-to-cash 
execution

Move deals from quote to invoice across CRM, CPQ, and ERP.

Example

Closed-won deals trigger orders, billing, and provisioning automatically—no rekeying between systems.

Result

−60% quote-to-invoice

deals booked same day

Sync CRM, CPQ, and ERP

Create orders from closed-won triggers

Validate pricing and approvals

Eliminate rekeying between systems

Track every deal's status live

Channel partner & 
incentive operations

Run partner onboarding, claims, and incentive payouts autonomously

Example

Partner rebate claims validate against agreements and post for payment without analyst spreadsheets.

Result

−50% incentive cost

payouts on time, every cycle

Onboard partners across portals

Validate claims against agreements

Calculate incentives on structured rules

Post payouts for approval

Keep partner data in sync

Renewal & contract lifecycle automation

Execute renewals, amendments, and true-ups before they slip.

Example

Renewal packets, quotes, and reminders generate ahead of every renewal date — nothing slips through.

Result

−90% missed renewal

renewal leakage cut

Track renewal dates across systems

Generate quotes and packets early

Execute amendments and true-ups

Alert owners on structured risk

Sync contract data everywhere

Knowledge capture & 
SOP generation

Capture how work actually happens before teams transition.

Example

Observation converts weeks of shadowing into task-level SOPs and value-stream maps within a week.

Result

−85% documentation

SOPs from observed work

Capture human execution patterns

Convert observation into SOPs

Map value streams automatically

Baseline effort and volumes

De-risk knowledge walkouts

M&A integration acceleration

Execute cross-entity migration and alignment tasks at deal speed.

Example

Entity data migrates and approval workflows align across both companies' systems without waiting on integrations.

Result

−40% integration time

synergies realized sooner

Orchestrate cross-system migration tasks

Align approval workflows across entities

Deploy temporary integration bridge layers

Reduce post-merger execution friction

Maintain full compliance visibility

Interim system bridging

Bridge old and new systems while migrations and TSAs run.

Example

Digital workers keep legacy and target systems in sync during cutover — no throwaway integration builds.

Result

−70% interim run cost

zero throwaway integrations

Sync legacy and target systems

Execute tasks without APIs

Keep data consistent during migration

Retire bridges cleanly post-cutover

Log every action for auditability

Vendor onboarding & master data governance

Onboard vendors and keep master data clean across systems.

Example

Vendor records validate, deduplicate, and sync across ERP and procurement portals autonomously.

Result

−65% onboarding time

clean master data, always

Validate vendor data at intake

Screen against sanctions lists

Sync records across ERP systems

Deduplicate master data continuously

Evidence every change for audit

PO & goods-receipt exception resolution

Clear PO, receipt, and invoice mismatches before they block payment.

Example

Three-way-match failures resolve autonomously via structured rules — only true disputes reach buyers.

Result

−70% match escalations

buyers freed from firefighting

Resolve three-way-match failures

Chase confirmations across portals

Update POs on structured logic

Escalate true disputes only

Keep spend audit-ready

Order & shipment exception management

Handle delays, damages, and failed deliveries across carrier portals.

Example

Delay notices trigger rebooking, customer updates, and claim filings across carrier portals automatically.

Result

−50% handling time

exceptions worked in minutes

Monitor shipments across carrier portals

Rebook and reroute autonomously

File claims with evidence attached

Update customers in real time

Bridge disconnected web portals

Regulatory filing & 
portal automation

Execute filings across regulator portals with zero missed deadlines.

Example

Recurring filings compile, validate, and submit across regulator portals with evidence archived automatically.

Result

100% on-time filings

zero missed deadlines

Compile filings from source systems

Validate data before submission

Submit across regulator portals

Archive evidence automatically

Track deadlines in real time

Audit evidence & 
reporting

Collect, organize, and produce audit evidence on demand.

Example

Control evidence collects continuously from source systems — audit requests answered in hours, not weeks.

Result

−80% audit prep effort

always audit-ready

Collect evidence from source systems

Map evidence to controls

Produce audit packs on demand

Log every action immutably

Cut audit firefighting cycles

Contract & obligation lifecycle management

Track contract obligations and execute the follow-through.

Example

Delay notices trigger rebooking, customer updates, and claim filings across carrier portals automatically.

Result

−60% obligation missed

no silent breaches

Extract obligations from contracts

Trigger owner tasks automatically

Track renewals and expiries

Sync terms across systems

Evidence compliance continuously

Global workflow standardization

Standardize how the same process runs across regions and centers.

Example

Task-level observation reveals variant drift across centers — one best-practice workflow deploys globally.

Result

−45% process variants

one global standard

Observe variants across centers

Identify the best-practice path

Deploy one standard workflow

Measure adherence continuously

Cut training and rework

Workforce capacity augmentation

Add digital workers alongside teams to absorb volume growth.

Example

Digital workers take the repetitive tail of every queue — workload growth absorbed without added headcount.

Result

+30% team capacity

no added headcount

Deploy digital workers alongside teams

Absorb peak-load processing spikes

Eliminate processing backlog queues

Maintain consistent execution quality

Improve cost-per-transaction economics

SLA & throughput optimization

Lift throughput and keep every SLA green across service lines.

Example

Queues rebalance and repetitive steps execute autonomously — exception rates and cycle times drop together.

Result

+35% throughput

SLAs green, costs down

Track SLA compliance in real time

Execute repetitive steps autonomously

Rebalance queues on demand

Cut exception rates measurably

Report throughput gains live

How Worktrace turns Quote‑to‑Cash into a build-ready spec

Observed work

Worktrace captures how the team moves a quote across CRM, CPQ, and ERP, including variants and edge cases.

Opportunity found

The workflow is clustered, ranked by impact and LLM readiness, and tied to a revenue KPI.

Blueprint generated

A build-ready agent spec is produced: inputs, outputs, tools, guardrails, 80 to 85% complete.

Observe
Optimize
Automate

Agents ready to export

Workflow automations

Automations that are ready-to-export into a workflow builder of your choice.

System Level Prompt (SLP)

Role definition, constraints, output format, and guardrails. Ready to copy into any LLM-based agent builder.

Inputs & Outputs

Trigger events, input formats, expected outputs — all mapped from your real workflows.

Implementation Requirements

Technical prerequisites and deployment checklist. Which APIs need access, permissions required, and a phased rollout plan.

PII redaction
Sensitive data is automatically redacted before it reaches our analysis. Names, IDs, and personal identifiers are stripped at the source.
Allowlist and denylist
Control exactly which applications are observed. Your IT team defines the rules — Worktrace follows the list, no exceptions.
On-premise deployment
Deploy entirely within your infrastructure. Your data never leaves your network. Compatible with AWS, Azure, and GCP.
No productivity tracking
We observe workflow patterns, not individual performance. No time tracking, no keystroke counting. Team-level insights only.

Don't See Your Use Case?

Talk to our team to explore how we can automate your specific operational challenges.

Email us at:

hello@worktrace.ai