Use cases

Built for the workflows that still live in spreadsheets and exports.

Concrete automation and agent patterns across finance ops, RevOps, supply chain, HR, customer service, and IT support.

What buyers want:

  • Less manual work, fewer errors, better auditability.
  • Lean delivery, no new platform to manage.
  • Deployment inside their cloud with clear guardrails.

Finance Ops

Invoice ingestion

Normalize formats, validate totals, enrich, and push to GL with exception packs.

Subledger vs GL

Automated reconciliation with evidence files and owner routing.

Accrual prep

Pulls, checks, and templates for monthly accruals and journals.

Expense audits

Policy checks, duplicates detection, and sampled evidence trails.

KPI packs

Scheduled, formatted packs with sources and sanity checks.

Payment files

Generation with checksum validation and approval logging.

Operations & Supply Chain

PO matching

Three-way checks with tolerances and exception routing.

Inventory adjustments

Validate CSV uploads, prevent duplicates, log who approved.

Exception queues

Runbook-driven queues with agent summaries and nudges.

Vendor scorecards

Automated pulls, cleans, and standardized outputs.

Logistics reconciliations

Carrier vs WMS vs billing reconciliations with evidence.

Inventory forecasting prep

Rollups, constraints checks, and workbook generation.

Revenue Ops

Pipeline hygiene

Exports checked for stage drift, missing fields, and owner alerts.

Renewal packs

Assemble data, calculate risk flags, and deliver formatted decks.

Billing checks

Usage vs invoice reconciliation with alerts for anomalies.

Quote QA

Guardrails on discounting, term checks, and approvals logging.

RevRec prep

Schedule pulls, validations, and journal-ready outputs.

Status agents

Summaries of pipeline changes, risks, and tasks to owners.

HR & People Ops

Joiner/mover/leaver

Checklists, provisioning/deprovisioning steps, and audit logs.

Payroll checks

CSV validations, variance checks, and approval evidence.

Policy compliance

Automated status reporting with agent follow-ups.

Customer Service

Case triage agents

Summaries, priority tags, and routing within approved bounds.

CSAT/QA sampling

Automated sampling with evidence and exception queues.

Root-cause packs

Data pulls + workbook outputs for recurring issues.

Internal IT / Enablement

Access reviews

Evidence-ready reviews with exceptions and attestations.

Backup checks

Scheduled verification, logs, and alerting.

Runbook agents

Guardrailed internal Q&A on runbooks and SOPs.

What changes for you.

  • Hours back every week from reconciliations and pack prep.
  • Lower error rates and faster exception handling.
  • Audit-ready evidence with minimal overhead.
  • Less vendor management—no platform to administer.

Deliverables per use case

  • Design and guardrail definitions.
  • Jobs and/or agent code in your repo.
  • Deployment scripts, IAM map, env config.
  • Runbooks, dashboards/alerts where relevant.

Have a spreadsheet-driven workflow in mind?

Send the export and the pain points. We’ll respond with a lean approach and a fixed-scope option.

Book a workflow review Pricing approach