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App Corp
Full-service software engineering
Engineering your experience…
App Corp
Full-service software engineering
Engineering your experience…
Close faster, forecast sharper, and stay audit-ready on autopilot
An AI finance assistant that automates reconciliations, flags anomalies, drafts variance commentary, and forecasts — giving your finance team a sharper, faster close.
30–50%
Close time reduced
-80%
Reconciliation effort
Near-zero
Duplicate payments caught
5–7 wks
Deployment time
Finance teams spend the month manually reconciling accounts, chasing discrepancies, and writing commentary that nobody reads until it's wrong. The close drags, and forecasting relies on gut feel.
We build AI finance assistants that work alongside your finance stack: they automate bank and subledger reconciliations, detect anomalies and duplicate transactions, draft variance commentary against budgets and forecasts, and build rolling forecasts from your actuals and external signals.
Everything the assistant does is explainable and audit-ready — every flag links back to the transaction, every forecast shows its assumptions, and your accountants keep full control over what posts to the ledger.
Bank, credit-card, and subledger reconciliations automated with fuzzy matching for split payments and foreign exchange — matching exceptions surfaced for human review only.
Transaction-level anomaly detection against learned baselines — duplicate payments, unusual vendor patterns, out-of-policy spend — with evidence-backed flags for review.
Draft variance analysis against budget and forecast automatically — what moved, why, and by how much — ready for your sign-off, not written from scratch.
Forecast models built from your actuals, seasonality, and external signals, with scenario planning (what-if) and driver-based sensitivities your CFO can actually use.
Native sync with NetSuite, QuickBooks, Xero, SAP, and custom ledgers — the assistant reads live data and writes only what you approve to post.
Every automation produces an evidence trail — source documents, matching logic, assumptions, and approvals — packaged for internal and external audit.
We review your chart of accounts, reconciliation process, close calendar, and forecasting method to identify the highest-leverage automations and define what requires approval.
The assistant is connected to your GL and bank feeds, tuned to your chart of accounts, and validated against a historical period — comparing its reconciliations and flags against what actually happened.
The assistant runs alongside a live monthly close, with your team reviewing every output. We measure time saved per reconciliation and tune thresholds to eliminate false flags.
The assistant takes over the automated close workload, forecasting is switched on, and your finance team gets an ops runbook plus ongoing accuracy monitoring.
Many of our best projects combine two or more services from the list below.
Let's build something great
Book a free 45-minute scoping call. Walk away with a clear picture of what we would build, how long it would take, and how much it would cost — regardless of whether you move forward.
Average response time: 2 business hours. No commitment required.
"App Corp delivered a production-ready AI platform in 11 weeks that our internal team estimated would take 9 months. The architecture is clean, the docs are thorough, and the product works exactly as specified."
Emily Park
CTO, PetScreening
50+
MVPs
98%
Retention
10wk
Avg. launch