PinePop is infrastructure that continuously compares expected state against actual state and detects divergence as it happens.
Missed invoices, pricing mismatches, and under-billed usage go undetected for weeks. By the time a report surfaces it, recovery is expensive.
BI tools summarize what already happened. They don't compare expected state against actual state. They don't reason — they render.
Quarterly reviews catch problems that started months ago. The feedback loop is too slow. Divergence should be detected when it begins, not when it hurts.
Contracts live in one system. Usage in another. Payments in a third. No single layer compares them continuously.
Not a dashboard. Not an assistant. Not a generic copilot. PinePop is a reconciliation layer that sits on top of your warehouse and continuously compares two things:
Contracts. Pricing terms. Usage limits. Service entitlements. What should be true according to your agreements and business rules.
Usage. Invoices. Payments. Costs. Operational signals. What is actually happening across your systems right now.
When these diverge, PinePop detects it — as it happens, not after the quarter closes.
PinePop doesn't dump your data into an LLM. It builds a structured surface layer with guardrails at every step.
PinePop starts with one high-impact use case and delivers first live signals in under 30 days. Then it grows.
Each new data source adds relationships and context. The knowledge graph deepens with every integration.
As business definitions grow, the space for misinterpretation shrinks. Reconciliation becomes more precise.
Every reconciliation refines thresholds. The system learns which patterns produce verified, high-confidence signals.
Business logic isn't trapped in spreadsheets or people's heads. It's encoded, queryable, and continuously applied.
PinePop is built for mid-to-large enterprises that already have a data warehouse and are ready to move from reporting to continuous reasoning.
Detect invoice mismatches, pricing drift, and payment gaps before they compound into material losses.
A reconciliation layer that works with your existing warehouse, not around it. No new pipelines. No data duplication.
Utilization gaps, entitlement drift, and contract–usage divergence surfaced as they happen — not in next quarter's review.
PinePop deploys entirely inside your infrastructure. No data leaves your environment. Security is the architecture, not a feature.
Dedicated instance inside your virtual private cloud. No shared infrastructure. No multi-tenant risk.
Enterprise data never enters language models. All reasoning is structured through validated SQL and bounded schema packs.
Fine-grained permissions mapped to your org structure and identity provider.
Every reconciliation signal, every query, every access event — logged and exportable.
Designed from the ground up to meet SOC 2 Type II compliance requirements.
Every capability exposed via documented APIs. Built for integration, not isolation.
Vision
First live signals in under 30 days. One use case. Then it compounds.