Engines

Eleven engines.
One platform.

Every TotalApp screen is powered by a shared set of backend engines — scoring, auditing, compliance, schema validation, integrations, UI rendering, web ingestion, ML prediction, and route optimization. Explore what runs underneath.

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Define scoring criteria — must-haves and weighted factors — then let AI evaluate vendors, leads, and compliance records against your rules.

Automated document and presentation auditing — catches inconsistencies, compliance gaps, and quality issues before they ship.

Compliance Engine

Resolves a jobsite's country into the right jurisdiction-specific permit and zoning paperwork, rendered through the same UI schema as every other engine.

Schema & Data Engine

Tenant-isolated data storage and schema validation that keeps every module's records consistent, typed, and safely partitioned.

Integration & Webhook Engine

Inbound and outbound webhooks, third-party connectors, and event routing that link TotalApp to the rest of your stack.

UI Rendering Engine

Turns structured app definitions into live, working screens at runtime — the engine behind App Builder and custom apps.

Ingestion Engine

Turns any URL into clean markdown, structured JSON, or a full-page screenshot — with crawling, caching, and anti-bot handling built in.

ML Prediction Engine

RFM-based churn risk and predicted LTV scoring against your CRM pipeline, written straight onto the deal records that produced them.

Route Optimization Engine

Haversine distance matrix plus nearest-neighbor and 2-opt refinement — reorders a crew's stops for the shortest practical route and returns a ready-to-render map payload.

Knowledge Engine

Local-embedding semantic ranking with an in-memory cache, threshold-aware top-K cut, and graceful keyword fallback — the shared Stage 1 every "find similar records" feature is built on.

Jurisdiction-aware filing forms for TR/EPO/US/WIPO, plus ten dedicated AI endpoints for collision risk, prior art, claim charts, FTO clearance, and IP valuation.