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P02by Inflect

Lumen

The decision layer.

Sources. Objects. Decisions. Surfaces. One loop, one audit trail. The platform every Inflect solution sits on.

+ Architecture

Four layers.

The same shape every time. Sources feed Objects. Objects ground Decisions. Decisions surface where operators already work.

  1. L01

    Sources

    INBOUND

    • Mailbox, ERP, CRM, telematics, SCADA.
    • File drops, PDFs, spreadsheets.
    • OAuth per source. No shared service accounts.
    • Replay-safe ingestion.
  2. L02

    Objects

    TYPED MODEL

    • Customer, asset, transaction, route, vendor.
    • Row-level access. Tenant boundary in the database.
    • Versioned history per object.
    • Audit trail per write.
  3. L03

    Decisions

    GROUNDED AI

    • Agents read the Objects layer, not the public internet.
    • Actions write back. Journals. Dispatches. Approvals.
    • Confidence scored. Citations attached.
    • Reversible by default.
  4. L04

    Surfaces

    OPERATOR APPS

    • LedgerAI. Operations apps. Reports.
    • Each surface reads from Objects.
    • New surfaces in weeks.
    • Same audit trail underneath.
+ The loop

One loop. Any domain.

An invoice arrives. The Source ingests it. The Objects layer recognises the Vendor against past journals. An Agent proposes a balanced Action. Debit Expenses 6200, credit Bank. Confidence 94%. Cited back to the email. The treasurer accepts. The Action commits. The Surface refreshes.

The same loop runs unchanged when the Source is a fleet GPS stream, the Object is a Route, and the Action is a re-dispatch. The same loop again when the Source is a sensor feed, the Object is an Asset, and the Action is a maintenance call.

The vertical changes. The shape does not.

+ Surfaces

Built on Lumen.

Each surface reads from Objects, never from raw Sources. New surfaces ship in weeks, not quarters.

S01Live

LedgerAI

Mailbox to ledger to audit-ready statements. The reference surface. Sources, Objects, Decisions, Surfaces all visible in one workflow.

Explore
S02In design

Operations

Dispatch and routing surface for fleet and field teams. Objects: Vehicle, Route, Leg, Driver. Actions: re-dispatch, re-route, hold.

Design phase
S03In design

Reliability

Process and asset surface for industrial operators. Objects: Asset, Sensor, Process Step, Batch. Actions: schedule maintenance, halt batch.

Design phase
+ Engineering

Posture.

  • E01

    Database-enforced tenancy

    Postgres row-level security. Tenant boundary is not a query filter. It is a constraint at the DB layer.

  • E02

    Encrypted per-tenant secrets

    OAuth tokens, API keys, and source credentials wrapped under a server-side KEK. No flat-file secrets, no shared keys.

  • E03

    Auditable Actions

    Every write carries actor, source, confidence, and citation. Reversal is a first-class operation, not a workaround.

  • E04

    Single deploy, multi-tenant

    One shared FastAPI process behind Caddy. Linear scaling into the hundreds of tenants. No microservice circus.

A problem that fits the shape?

We onboard a small number of partners at a time. Bring the data, bring the objects, bring the decision you want made.

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