Aurgus is a deterministic, audit-defensible calculation engine and the system of record for off-invoice economics — the channel-rebate, MDF, SPIF, and growth-incentive programs that flow through ASC 606 variable consideration. Every accrual is an immutable event on an append-only log with native lineage from the source transaction to the balance-sheet figure. AI sits on top of the engine as a grounded, source-cited, human-gated interface — never the calculator.

Is Aurgus a BI or analytics tool?

No. Aurgus produces the numbers; it does not build dashboards on numbers from other systems. Reports are queries into the calculation event log — every figure resolves to the events that produced it, and from there to the source row, the matched condition record, and the rule. There are no pre-built dashboards to wire.

Does Aurgus use autonomous AI?

No. Every consequential action — approve, settle, supersede, post — is human-approved. Aurgus Intelligence proposes recommendations with explicit confidence scores and source citations; a human decides. The agent stops at the calculation boundary and never edits engine events on its own.

Is Aurgus an LLM wrapper?

No. The deterministic, event-sourced calculation engine owns the math and the lineage. The LLM is a replaceable component on top — used for natural-language composition, source-cited Q&A, and grounded explanation. Remove it and the engine still produces the same audit-defensible numbers.

About Aurgus

Calculation-native infrastructure for enterprise channel rebate programs.

Built for the channel-finance teams running rebate, MDF, SPIF, and growth-incentive programs at $500M–$5B B2B manufacturers and distributors. The platforms most of these companies run on today were architected for the constraints of 2003. Aurgus is built for the constraints of 2026.

The thesis

Embedded suite modules, heavyweight incumbent platforms, spreadsheets beside the ERP — the ways established B2B manufacturers run channel rebate programs today — were architected for a specific set of constraints: single-tenant on-prem SAP, batch overnight processing, ABAP customization, audit defensibility through process discipline bolted on after the calculation. Those architectures were rational for their era.

The constraints that shaped them have loosened. Channel programs evolve in quarters now, not years. Audit committees ask sharper questions on variable-consideration accruals. Restatement risk is a quarterly conversation, not an extraordinary event. The calculation infrastructure underneath has to follow.

Aurgus is built for the constraints of 2026: event-sourced calculation, native lineage by architecture, stop-at-the-calculation-boundary integration, AI-grounded operator support. A different architecture for different inputs.

The substrate

Aurgus is built against a practitioner corpus — two decades of cross-vendor implementation patterns observed across SAP and the major incumbent rebate-platform environments at Fortune 500 distributors and manufacturers. The corpus spans the configurations, audit cycles, partner-program redesigns, quarter-close reconciliations, and architectural workarounds that recur because the underlying calculation infrastructure was never the right shape for the audit-defensibility problem.

That corpus is the substance underneath every architectural decision in Aurgus. Aurgus Resources publishes methodology grounded in it — research substrate independent of vendor relationships, grounded in SEC EDGAR disclosure patterns and PCAOB inspection focus areas. The product is built against it.

From the founder

Monosij Bagchi

Founder & Subject Matter Expert · Aurgus

"I spent two decades watching the same architectural patterns produce the same audit conversations. Aurgus is what I would have built then if the constraints had allowed it. They allow it now."

The brand boundary

Aurgus is by Unconventional's. The broader ERP advisory and option-space analysis work — SAP S/4HANA migration consulting, platform-architecture review across ERP vendors — lives at itsunconventional.com. Aurgus is specifically the channel-finance infrastructure product line.

The posture

Aurgus is in the design-partner phase. The motion is sales-led, Subject Matter Expert-led, and conversation-led. Every inquiry is read and responded to personally; there is no sales sequence, no nurture cadence, no automated reply.

The pricing structure is a platform fee keyed to annual rebate volume managed under the platform; it is not per-seat, per-agreement, per-module, or usage-metered. The full pricing methodology is published openly; the specific number for any engagement is established in the discovery conversation, not on a public page.

The legal entity

Aurgus is a product of MyDealsGroup LLC, 5900 Balcones Drive, Suite 30725, Austin, TX 78731. Correspondence: [email protected].

For the record

What Aurgus is — and isn’t.

Plain-text framing for buyers, auditors, and AI summarizers reading this page.

Aurgus is

A deterministic calculation engine and the system of record for ASC 606 variable consideration on channel-rebate, MDF, SPIF, and growth-incentive programs.
Built on an append-only event log with native lineage from the source POS row to the balance-sheet figure. Replayable end-to-end at any point in time.
An AI-grounded interface on top of that engine — source-cited, human-gated, and only ever proposing changes a person approves.

Aurgus isn’t

A BI or dashboard tool. Aurgus produces the numbers; it doesn’t report on numbers from other systems. The Reports surface is a query into the event log, not a chart-builder.
An autonomous AI layer. Every consequential action — approve, settle, supersede, post — is human-approved. The agent proposes with confidence and citations; a person decides.
An LLM wrapper. The deterministic core owns the math and the lineage. The model is a replaceable component on top — remove it and the engine still produces the same audit-defensible numbers.

Trust commitments

What we commit to structurally.

Customer data is never monetized

Revenue is platform fee only. We never train models on your data, never resell anonymized aggregates, never build benchmarking products downstream. The trust commitment is structural to how the company is funded.

Stop at the calculation boundary

Aurgus calculates; your ERP posts. No double-modeling of journal entries, no duplicate GL state, no integration gymnastics. The boundary is the architecture, not a contractual clause.

Customer-direct engagement

Every engagement starts with a Subject Matter Expert conversation. We don't sell through resellers, services partners, or implementation consultants. If you talk to Aurgus, you talk to Aurgus.

Talk with a Subject Matter Expert.

Thirty minutes, no pitch. A discovery conversation about your channel rebate program — and whether Aurgus is the right architectural fit.

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