The AI-Native Procurement Platform
Theoremic computes what every supplier is owed from what you agreed and what you actually received. Leakage stops being something you detect. It becomes something that cannot be constructed.
The Problem
Enterprises have spent millions upgrading systems of record, and tens of millions piloting AI on top of them that never reaches the P&L. Negotiated value still leaks, quarter after quarter, because the record was never built to act on what it knows.
This is not a diligence failure. Your contract is a document. Your receipt is a person's attestation, made weeks later, under pressure to release a payment. The only available test is comparing one document against others — and that comparison is exactly as good as the paperwork behind it.
Negotiated savings never reach the bottom line. The erosion is silent, and only ever visible in retrospect, if at all.
Contracts sit in CLM, orders in your P2P suite, invoices in the ERP, supplier master somewhere else. None of it reconciles in real time, and no automation layer can see across it.
High-value procurement teams spend the majority of their time on data entry and reconciliation rather than category strategy and supplier relationships.
What We Close
The requisition exists because the organization cannot tell authorized demand from maverick spend. The purchase order exists because the supplier cannot see that the spend was approved. The invoice exists because the supplier knows what they delivered and you do not. The three-way match exists because none of the three parties trusts the other two's version.
Procurement's paperwork was never designed. It accumulated, one artifact at a time, to bridge gaps between parties who could not see the same state. Nearly all of it reduces to two gaps.
The agreement gap — what was contracted. Price mechanisms, volume commitments, rebate tiers, SLAs and escalation clauses live in prose. Nothing downstream can evaluate them, so nothing downstream can say what is owed.
The delivery gap — what was received. A goods receipt is a record. A service confirmation is a person remembering.
Close both and the paperwork that depended on them becomes a choice rather than a requirement. This is the mechanism: products and loops do not hand off to each other, they read and write the same ledger — and an artifact is what a handoff needs.
More auditing does not close either gap. It inspects them faster.
The Journey
Demand and market intelligence, running continuously.
Sourcing, negotiation, contract, counterparty.
Commitment, and verification of what was actually received.
The settlement decision, payment and working capital.
Performance and value, derived from settled reality.
Everything else is connective tissue: data gathering, routing, chasing, reconciliation, status reporting. It exists because humans could not hold the context. Agents can. In the covered steady state, zero human decisions per transaction — decisions stop being per-transaction and become per-relationship and per-policy.
See the full journey →The Platform Advantage
From day one, every existing workflow keeps working. Requisitions, purchase orders, receipts and invoices behave exactly as they do now. Your ERP posts as it does now. Every artifact is validated against what was actually agreed — no process change, no supplier onboarding, no integration precondition.
And the architecture is already capable of more. Because obligations are executable and delivery is evidenced, each artifact becomes confirmation rather than input. The day you want one artifact in one category to stop being required, nothing has to be rebuilt.
Per artifact, per category. No enterprise-wide leap. Consumable spend can settle without an invoice while capital projects keep every document — and that is the expected end state, not a compromise.
Evidence-gated, not opinion-gated. You cannot move faster than your evidence coverage allows. That gate is measured and shared, not asserted.
Reversible by design. Any level can be dialed back. That is what makes starting safe, and it is engineered rather than promised.
Theoremic Core
Theoremic Core is a reasoning layer above your systems of record. It reads them in place — there is no vendor-side copy of your spend universe to secure, govern or exit — and it deploys into your own cloud environment.
On-demand reads across structured and unstructured data from ERP, CLM, P2P and the systems in between. One view of your spend universe, assembled without moving or replicating anything.
Reusable reasoning units that are the building blocks behind every product. Because every product is a configuration of the same kernels, each deployment makes your architecture simpler rather than more fragmented.
Approvals, thresholds, delegation, and the per-category autonomy settings, expressed as executable policy rather than workflow diagrams. What we act on automatically and what we escalate is set to your policies, not ours.
Every decision writes its inputs, reasoning, confidence and citation. Audit defense and continuous improvement in a single artifact.
Every suite vendor is consolidating customer data onto its own platform so its agents have somewhere to stand. We took the opposite bet: read in place, deploy into your account, and let the intelligence be what earns the renewal rather than the lock-in.
Connects with
Theoremic reads through the integration layer you already run, or connects directly through standard enterprise APIs and Model Context Protocol. No rip-and-replace. No migration risk.
Inside the platform →
Built for the people who own the value
Procurement stops being a cost center finance sees after the fact. Savings are validated against actual settled spend rather than self-reported. Accrual becomes continuous, because the entitlement position is the accrual position.
Your team stops running reconciliation and starts running category strategy. Category position becomes a live state rather than a document that is stale on delivery.
Continuous, full-population assurance instead of periodic sampling. Every machine decision carries its inputs, its reasoning, its confidence and its citation — exportable, and defensible to an external auditor.
Measurable, sustainable impact on the goals you are accountable for, not a back-office process you wait on.
The Founding Cohort
We start with a retrospective on one category — your settled invoices, your agreements, nothing connected to a live system. You see exactly what would have been caught, on your own numbers, before anything is deployed.
We are working with a small number of enterprise partners who want to shape what gets built next.
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