TrueMath is a deterministic calculation platform for professionals who need precise, defensible answers. It combines a natural-language AI interface with a deterministic computation engine that executes the math and provides a full audit trail of variables, steps, and assumptions. The platform enables users to share auditable results with clients and counterparties, and offers a team workspace for consistent calculations across a firm.
Funding
Funding not disclosed
Founders
Product
Problem
Professionals in fields like finance, real estate, and construction rely on spreadsheets and manual calculations for critical decisions, which are error-prone, difficult to audit, and hard to share with clients or counterparties. AI chat assistants, while convenient, often produce estimates that cannot be trusted or defended, forcing users to double-check results in another tool. This creates a gap between conversational ease and the rigorous, reproducible math needed for professional work.
Solution
TrueMath provides a calculation platform that combines a natural-language interface with a deterministic math engine. Users describe a calculation in plain language, and TrueMath interprets the request, executes the precise computation, and returns a result with a complete audit trail, including every variable, step, and assumption. The platform is built around "domains," which are curated bundles of calculations for specific kinds of work, supported by a library of activities and variables that chain together to answer complex, multi-step questions. Results are shareable with full lineage, letting teams, clients, and counterparties see the exact same math, method, and assumptions, enabling faster alignment and agreement. The deterministic engine ensures the same question always produces the same answer, making outputs reliable and defensible.
Target Audience
TrueMath targets professionals in finance, law, real estate, construction, and other fields who need to produce and defend precise calculations. This includes financial advisors, CPAs, M&A advisors, mortgage brokers, and their teams, who require auditable results they can share with clients, counterparties, and regulators.
Features
- Deterministic math engine that returns the same precise answer every time, unlike stochastic AI models.
- Full calculation lineage with a structured record of variables, formulas, versions, and assumptions for every result.
- Natural language interface that interprets plain-language questions, eliminating the need for formulas or spreadsheet syntax.
- Domain-based system with pre-built calculation bundles for industries like financial advisory, investment banking, real estate, and healthcare.
- Shared team workspace with a common calculation pool, customizations, and defaults for consistent firm-wide outputs.
- API access that allows embedding deterministic, auditable math into other products, with a POST /v1/calculate endpoint.
- Customization features that allow firms to fork and extend library domains with their own calculation paths and defaults.