TrueMath
TrueMath is a calculation platform that combines a natural-language interface with a deterministic math engine, giving professionals exact, auditable results with full lineage. It serves finance, real estate, construction, and other fields where defensible numbers matter, and offers an API for embedding its engine into other products. The platform separates AI-based language interpretation from deterministic computation, ensuring mathematical outputs are never estimated.
- Financial Technology
- Software Only
- Artificial Intelligence
- Enterprise Software
Funding
Founders
Founder details are not available yet.
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. The deterministic engine ensures the same question always produces the same answer, making outputs reliable and defensible. Results are shareable with full lineage, letting teams, clients, and counterparties see the exact same math, method, and assumptions. TrueMath's architecture uses a deterministic computation engine for the math, while a separate AI layer (Anthropic's Claude via AWS Bedrock) only handles natural-language interpretation, ensuring the calculation itself is never estimated.
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.
- Domain activities and variables that chain together, allowing users to compose novel multi-step calculations beyond fixed calculators.
- Shared team workspace with a common calculation pool, customizations, and defaults for consistent firm-wide outputs.
- API access (POST /v1/calculate endpoint) that allows embedding deterministic, auditable math into other products.
- Customization features that allow firms to fork and extend library domains with their own calculation paths and defaults.
- Separation of the AI interpretation layer from the deterministic computation engine, ensuring mathematical outputs are never estimated.