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About Touché

One truth for every signal - explanations you can defend, actions you can trust.

We unify structured and unstructured data into a governed Truth Core, explain why metrics move, and execute within policy. This page is our operating manual-how we think, build, and stay accountable.

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Governed growth - Φ spiral
Golden Spiral
φ ≈ 1.618

Why As scope expands, definitions stay consistent. Our metric layer scales coherently-growth with structure.

Evidence > opinion - Least Squares
Normlization capabilites
Linear Regression

Why We fit claims to evidence. Narratives are backed by data, residuals visible, sources linked.

One truth layer

Shared definitions beat siloed numbers. We model KPIs once and reference them everywhere.

Evidence before narrative

Explanations link to sources. If we can’t show the path from data to decision, we don’t ship it.

Action with guardrails

Approvals, limits, and audit trails are part of the design from day one.

Why We Exist

Dashboards inform. We resolve.

Dashboards tell you what changed; they rarely tell you why or what to do next. Touché closes the loop: one metric layer, explanations tied to evidence, and action under policy-so insight becomes outcome.

Principles

How we build and operate

Clarity over cleverness

Plain definitions, visible lineage, and versioned KPIs-no black boxes.

Evidence trails

Every narrative cites its sources. You can inspect inputs, tags, and transformations.

Guardrails by default

Approvals, limits, and audit are on by default-not bolted on.

Privacy-first

PII controls, access scopes, encryption, and residency options.

Interoperable

Connects to the tools you already use. Data and decisions remain portable.

Observable

Usage metrics, traces, logs, and exportable audits for accountability.

Math Ethos

Beautiful math. Practical decisions.

Bayes Update
Posterior ∝ Likelihood × Prior

Why
Evidence updates belief. We show the update, not just the claim.

Impact

What shapes our standards

0%
of enterprise data is unstructured. We bring it into the truth.
0%
is typically used. Turning insight into action closes the gap.
0%
of AI projects fail on data and governance. Discipline flips the odds.
0%
faster decisions with explainable analysis and controlled execution.
Security & Trust

Enterprise-grade by default

Access Control

SSO/SAML, RBAC, scoped tokens, and least-privilege defaults.

Data Protection

PII masking, AES-256 at rest, TLS in transit, and residency options.

Governance

Approvals, limits, and tamper-proof audit logs-exportable to SIEM.