Public roadmap

From a working record to a repeatable business.

The core Seneca record works across our own instruments. The next proof is narrower and harder: an outside product must use it to understand a learner with less onboarding work and no loss in measurement quality.

317people with graded evidence

36,668graded units recorded

6live instruments writing

11,315questions written in-house

The path

Four gates. Each one has a pass condition.

Complete

Build the foundation

A learner-controlled record, application authorization, export and revocation, exercised by six first-party instruments.

Exit evidenceLive writes, scoped reads, retained provenance and published development results—including the claims that failed.

Current gate

Prove external reuse

Put Seneca between two independent products and measure the work it removes from learner and staff onboarding.

We’re here now

Exit evidenceOne outside product completes a production write or authorized read; the first onboarding baseline is measured; the first paid integration pilot closes.

Validate the effect

Test whether portability reduces repeated diagnosis without degrading the receiving system’s measurement.

Exit evidenceTwo external integrations and a preregistered comparison showing non-inferior measurement quality with materially less learner and staff effort.

Round outcome

Show repeatability

Turn a successful integration into a buying pattern rather than a bespoke services project.

Exit evidenceThree paid design partners buying for the same reason, with implementation time falling from the first integration to the third.

The falsification rule

Success means less reconstruction—not another database.

If a receiving system cannot reach the same measurement quality with materially less learner and staff effort, or learners will not authorize a second system to read the record, we will say portability did not create a business.

Measure the baselineQuestions repeated, minutes spent and staff touches.
Protect measurement qualityCompare the receiving system with and without Seneca context.
Test learner controlObserve authorization, export, correction and revocation.

Current raise

What the $500k funds.

$235k · 47%People

$120k · 24%Instruments & integrations

$60k · 12%Founder

$85k · 17%Infrastructure, consent & counsel

Pre-revenue: 0 paying customers, $0 revenue and $0 outside capital raised to date. Allocation is the current planning case for this round, not a statement of money already spent.

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