Our work

Six systems. Six answers to hard problems.

We design and build sophisticated systems rather than advise about them. Each story below follows the same shape: the problem, what we built, where AI fits, the engineering discipline behind it, and what it is worth.

ClinSupplyCompass

Clinical supply planning platform

Life sciences

A deterministic engine replaced a 130-sheet workbook. AI explains the numbers; it never touches them.

A multi-tenant planning platform that replaced a roughly 130-sheet workbook with a deterministic engine, and keeps every trial's plan honest against what actually happens.

Kept deterministic

Demand and inventory calculation, Baseline approval and versioning, Tenant isolation and access, Cycle audit trail

Where intelligence helps

Study narrative from recorded data, Owner questions over org data, Concept explanations

Read the ClinSupplyCompass story

HeyLayla

Private matrimonial platform

Consumer

The assistant can only see what a member has already chosen to share. That rule is proven by tests, not policy.

A privacy-first matrimonial platform where consent and disclosure are enforced by the application, with a controlled conversational companion and an operator research capability built on hybrid retrieval.

Kept deterministic

Disclosure and visibility, Consent and authorization, Introduction state machine, Verification and activation

Where intelligence helps

Conversation guidance, on request, Profile writing help, Operator research with citations

Read the HeyLayla storyVisit heylayla.app

CarePartnersAtHome

Home-care operations platform

Healthcare services

Consent gates every message, audit records are append-only, and AI failure behavior follows the risk of the task.

A multi-tenant operating system for non-medical home care agencies: intake, caregiver screening and matching, scheduling, incidents and family communication, with risk-aware AI inside controlled workflows.

Kept deterministic

Tenant scope and RLS, Consent before any message, Pipeline state transitions, Audit log

Where intelligence helps

Intake summaries, SMS screening turns, Incident triage, Moderation and writing help

Read the CarePartnersAtHome story

Euthyna

Capital governance engine

Project finance, tokenized assets

No verified progress, no capital progression. Every decision is a replay of an append-only, hash-chained ledger.

An event-sourced governance engine that decides, deterministically and explainably, whether each tranche of project capital is eligible to advance, and pulls the cord on any abnormality.

Kept deterministic

Tranche eligibility, Hash-chained ledger, Segregation of duties, Holds and certificates

Where intelligence helps

Findings that can raise an exception

Read the Euthyna storyVisit skfintech.com/euthyna

Keeledger

Household financial ledger

Personal finance

Thirteen financial invariants live in Postgres triggers, not in the app. AI proposes entries; a person commits them.

A server-rendered household ledger in Go where thirteen financial invariants are enforced by the database itself, and AI extraction proposes entries a person commits.

Kept deterministic

Double-entry balance, Household isolation, Supersession chain, Batch commit

Where intelligence helps

Statement extraction, Occasion planning conversation

Read the Keeledger story

HuntingPro

Trip planning and reservation site

Outdoor travel

The 'assistant' is a keyword lookup on purpose. The simplest reliable tool for the actual problem.

A typed hunt-planning and reservation experience for guided hunts, with a deliberately rule-based assistant, because an LLM was the wrong tool for the job.

Kept deterministic

Catalog and routing, Reservation verification, Rate limits and honeypot, Common-question answers

Where intelligence helps

Nowhere, on purpose

Read the HuntingPro story

Have a problem shaped like one of these?

Or one that is not. Either way, the first conversation is with the person who would build it.

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