We build solutions that solve real human problems.

THE_PROBLEM

Initiatives fail when they miss ground-level reality. Surveys draw thin response and flatten the nuance that would have changed the plan. Real interviews capture it but stop scaling past a few dozen.

WHAT_IT_IS

An AI interviewer that holds empathetic, multilingual conversations at volume and returns one source of truth: what people said, where they agree, and where the plan will break. Consent rules come first.

THE_PROBLEM

Fly fishing runs on hard-won knowledge: which flies worked, where fish held, what the water did. Anglers and guides rarely capture it, so it's gone by the next trip.

WHAT_IT_IS

An iOS app you just talk to. It captures every trip by voice, then answers questions drawing on fly fishing knowledge and your own history. Not generic answers. Yours.

THE_PROBLEM

The things that matter to your work are scattered across news, filings, and feeds. Keeping up means tab overload, and the one change you needed still slips past.

WHAT_IT_IS

Tell Signals what you care about: a topic, a competitor, an opportunity. It monitors the web and delivers a brief to your inbox on your schedule. Not a feed to triage.

THE_PROBLEM

Mapping a field's funders, players, and power dynamics takes a research team 8–12 weeks. By the time the analysis lands, the landscape has already started to shift.

WHAT_IT_IS

A living, queryable map of a field for funders and strategists: the players, how they connect, where money moves, and the white space. AI does the gathering; a human researcher does the judgment.

THE_PROBLEM

Agenda packets run to hundreds of pages, and neither staff nor voting members have time to read every item closely. Decisions get made on partial preparation, and the key question surfaces afterward.

WHAT_IT_IS

For school boards and city and county commissions: Agenda Prep helps staff strengthen items before publishing; Meeting Prep prepares members to vote. One five-way analysis powers both.

THE_PROBLEM

The people using AI most are rarely the people deciding on it. Boards, executives and program leads are setting AI policy with the least hands-on experience of anyone in the building.

WHAT_IT_IS

Hands-on AI skills training built on Anthropic's 4D AI Fluency framework. Self-paced or live, with 1:1 coaching, and taught through your own documents, policies and decisions.

THE_PROBLEM

Generative AI can produce a polished paper, so the paper no longer proves the thinking. Oral defense does, but faculty rarely have time to run it for every student.

WHAT_IT_IS

Students argue a position aloud while GAiDFLY challenges the reasoning one turn at a time. Student and instructor both get a debrief, so oral practice scales while evaluation stays with faculty.

THE_PROBLEM

Funders back AI for education, but nobody keeps checking whether the tools teach rather than tell, write at grade level, or stay accurate. Models change monthly, so one-time evaluations go stale.

WHAT_IT_IS

Ongoing, vendor-neutral evaluation of the tools in a funder's portfolio. Simulated students with documented misconceptions test tutors; independent judges score generated content. Public rubrics, rerun as models change.