§ Capabilities
Five signature builds. One underlying capability.
The five builds below cover most of what we ship today. They are illustrations of the practice, not a closed menu. If your situation looks adjacent rather than identical, that is usually the most interesting kind of build.
Personal LLMs · signature
A model trained on the body of work that defines you.
A model that speaks in your voice, on your methodology, the way you would. Not GPT with a system prompt.
What it is
A language model trained on the actual body of work of a person, firm, or methodology. It knows your domain because it was trained on it, not prompted to imitate it.
What it requires
Your library: sessions, notes, articles, prior conversations, methodology documents. The artifacts that define how your discipline thinks.
What it produces
A model that speaks in your voice and on your methodology. Used internally for faster onboarding and review, and externally as a platform clients engage with between sessions.
Bespoke CRMs
A revenue system shaped to how you actually sell.
Not a legacy CRM platform bent into your shape, and not a lead funnel you don’t run. A system built around your accounts, your reorders, and your system of record, reading data you already own so no one re-keys a thing.
What it is
A customer system built around how your business actually makes money: account-centric, recurring-revenue, multi-division. Your system of record stays the source of truth, so nothing gets double-entered. The revenue mechanics generic tools miss become first-class: service cycles, consignment usage, division roll-ups.
What it requires
A pass through how your team actually sells: the accounts, the reorder patterns, the rep structure, worked from your real artifacts. Read access to the system of record that owns your numbers, on your security posture.
What it produces
A revenue system your team uses because every screen maps to something they do. Read-through integration with your system of record kills double-entry. A proactive layer surfaces quiet accounts, stalled deals, and lapsing contracts. You own it, at a fraction of per-seat SaaS.
Domain platforms
Software shaped to the practice, not the other way around.
Clinical, legal, multi-unit operations, professional services. Built once for the field, ready to extend across it.
What it is
A full platform built around the actual workflow of a vertical. The opposite of horizontal SaaS. Built once for the field, ready to extend across it.
What it requires
The methodology that defines the practice: the workflows, the language, the daily artifacts. A partnership with the people who do the work.
What it produces
Software that fits the practice instead of the reverse. Adoption isn’t something to manage; it was built into the diagnosis.
Lead & outreach engines
The signal sorted, then sequenced in your firm’s voice.
Pull fragmented prospect signal into one ranked feed, then sequence it against your private data in the voice your firm actually uses.
What it is
Two halves of one motion. A consolidation layer pulls fragmented prospect signal (CRM notes, intake forms, permits, RFPs, inbox threads) into one ranked feed. A sequencing layer runs against your deal history and the voice your best people use. Signal you already have, sequenced the way your firm would.
What it requires
Read-only access to your sources, on your security posture. The signals that map to your conversion patterns, not industry averages. Your prior conversations, so outreach sounds like your firm, not a vendor.
What it produces
A ranked feed of accounts with the context that makes the call land: names, triggers, prior touchpoints. Outreach carries that context automatically. Your team spends the week on conversations, not on sorting and scheduling.
Process optimization with AI
The internal shortcuts that make the whole company faster.
Find the repeated, manual work buried in your operations and replace it with AI shortcuts your team actually uses. Internal leverage, not another tool to log into.
What it is
Internal AI shortcuts built into how your company already works, aimed at the repeated, manual steps that quietly slow every team down. The opposite of buying another platform: we find where the hours go and compress them.
What it requires
A pass through how the work flows today: the handoffs, the copy-paste, the steps no one questions. Access to the systems they run through, on your security posture. The judgment of the people who do the work.
What it produces
Internal tools that remove daily friction: faster turnaround, fewer manual steps, less dependence on the one person who knows how. The company gets stronger and faster without new headcount or another vendor.
Ongoing · Embedded engagement
Some organizations don’t need another vendor. They need someone inside.
The bespoke build doesn’t end at handoff. For some engagements, it becomes an embedded presence: a part-time AI lead who reviews what broke last week, decides what to build next, and keeps the system tuned as the business changes.
Not a retainer. Not a managed service. The same diagnostic relationship that started the engagement, extended into how the business operates day to day.
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