Public site — beta pass in progress. Copy and layout may shift; About is the stable anchor for who we are.
matching the way you work with the rigor your survival depends on
You are choosing tools under confidentiality rules, vendor terms, and partnership scrutiny.
We are systems architects and implementers who work in that reality—next to lawyers, legal ops, and IT—not a generic AI shop.
We aren't attorneys—we're systems architects and AI specialists who stay through rollout, not just the kickoff deck.
We match pace to how your firm actually decides: risk, privilege, supervision, and what vendors are allowed to do with matter-adjacent data.
We don't sell "AI transformation."
We help you pick what to adopt, in what order, with architecture that still makes sense after the first hard matter and the first vendor surprise.
What this looks like in practice: same work as the components under “The engagement”—readiness maps to the audit; ToS and retention to vendor diligence; scoping and build to Custom LLM, Operational Architecture, and General Contractor when multiple parties are in the mix; Governance & policy when the deliverable is written rules. Deeper pilot shapes: Reads (Systems Architect view). In the room: city meetups and hosts. We are here — Boulder and Ottawa announced; your city line when you want it public.
Vendor diligence on us—insurance, contracting, how we show up—lives on About and in Terms; ask direct questions on a call if you're past exploratory reading.
One engagement model, scaled to what your firm needs—no à la carte upsell. We start with an honest read of your stack and risk posture, then build. If you only needed a deck, you wouldn't be here.
The stance in On your side of the table is how we work; below is that same work as named components you can line up in a charter—scroll up any time; these anchors match the “in practice” line.
Where every engagement begins. A structured assessment of your firm's systems, workflows, and risk posture — identifying where AI creates genuine leverage and where it creates liability. Honest findings, not a sales pitch for the next phase.
Secure, private model environments built around your firm's knowledge base and case history. Local execution where confidentiality demands it. We don't connect your data to someone else's infrastructure without a reason your ethics counsel would approve.
The connective tissue between your existing systems and the AI layer on top. Data flows, agent handoffs, legacy integration — designed so the whole stack holds up under real practice conditions, not just a demo.
When your engagement involves vendors, specialist contractors, or your own technical staff, we act as general contractor — owning the interfaces, coordinating deliverables, and holding quality across every participant. One throat to grab if something doesn't land.
We read the ToS so you don't have to — and so your ethics counsel doesn't have to guess. Data retention, training use, third-party disclosure, privilege exposure: evaluated against your firm's specific risk posture before you sign anything.
Internal acceptable use policies, AI supervision protocols, and privilege protection procedures — written for how your firm actually works, not lifted from a SaaS template. ABA Opinion 512 says you need it. We help you build it without the theater.
We don't claim certifications we don't hold. We do map tools and vendors to what ABA guidance, bar rules, and privacy law expect—so your ethics and ops leads aren't guessing in procurement.
Attorneys must make reasonable efforts to prevent unauthorized disclosure of client information. We scope every AI tool recommendation to this standard — what's sufficient, what's overkill, and what's a liability.
Judge Rakoff's February 2026 ruling: AI-generated content is not privileged if the vendor's ToS allows data retention, training, or third-party disclosure — regardless of who typed the prompt. Vendor ToS is now a privilege question, not just a procurement one. We audit it. PAP addresses this at the protocol layer →
The ABA's AI governance guidance for law firms covers competence, confidentiality, and supervision of AI-assisted work. We help firms build practices that hold up against it — without theater.
The first international standard for AI Management Systems (established December 2023). Increasingly the benchmark for how responsible AI adoption is evaluated. We know what it asks for and what it doesn't.
The de facto vendor attestation standard for security, availability, and confidentiality. We help firms understand what to require from AI vendors — and how to read a SOC 2 report rather than just accept that one exists.
Colorado's Office of Attorney Regulation Counsel and the Colorado Rules of Professional Conduct set the confidentiality and competence floor for Colorado-admitted attorneys. The rules on client trust apply to your AI stack whether your vendors know it or not.
The Law Society of Ontario and the Federation of Law Societies of Canada set the professional conduct framework for Canadian lawyers. Confidentiality obligations under these rules extend to every tool and vendor in your workflow — AI included.
Canada's Personal Information Protection and Electronic Documents Act governs how client data is collected, used, and disclosed — including by AI systems processing that data on your behalf. Provincial equivalents (PIPA, Law 25) add additional requirements in some jurisdictions. We help firms understand where their AI stack creates exposure.
We can draft and produce website content, client-facing documentation, and internal policy language regarding your firm's compliance posture — written for the legal industry, not lifted from a SaaS template.
Published benchmarks from legal and vendor sources. Your mileage depends on practice, data, and governance—we use these to set honest expectations, not to promise outcomes.
Leading firms are reducing first-draft turnaround for standard agreements by up to 80% using modern AI frameworks.
Source: ABAAutomated clause analysis has achieved identification accuracy exceeding 90% in bench-mark legal risk audits.
Source: LexCheckIntegrated AI flows reduce total document lifecycle times by over 60%, removing bottlenecks in partner review.
Source: Industry BenchmarksWhen retention, training, or cross-border routing is the issue, we design for local execution and clear data boundaries—so "innovation" doesn't outrun what your duties allow.
If you're hiring us: skip this block—use Book a Call or Locations (meetups and cities).
If you're a contributor: we're independent humans (no W-2 ladder): city hosts, architects, legal ops, sales, vendor relations, peers. If you care about getting AI right in law, there may be a lane for you.
Book a free 30-minute intro, email the team, or sit in on an AI for Lawyers session—whichever fits how your firm buys advice.
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