What actually gets built is decided in a working session and an Audit against your own numbers, because the right answer depends on which work eats the most hours in your practice.
Every card below is an outcome we can build, named by the result and the point where a person signs off, never by the tool underneath. It is here to show the shape of the work, not to be ordered line by line.
What we build for you is decided later: in a free working session, then an Audit against your own numbers. The right answer is different in every firm, because the work that eats the most hours is different in every firm.
A way to tell when it is wrong, a record of what it did, a human who approves before it acts, and someone to call when it breaks. That spine is what separates a demo from a system, and it is standard on everything here.
A first read of the agreement: flagged clauses, missing terms, and departures from your playbook, each tied to the source language. A partner approves before anything reaches the client.
Every flag links back to the clause it came from.
Sort and rank a large production, surface the likely-responsive material, and hold the close calls for a reviewer. The associate works a shortlist instead of the whole set.
Privilege calls escalate to a person, never decided automatically.
Structure a new matter from the intake and run a first-pass conflict check against your existing clients and parties. A person clears the result before the matter opens.
Potential hits are surfaced for review, not cleared silently.
Turn a long transcript into a searchable summary with issue tags and key admissions, each cited back to the line and page. The attorney verifies before it informs strategy.
Find the closest prior matters, briefs, and clauses from your own archive when someone needs them, grounded in your files rather than a general model.
Each result carries a link to the source document.
A first-draft research memo with the issues framed and authorities pulled, grounded in cited sources so every proposition is checkable. The lawyer confirms the law before it is relied on.
Citations are verifiable by construction.
Read a set of agreements and pull the obligations, renewal dates, and notice windows into a reviewable schedule. A person confirms each entry before it drives a calendar.
Assemble the closing binder and diligence index from the deal documents, flagging gaps and missing signatures for someone to chase. The associate reviews the index before closing.
Draft the routine client update from what actually happened on the matter, ready for an attorney to adjust and send. Nothing leaves the firm on its own.
Draft and approve, never send unattended.
Reconstruct the billable narrative from the work record so timekeepers edit rather than remember. Each entry is reviewed and approved before it reaches billing.
Generate the engagement letter from the intake and matter type, populated from your own templates for a lawyer to finalize. A person approves the terms before it is sent.
Assemble the monthly board pack: statements, commentary, and variance notes built off reconciled data, ready for the accountant to review before it reaches the client.
Every figure traces back to its source.
Scan the close for anomalies, outliers, and variances worth a second look, and route them to a reviewer ranked by materiality. Nothing is adjusted without sign-off.
Extract and populate working papers from source documents so staff review rather than retype. A preparer confirms the numbers before they enter the file.
Draft answers to routine client questions from the engagement file, grounded in their own records, for an accountant to check and send.
Low-confidence answers escalate rather than guess.
Turn a scoped opportunity into a proposal and engagement letter from your templates, ready for a partner to price and finalize. A person approves before it goes out.
Synthesize the relevant guidance for a question with citations back to the primary source, so a professional confirms the position. We never form the position for you.
Grounded in cited authority; the sign-off stays with your CPA.
Categorize and reconcile transactions at speed, holding the uncertain ones back for a person to decide.
Low-confidence items are surfaced, not booked silently.
Draft the RFP response from your past proposals and project record, assembling the relevant experience for a principal to shape. A person owns the final submission.
Claims are grounded in your own project archive.
Assemble a tailored statement of qualifications from your project history and staff resumes, matched to the pursuit. A reviewer confirms it before it is submitted.
Check a specification or drawing set against the applicable standards and flag the deviations for an engineer to resolve. Nothing is signed off automatically.
Each flag cites the clause it references.
Find the detail, calculation, or decision from a past project when someone needs it, grounded in your own files rather than memory.
Results link back to the source they came from.
Turn field notes and site photos into a structured report draft, ready for the engineer of record to verify and sign. The sign-off stays with the licensed professional.
Answer a new hire's how-do-we questions from your own playbooks and precedent, grounded in firm sources rather than a general model. A person owns anything client-facing that results.
Answers cite the internal document they came from.
Read inbound mail and requests, classify them, and route each to the right person with a suggested next step. A human decides; the system only proposes.
Turn a meeting into a structured record of decisions, owners, and follow-ups, ready for someone to confirm and assign. Nothing is committed without a person's approval.
The model that produces a passable first draft is a commodity now. The hard part is the boring part around it: knowing when it is wrong, seeing what it did, approving before it acts, and having someone answer when it breaks. We ship the demo and the four things that keep it running.
Every outcome here stops at a defined point where a qualified person approves before anything becomes a filing, a client answer, or a signed document. Your people keep the judgment and the sign-off. We make that judgment faster and better supported, never absent.
Where the work rests on a source, the output carries a link back to it, so a reviewer can verify rather than trust. In your work the trail to source is not a feature, it is the professional standard, so we build it in from the start.
When the system is unsure, it routes the item to a person instead of filling the gap with something plausible. A wrong answer delivered confidently is the failure mode that matters in your work, and we design against it.
We look at where the hours actually go and leave you with a prioritized plan and rough ROI, with us or without.