Custom Tools & Applications in Alexandria, VA

It starts with a scoped intake call or a $99 readiness audit to map the specific workflow — not "AI for law firms" in general, but the exact task that's eating hours your team shouldn't be spending. Common starting points for small Old Town practices: a client-matter qualification tool that screens new inquiries against your practice criteria and outputs a structured intake summary, or a first-pass engagement letter generator that turns a completed intake form into a draft the associate edits rather than authors. Once the workflow is scoped, we build a functional prototype in week one, wire it to your existing tools in week two, and spend the remaining time on edge cases, documentation, and handover. You leave with the source code, a written runbook, and a trained team. Typical timeline is two to three weeks for tools at this scope. No ongoing license fees — you own what we build.

The tool operates on data you own and control. During the build, we define a structured intake format for your past performance narratives — contract numbers, NAICS codes, performance period, scope description, and measurable outcomes. That library lives in your environment, not ours. When a new solicitation comes in, the tool ingests the evaluation criteria from the RFP, matches them against your past performance library, and drafts a first-pass capability statement section that the proposal writer reviews and refines. We don't store your contract data on external servers — the deployment runs on infrastructure you control, whether that's your existing cloud environment or a dedicated Cloudflare Workers deployment we set up and hand over. Integration complexity depends on whether your past performance data is already in a structured format or living in a mix of Word documents and PDFs; the audit phase maps that before we scope the build timeline.

That's a design constraint we build to, not an afterthought. Nonprofit clients typically have one or two staff members who are comfortable with web-based tools but not with code or API configuration. The tools we ship for that context have a browser-based interface, require no command-line access, and are documented at the level of "log in, upload your program data spreadsheet, click generate." The handover includes a live walkthrough session with whoever will operate the tool day-to-day, a written step-by-step runbook, and a short video walkthrough the organization can onboard future staff with. If something breaks six months later because an upstream data format changed, that's a retainer-level fix — a one-time call, not a rebuild. We design for the real operational context of a fifteen-person policy org, not a technology team.

Fixed-price project, not a retainer. Every custom tools engagement is scoped to a specific workflow, priced as a fixed build, and handed over at completion. There's no ongoing license and no required retainer. The optional light retainer — typically a few hundred dollars a month — exists for clients who want ongoing prompt tuning, integration upkeep when upstream systems change, or training support as their team turns over. Most Alexandria clients don't activate the retainer until something changes in their environment: a new practice area, a new solicitation format, a new funder's reporting requirements. The project model is intentional — it keeps the engagement accountable to a defined outcome rather than billable hours, and it means the tool is designed to be operated independently from day one.

For most single-workflow tools at the scope Alexandria clients bring — a legal decision matrix, a grant narrative generator, a capability statement scaffolder — the build window is two to four weeks from a signed scope. Week one is prototype and internal testing. Week two is integration with your live data sources and user interface refinement. The remaining time covers edge cases, documentation, and handover. The audit phase, if you start there, adds one week before the build clock starts. The $99 readiness audit produces a written scope brief; that brief is what we build from. Some clients skip the audit when the workflow is already well-defined and the integration points are clear — in those cases we move straight from an intake call to a scoped proposal. Either path gets you to a working tool faster than any platform evaluation cycle.