Questions buyers actually ask.

You work directly with the people building. Drivia is founder-led — Wilson Guenther (CEO/CTO) is hands-on in every engagement. There are no layers of account managers between you and the engineers. Short instructions become full production scope, and decisions happen fast because the person making them is also writing the code.

We scope and prototype fast. Most engagements move from initial brief to working software in days, not months, because we run an agentic engineering stack tuned for production-speed delivery. We don't slow down for overhead. If you can describe the problem clearly, we can show you running code quickly. That said, we only take on work we can execute well — if the timeline isn't realistic, we'll tell you.

Yes. We sign NDAs before any substantive technical or business conversation. Mutual NDAs are standard. If you have a preferred form, send it — we'll turn it around fast.

Drivia Consulting LLC is a full-stack software development, AI/ML, and digital media firm. Drivia Learn — the LMS — is one product we built to prove the model. The firm has four service lines: custom software, AI and machine learning systems, digital media and distribution, and adaptive training technology. Buyers come to us for custom builds, AI workflows, media production, and government technology — not just for the LMS.

Engagements start with a working call where we scope the problem together. From there we move into a defined build: architecture, database, API, UI, deployment, and handoff — or ongoing operation if that's the model. Every scope is written down and agreed before work starts. We don't do endless discovery phases that bill by the hour while nothing ships.

Both models are available depending on the scope. Discrete, well-defined builds are typically fixed-price or milestone-based. Ongoing product work, AI system iteration, and media production often run on a retainer or sprint model. We'll structure the engagement to match how your organization buys and what gives you the most control over risk.

You do. Every engagement is structured so the client owns the code, the data models, and the intellectual property delivered. We do not embed proprietary dependencies that create lock-in. If you want to hand the work to your internal team after delivery, or to another firm, there is nothing stopping you. Sovereign ownership of your own systems is a first principle here.

Yes. We build for sovereign deployment. That means we can deliver to your cloud account, your on-premise environment, an air-gapped data center, or a government-specific hosting environment. We don't require you to stay on our infrastructure. The stack — Next.js, React, TypeScript, Postgres/Supabase, Vercel — is standard and runs anywhere.

We build on Next.js 15, React 19, TypeScript (strict), Postgres 17, Supabase, and Vercel — all mainstream, well-documented, and widely staffed. Nothing exotic. Your internal engineers or any competent outside firm can maintain the codebase after we hand it off. We don't use proprietary frameworks or lock-in-by-default architectures.

Multi-tenant SaaS is our standard. Drivia Learn itself is a multi-tenant platform with row-level security, per-tenant data isolation, custom domain support, audit logging, and enterprise role controls. We build these patterns into every production system we deliver — not as bolt-ons after the fact.

We build AI systems with evaluation layers, output guardrails, and citation requirements — not just prompts. Our AI governance approach was co-designed with a Boeing Associate Technical Fellow. That means structured intent classification, confidence scoring, multi-model routing with circuit breakers, and human-in-the-loop review where appropriate. We treat AI governance as an engineering problem, not a policy document.

Yes. Drivia's architecture is designed to run in sovereign, high-security, and air-gapped environments. We understand procurement review, security questionnaires, and the constraints of deploying into hardened infrastructure. Our capability statement covers NAICS codes 541511, 541512, and 541519, and we can adapt the stack to your environment's specific requirements.

It can be done together or separately. Drivia's digital media service line handles video, audio, narrated content, voiceover, and the full distribution layer. Most firms stop at content creation. We go further: organic to paid, platform-specific distribution, and scaled publishing systems. If you're launching a product or a course and you also need the media around it to move, we handle both.

We run the distribution. That means a publishing system, not a file drop. We have built and operated scaled content pipelines across multiple platforms. If you want content that actually reaches people, we build the infrastructure to move it — scheduling, platform optimization, organic amplification, and paid amplification when the organic signal is strong enough to justify it.

Yes. We produce narrated training content, animated explainers, and instructor-style video that integrates directly into the Drivia Learn LMS or into any SCORM/xAPI-compliant system. This is the same production pipeline we use internally — it's not an afterthought.

What's Your POV is a separate shipped product — a live event photo and video platform on iOS and Android. Digital media services through Drivia Consulting are distinct: video production, distribution strategy, and content systems for clients. The two are related in that both demonstrate the firm's media range, but they're different service offerings.

Yes. Drivia Consulting LLC is SAM.gov Active with UEI TQEKQKG7YQJ3. We are a minority-owned small business headquartered in San Marcos, Texas. Our capability statement is available for procurement review, and we can provide it on request or have it delivered through your standard procurement intake.

Our primary NAICS codes include 541511 (Custom Computer Programming Services), 541512 (Computer Systems Design Services), and 541519 (Other Computer Related Services). We also cover digital media and training-related codes. If you need the full list for a specific procurement vehicle, request the capability statement via /contact.

Yes. We are set up to work as a subcontractor under prime contractors, and to support federal agency programs directly under the right procurement vehicle. Our team understands the compliance requirements, documentation expectations, and delivery cadence of government contracting. The conversation starts at /contact.

Sovereign and air-gapped deployment is something we architect for explicitly — not something we try to retrofit after the fact. Our stack can be fully containerized, shipped to government-approved cloud environments (GovCloud, on-premise), and operated without any dependency on our own infrastructure. We can discuss specific requirements under NDA.

Yes. Drivia Learn is available as a standalone product — white-label, license-to-own, or fully managed. You do not need to hire us for a custom software build to use the LMS. Conversely, if you hire us for software or AI work, the LMS is optional. They're independent offerings.

White-label deployment means your employees, clients, or learners see your brand — your domain, logo, color scheme, email templates, and certificates. The LMS runs on Drivia's engine but presents entirely as your product. Custom domain, branded login, tenant-scoped analytics, and instructor controls are all included. Your users may not know Drivia is underneath it.

Yes. Drivia Learn is built on SCORM, xAPI, and LTI 1.3 — the standards required by procurement in higher education, workforce development, and government training. SSO and SAML support are on the roadmap. If your procurement requires specific interoperability confirmation, include it in your inquiry.

JAX is Drivia Learn's AI tutor — a Socratic guide that helps learners through lessons, answers questions, and adapts difficulty based on the learner's real-time state via the H2E adaptive intelligence framework. JAX is built with citation requirements, output guardrails, and intent classification baked in. It is not a raw chat window wired to a language model. AI governance is a first-class engineering concern here, co-designed with a Boeing Associate Technical Fellow.

Row-level security is enforced at the database layer on all tables — not handled by application-layer logic that can be bypassed. Data is encrypted at rest (AES-256) and in transit (TLS 1.3). Audit logging covers 40+ event types. HMAC-SHA256 webhook signing. Payment card data is never stored — Stripe handles that. Enterprise clients get additional controls: data residency, retention policies, and role-based access scoping.

SOC 2 Type II is in progress. Our infrastructure runs on Supabase, which publishes security and compliance documentation for enterprise review. Drivia's application-layer controls — row-level security, audit logging, encryption, role-based access, and anomaly detection via QueryGuard — are designed to support SOC 2 review. If you have a security questionnaire, send it to our sales team and we will complete it.

Yes to both. Drivia is designed around FERPA-aligned data handling — student education records are not disclosed without proper authorization, and organizational admins do not receive blanket access to individual AI conversations. We provide DPA templates and review customer DPAs for educational institutions. FERPA school-official language and data processing terms are confirmed before any contract is signed.

Drivia targets WCAG 2.1 Level AA and supports Section 508 and ADA Title II procurement review. Features include keyboard navigation, screen reader support, sufficient touch targets, skip-to-content links, reduced-motion support, dyslexia-friendly fonts, and adjustable text sizes. VPAT and ACR materials are available to share during procurement when approved for release.