briskData
Talk to an engineer

We Prepare Your Application for Production

A designer sketching interface layouts beside printed mobile wireframes.

We review AI-assisted prototypes, funded MVPs, and aging line-of-business systems, then handle the security, data, hosting, monitoring, and handoff work they need in production.

Prototype to production Customer-facing apps You keep the IP
Show us the app

What We Check Before Launch

Before launch, we check authentication, the data model, deployment, monitoring, and payment handling where money is involved.

If development has stalled or the original team has stepped away, start with our software project rescue sequence.

  • Security pass We remove secrets from code, audit dependencies, and review authentication.
  • Data model We check the schema, migrations, constraints, and indexes against expected use.
  • Payments and billing Flows account for retries, duplicate requests, webhooks, refunds, and reconciliation.
  • Hosting and cost controls Infrastructure is sized for current use with room to grow.
  • Monitoring and backups Errors, uptime, and restores are checked before launch.
  • Handoff or hosting Everything stays documented and yours. We can run it, or we can hand it over.

Software Services

Stabilize

Prototype Review and Preparation

We preserve working code, separate business logic, and update the data model for expected use. We set up monitoring and backups before launch.

Build

Custom Software Development

Custom registration systems, integrations, reporting pipelines, and internal tools when existing products do not meet the requirements.

Modernize

Legacy Modernization

Legacy systems are refactored in planned stages. We have replaced live payment flows without interrupting users.

About code refactoring
Explore

Research and Prototypes

R&D and proof-of-concept work across systems, networking, and applications. For established clients, we regularly fund pilot projects ourselves to test whether a proposed approach works.

Support After a Founder or Developer Steps Away

We help founders and leadership teams transfer operational responsibility, preserve the product, and plan what comes next.

Application takeover services

Where We Use AI

AI Adoption

We find workflows where AI can save time, such as document handling and support triage, then test one use case before expanding.

Private AI

We design and operate private AI environments when contracts or data requirements rule out public services. For RocketDocs, briskData helped design the private inference environment and continues to support and manage it in production.

AI-Built Software

We review and improve AI-generated code to help prepare your application for real users.

About AI code audits

Data and Reporting

Automated data ingestion and daily KPI reporting, including the morning reports we built for a cancer treatment center.

Reporting, Workflow Automation, and Integrations

If someone downloads the same files each morning, copies figures between systems, or checks payments by hand, start by showing us that process. We review the source data, who needs the result, and what should happen when a record is missing or a system is unavailable.

Our existing work includes automated daily reporting for a cancer treatment center and payment integrations for an events registration platform. Read about those client projects.

Recurring Reports

Collect data from agreed sources, apply the business rules, and deliver a report on schedule. Define how staff will see and correct exceptions.

Business intelligence and reporting automation

Systems That Need to Share Data

Connect applications through supported interfaces or scheduled imports. Plan how to handle duplicate records, failed transfers, and changes in either system.

Software, API, and payment integration services

Website Inquiries and Payments

Connect forms, registration, and checkout to the systems your staff use to follow up. For a new business site or a redesign, see our website design services.

Questions About the Work

Will You Work With an AI-Built Codebase?

Yes. AI-assisted codebases are a regular part of our software work. We review their code, data, security, and infrastructure, then identify what needs to change before production use.

Do I Have to Rewrite Everything?

Usually not. The prototypes we take to production keep 40% to 60% of their original code. We preserve the parts that work, then fix the structure, data model, security, and infrastructure where needed. You see that list before work starts.

Can You Run It After Launch?

Yes. We can manage your application and provide ongoing support after launch.

What Does It Cost?

We price the work after reviewing the code. Projects are usually quoted in defined phases. Our fees have typically been 20% to 30% below comparable firms, but the quote depends on the system and scope.

Request a Production Review

Tell us about your application and what you need help with. We’ll review the code before providing a quote.

  • You keep ownership: repo, infrastructure, and IP stay yours.
  • Fixed scope agreed before work starts.
  • Best for customer-facing apps, internal systems, and funded MVPs.
  • Existing code reviewed before any rewrite is proposed.

Best fit: an application nearing launch or compliance review, or one with problems affecting customers or employees.

Talk to an engineer

An NDA is available before you share sensitive details. You can request one in your message.

Your message goes directly to an engineer.