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Software

Custom Software Development With AI Built Into the Workflow

Internal tools, portals, integrations, and operational systems built around how your business works, with AI doing the repetitive parts inside the software rather than in a separate tool. Senior engineers, a maintainable stack, and code you own.

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Who This Is For

Built for operations that outgrew spreadsheets and off-the-shelf tools

  • Companies running critical processes on spreadsheets, email, and tools that were never designed for them.
  • Businesses with several systems that do not talk to each other and staff who re-key between them.
  • Teams that need a portal for customers, vendors, or field staff connected to the back office.
  • Operations leaders who want AI inside the tools people already use, not another login.

What We Build

Software shaped by the work

Internal tools and operational systems

Dispatch boards, quoting systems, case management, inventory, approvals, and reporting built to your process.

Customer, vendor, and field portals

Self-service portals connected to the back office: requests, documents, status, payments, and messaging.

Integrations

Systems connected through APIs, database sync, and event pipelines so data is entered once and flows everywhere.

AI inside the software

Assistants, document extraction, classification, drafting, and automation designed into the screens and workflows.

Modernization

Legacy tools replaced or wrapped incrementally, with data migrated and users moved without a big-bang cutover.

Operations

Monitoring, logging, backups, CI pipelines, and infrastructure on AWS, Kubernetes, and Cloudflare, with runbooks.

Software that fits the work

Off-the-shelf tools fit most of a process and force workarounds for the rest, and the workarounds are where the errors and the hours go. Custom software fits the whole process, connects the systems that hold the truth, and can put AI exactly where the repetitive work happens.

What we build

Operational systems such as dispatch, quoting, case management, and approvals; portals for customers, vendors, and field staff; integrations that let data flow between systems; AI features such as document extraction, drafting, classification, and assistants designed into the screens; and incremental modernization of legacy tools.

How we work

Discovery with the users, a prototype before the build, working software every few weeks, migration and training at launch, and continuous improvement afterwards. Everything is built on Node.js or Python, React, and PostgreSQL, with containers, CI pipelines, and monitoring, so the software is operable and ownable.

What you measure

Cycle times, errors, hours returned, adoption, and the specific operational metric the system was built to move, reviewed at every release.

How It Works

How we deliver software

  1. Process discovery

    The workflow, the people, the systems, and the pain points documented with the users, and the first release defined.

  2. Design and prototype

    Data model, screens, integrations, and AI features prototyped and reviewed before the build.

  3. Build in increments

    Working software every few weeks, used by real people, with feedback shaping the next release.

  4. Launch and evolve

    Migration, training, and support through the first cycles, then continuous improvement or handover to your team.

Stack & Integrations

Software stack

Node.js, TypeScript, Python React, Next.js PostgreSQL, Redis OpenAI, Anthropic Claude, AWS Bedrock, self-hosted models Docker, Kubernetes, AWS, Cloudflare GitLab and GitHub CI/CD ERP, accounting, CRM, and telephony APIs

Industries

Custom software by industry

Engagement Models

Engagement models

Discovery

Two to three weeks: process map, requirements, architecture, integration inventory, and a build roadmap with releases.

Build

Fixed-scope releases delivered in increments with migration, training, and launch support.

Evolution and operations

Ongoing development, hosting, monitoring, and AI operations, or handover to your engineers.

FAQ

Questions about custom software development

Why custom instead of a SaaS tool?

When a tool fits your process, buy it and we will integrate it. Custom software pays off when the process is specific, when several systems must work as one, or when per-seat licensing and workarounds cost more than building.

How do you keep projects on budget?

Discovery first, fixed-scope releases, working software every few weeks, and honest change control. You see progress in the product, not in status reports.

Do you work with our existing systems?

Yes. Integration with ERP, accounting, CRM, telephony, and legacy databases is part of most builds.

What does AI add to internal tools?

Document extraction into forms, drafted communications, classification and routing, assistants over procedures, and automation of the steps between screens, designed into the workflow rather than bolted on.

Who owns and maintains the software?

You own it. It is built on a mainstream stack with documentation and pipelines, and can be maintained by your team or by DPI.

Related

Next Step

Bring one workflow. Leave with a production plan.

Tell us where calls, tickets, documents, or approvals pile up. We map the workflow, size the impact, and propose a deployment you can measure.

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