AI development · digital transformation

Bring your company to the speed of AI.

We build custom software, AI integrations, data systems, and workflow tools that help businesses grow, cut manual work, and operate with more clarity.

$ map_workflow --company manufacturing

→ manual handoffs found: 14

→ automation candidates: 6

→ AI-assist opportunities: 4

→ first pilot: BOM → production documents

Less retyping Turn repeated copy-paste work into structured pipelines.
Faster ops Dashboards, tools, and integrations that reduce delays.
Safer AI Human review, permissions, and clear data boundaries.
Custom software · AI integration · data consolidation · dashboards · payouts · workflow automation · manufacturing tools · enterprise systems

Services

What we build

Choisco is for companies that need more than advice. We design, build, integrate, and ship the systems that make AI useful inside real operations.

01 / Custom software

Internal tools, dashboards, and production systems

We build the software layer your team actually uses: admin dashboards, workflow tools, reporting systems, customer-facing platforms, and operational utilities.

  • Internal tools and web apps
  • Dashboards and reporting
  • APIs and integrations
  • Testing, monitoring, documentation

02 / AI integration

AI inside real company workflows

We connect AI to your documents, data, tools, and approvals so it helps with real work instead of becoming another disconnected demo.

  • Workflow mapping and AI audits
  • RAG over company knowledge
  • Agentic workflows with guardrails
  • Human-in-the-loop review

03 / Data consolidation

Clean data flows for finance, operations, and leadership

We turn scattered spreadsheets, exports, invoices, payouts, catalogs, and operational data into reliable systems people can trust.

  • Data cleanup and deduplication
  • Metadata merging and validation
  • Finance and payout workflows
  • Executive and team dashboards

04 / Automation

Remove the repetitive work slowing the company down

We find the highest-leverage manual processes and turn them into deterministic tools first, then add AI where it clearly helps.

  • Document generation
  • QC and validation tools
  • Import/export automation
  • Team enablement and training

Proof

Built for real operations

The strongest signal is not a promise. It is the kind of systems already built: production platforms, finance workflows, manufacturing tools, data utilities, and AI-assisted operations.

Marketplace systems

Bookings, payouts, invoices, and admin AI operations

Built a production marketplace with booking lifecycle logic, payment tracking, payout workflows, invoices, audit logs, operations queues, and a read-only admin AI assistant.

Manufacturing automation

Footwear digitization tools for complex factory workflows

Built and prototyped tools around BOM parsing, Rhino/Blender workflow analysis, QC checks, colorway automation, and production-document opportunities for a shoe manufacturing pipeline.

Production websites

Content platforms with SEO, analytics, CMS, and cloud deployment

Built production Next.js/Cloudflare web platforms with admin CMSs, migrations, structured data, analytics gating, YouTube imports, and deployment discipline.

Data utilities

Large-catalog consolidation, validation, and metadata systems

Built tools for duplicate detection, metadata consolidation, registrations, validation, and large music-publishing data workflows where accuracy matters.

Operational intelligence

See the system before we build it.

We turn messy operations into a clear model: inputs, outputs, approvals, handoffs, data sources, automation points, and the places AI can safely help.

Enterprise readiness

Serious systems, not science projects.

For larger companies, the question is not “can AI do something cool?” It is “can this survive real operations?” We build with that in mind from the start.

  • Workflow-first discovery before model selection
  • Permissions, audit trails, and data boundaries
  • Human review for sensitive outputs
  • Integration with existing tools and legacy processes
  • Documentation, testing, monitoring, and handover
  • Clear pilot scope before larger rollout

Process

From idea to working system

Discover

We identify where time, money, and accuracy are being lost. The output is a practical opportunity map, not a vague AI strategy deck.

Prototype

We prove the workflow quickly with real data or realistic samples, then decide what should be deterministic software and what should use AI.

Ship

We build the production version with integrations, permissions, testing, documentation, and a handover your team can actually maintain.

About

An experienced development team.

We have built across a variety of sectors: marketplaces, manufacturing, media, music tech, finance workflows, data utilities, and AI-assisted operations.

What clients should expect

Plain-English communication, fast prototypes, honest scope, and production discipline. The goal is not to impress you with AI vocabulary. The goal is to build something your company uses every week.

Start

Book an AI workflow assessment.

Tell us where your company is losing time to manual work, disconnected systems, or messy data. We will help identify the highest-leverage build.

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