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AI-Powered Workflow Automation for Complex Operations.

Move past the hype. We build intelligent middleware, unstructured data pipelines, and production-ready AI agents that integrate directly into your legacy systems to eliminate manual operational friction.

Explore capabilities

Practical AI that integrates with what you already run.

Each capability targets a specific class of operational friction. No generic AI strategy decks—only production-ready engineering that connects to your real data boundaries.

Unstructured Data Extraction

Turning messy PDFs, subcontractor quotes, and scanned handwritten documents into structured, validated JSON data for your database. Eliminate manual re-keying and the errors it introduces.

  • Multi-format document parsing (PDF, image, handwritten)
  • Schema-validated JSON output with confidence scoring
  • Direct database or API write-back integration

Intelligent Intent Routing

Building LLM-driven categorization layers that read incoming operational emails, triage customer and tenant requests against SLAs, and automate system dispatching without human triage queues.

  • Inbox classification with SLA-aware priority scoring
  • Automated downstream system dispatch and ticket creation
  • Draft reply generation for human-in-the-loop approval

Legacy Stack Augmentation

Introducing context-aware AI utilities directly into older enterprise codebases without requiring a high-risk system overhaul. Extend what you have rather than replacing it prematurely.

  • Middleware layers that wrap existing APIs and data stores
  • Semantic search and retrieval over legacy document archives
  • Incremental rollout with no forced platform migration

Don't sign a 6-month AI roadmap. Validate velocity in 5 days.

The best way to prove AI capability is to see it handle your actual data boundaries. Through our 5-Day Micro-Sprint, our engineers will build a working, production-ready AI proof-of-concept—like a custom document parser or an internal email triage agent—in just one week. You own the code, completely.

Production-ready code, not a prototype Full IP transfer from day one Zero long-term commitment required

€0 for qualified outbound campaigns

5 Business Days · 40–50 Man-Hours

Browse sprints by your sector

Concrete deliverables, not theoretical roadmaps.

Each sprint is scoped to a single, high-friction operational bottleneck. These are examples of what our engineers have built or can build in a single week.

Construction

Field-to-Log AI Voice Transcriber

A secure audio interface converting messy site voice notes into structured daily logs pushed straight to Procore.

Logistics

Customer Email Intent Router

An LLM automation parsing incoming freight emails to query your TMS and draft ready-to-approve customer status replies.

SaaS Security

Security Questionnaire RAG Pilot

A secure, private vector-embedded database processing 200-question enterprise security spreadsheets against your SOC2 context in minutes.

Facilities

Tenant Request-to-Work-Order AI Dispatcher

An intelligent triage agent evaluating unstructured tenant complaints to automate priority tiering and work order routing.

Tell us your highest-friction operational bottleneck.

We will confirm whether it is a good fit for a 5-Day Micro-Sprint or a longer AI workflow engagement, and provide a scoped proposal within 48 hours.