AI Systems Built Around Your Real Workflow
We design and deploy production-ready AI agents that handle repetitive operational tasks across your inbox, CRM, documents, and internal tools — so your team moves faster without adding headcount.
Built for your operations, not around a model
Your actual processes
Built around your real workflows, not generic prompts.
Your existing tools
Integrates with the tools your team already uses.
Safeguards built in
Includes human review, guardrails, and production handoff.
You do not need another AI demo. You need a system that actually removes work.
Most teams are stuck between two bad options: generic automation that breaks on edge cases, or manual work that keeps eating time and margin. We build custom AI systems that sit inside your workflow, use your business context, and complete real operational tasks with human oversight where needed.
Workflow-first design
Custom retrieval over your data
Secure handoffs and escalation
Production-ready, not prototype theater
What we build
Custom AI agents that plug into your business processes and take care of repetitive work safely, reliably, and with clear boundaries.
Internal Knowledge Agents
Answer operational questions using your documents, SOPs, project files, and internal knowledge base.
Inbox and Request Triage
Read incoming messages or form submissions, classify them, draft responses, and route them to the right workflow.
Document Automation
Generate first drafts of quotes, proposals, and reports. Pull the right data and prepare documents faster.
CRM and Back-Office Sync
Update records, trigger follow-up actions, and keep systems in sync across your workflow.
Human-in-the-Loop Workflows
Escalate exceptions, request approval when needed, and keep people in control of critical decisions.
What changes for your team
"The goal is not to replace your team — it is to remove the work that should not need a person."
Who this is for
This is built for operations-heavy businesses where teams are managing a high volume of requests, updates, documents, and follow-up across disconnected systems.
Selected Work and Capability
Systems we have built, shipped, and handed off.
alptimer
Time tracking for construction crews via Telegram. Workers text 'in' or 'out' — no app, no training. The system handles break rules, overtime, and rest periods automatically with an append-only audit log.
Eliminates manual timesheet collection and compliance calculation for distributed field teams.
alpinemail
Email validation API with fraud detection built on European AI. Four verification layers in one API call: syntax checks, DNS record validation, disposable domain detection, and behavioral pattern analysis.
Reduces bounce rates and blocks fraudulent sign-ups before they enter the pipeline.
scotty
Custom AI agent that triages incoming requests, routes them to the right workflow, and drafts initial responses using internal knowledge. Handles classification and escalation across disconnected inboxes.
Reduces first-response time and eliminates manual sorting across operational channels.
Start with one high-value workflow
The fastest path to ROI is not a massive AI program. It is one clear operational workflow implemented properly.
AI Workflow Audit
A focused review of one operational process to identify what can be automated, what needs human review, and what a production-ready implementation should look like.
What's included
- Workflow breakdown
- Automation opportunity assessment
- Risk and approval mapping
- Recommended implementation path
- Suggested first build scope
Skeptical of AI? Good.
So are we. Most AI projects fail because they are too vague, too broad, or too disconnected from the real workflow. That is why we focus on narrow, high-value implementations with clear boundaries, usable outputs, and human control where it matters.