Cut operational drag.
Build custom automation.
Train your team on real AI.
Most companies adopt AI by buying ChatGPT licenses that nobody uses effectively. We take a senior engineering approach: we audit your daily operational bottlenecks, build bespoke automated pipelines, and upskill your team on practical, secure tools that actually save hours.
Paying for AI subscriptions is not an automation strategy.
Every business knows they should be using AI, but most implementations stall in predictable ways:
The Tool Graveyard
Your company pays monthly software seats for tools that sit idle because no one integrated them into day-to-day workflows.
Manual Copy-Paste Hell
Your team spends 15+ hours a week exporting CSVs, formatting emails, updating CRMs, and manually routing client requests.
Data Privacy Risks
Staff paste sensitive client data and financial records into public consumer models without data governance or guardrails.
Fragile No-Code Spaghetti
Brittle multi-step automations that break silently, leaving your team scrambling to fix failed syncs.
We don't sell AI hype or generic prompt lists. We treat your operational bottlenecks like an enterprise software problem: audit the friction, build resilient systems, and train your team to run them.
A structured engineering path to internal efficiency.
The Operational & Workflow Audit
Weeks 1–2 — Discovery & Bottleneck Identification. We review your team's day-to-day routines, interview department leads, inspect your existing toolchain (CRM, project management, ERP, communication channels), and map out every repetitive manual task costing your business billable hours.
Deliverable: A prioritized Automation Blueprint ranking high-friction workflows by time saved, implementation complexity, and estimated ROI.
Bespoke Tooling & Pipeline Engineering
Weeks 3–5 — Custom Build & Clean Integration. We build reliable software, not fragile hacks. Using modern APIs, edge runtimes, deterministic Python scripts, and private LLM endpoints, we automate your high-volume bottlenecks. Whether it's an automated client onboarding pipeline, an internal document search engine, or bidirectional CRM syncs—we build tools tailored to your exact workflows.
Deliverable: Production-ready automated systems integrated directly into your existing toolchain (Slack, Notion, HubSpot, Google Workspace, custom databases).
Team Enablement & Hands-on Training
Week 6+ — Adoption & Long-Term Autonomy. Software is useless if your team doesn't adopt it. We run interactive, role-specific workshops for your staff. We teach them how to use the new custom tools, how to write structured system prompts for their specific roles, and how to safely navigate data privacy standards.
Deliverable: Custom video walkthroughs, role-based workflow playbooks, and direct support during the rollout phase.
High-impact workflows we optimize for growing companies.
Account managers spending 3 hours manually compiling proposals, generating onboarding checklists, and setting up client workspace templates.
The Solution: One-click automated workflows that parse signed contracts, spin up client boards in your PM tool, send customized welcome packs, and notify finance in Slack.
Staff losing hours hunting through hundreds of PDFs, supplier sheets, or internal documentation for specific policy answers.
The Solution: Private, semantic vector search systems (RAG) that allow employees to query your internal knowledge base and receive accurate citations instantly—with zero data leaks.
Weekly client reports compiled by copy-pasting numbers from 4 different analytics dashboards into Google Sheets and PowerPoint.
The Solution: Automated pipelines that aggregate data across APIs, format executive summaries, generate branded PDFs, and dispatch them on schedule.
Support inboxes flooded with repetitive inquiries, leading to delayed response times and burnout.
The Solution: Intelligent incoming email classification, automated draft replies for human approval, and automatic tagging based on urgency and sentiment.
Your proprietary business data never trains public models.
Enterprise operations demand strict data governance. We configure all AI implementations under enterprise-grade privacy standards:
Zero Data Retention
We route through commercial API endpoints that legally forbid model retraining on your inputs.
EU/GDPR Compliant
Hosted locally or within EU cloud boundaries with strict role-based access control (RBAC).
Deterministic Guardrails
We separate creative tasks from mission-critical business logic to eliminate hallucinations and output drift.
Two paths to operational efficiency.
The Workflow Audit & Roadmap
Ideal for companies that want an expert audit before committing to custom builds.
- Full operational stack audit
- Employee interviews & bottleneck mapping
- Automation Architecture Blueprint
- Tool evaluation & security recommendations
Outcome: An actionable engineering roadmap your team (or ours) can implement immediately.
Full Build & Team Enablement
Ideal for companies that want turn-key execution—from discovery to custom software and team training.
- Everything in Tier 1
- Custom engineering of 2–4 priority workflow automations
- Toolchain integration
- 2x hands-on training workshops
- Workflow playbooks
- 30-day post-launch optimization
Outcome: Fully operational, automated systems running in production, with an internal team confident in using them.
Common questions from operations leaders.
Why shouldn't we just use Zapier or Make ourselves?
Zapier and Make are useful for basic single-step triggers. But when workflows scale, no-code setups become expensive, fragile, and difficult to debug. We write clean, resilient code using serverless functions, secure APIs, and deterministic fallbacks that don't fail silently or break when an external schema changes.
Are you just going to tell our team to use ChatGPT?
No. General chat interfaces solve only a fraction of business friction. We build invisible automation into the tools your team already uses (Slack, CRM, email, databases). When we do train your staff on LLMs, we teach advanced techniques: context management, role-specific system prompts, and structured output evaluation.
How much time will our team need to commit during the audit?
Minimal. We usually require 45 minutes with key department leads to observe their daily routines and identify friction points. We do the heavy lifting of mapping, architecture, and tool design behind the scenes.
How do you protect our confidential business information?
We sign strict non-disclosure agreements before reviewing your internal processes. When deploying AI models, we use enterprise API agreements that explicitly prohibit using your business data for model training.
Let's build.
Schedule an initial operational discovery call. We'll review your current bottlenecks and discuss where automation will deliver the highest return.
Senior engineering boutique based in Ljubljana, Slovenia. We audit, build, and train—treating your operational bottlenecks like enterprise software problems.