About
Halogen Solutions
A technical consultancy focused on AI transformation and data systems for operations-intensive businesses.
Halogen Solutions was built around a straightforward premise: most companies are sitting on significant operational leverage they can't capture because their data and AI systems aren't keeping pace with their business.
The gap isn't usually knowledge — leadership understands that data and AI matter. The gap is execution. Getting from "we should do something with AI" to a working system that saves 15 hours a week requires technical depth, operational understanding, and the discipline to ship something real instead of something impressive-looking in a demo.
That's what we do. We come in, map the operational reality, identify where AI and data systems create the most leverage, and build working solutions — fast. We're not building the most elegant system in the world. We're building the right system for where your team is right now, that they'll actually use.
Our background is in geospatial engineering, data infrastructure, and applied AI built in production environments where accuracy and reliability actually matter. We understand what it looks like when these systems fail, and we design against those failure modes from day one.
Engagement type
Project-based sprints
Client profile
SME and mid-market operations teams
Approach
Scope → build → ship → hand off
Vendor stance
Neutral — no platform partnerships
How We Work
Operating principles
Build, don't just advise
We measure our value by working systems deployed in production, not by the quality of our slide decks. Every engagement ends with something your team can use.
Understand operations before architecting
Good systems are designed around how work actually happens, not how org charts say it should happen. We embed with your operators before we scope a solution.
Scope tight, deliver fast
Long-horizon projects lose momentum and accumulate assumptions. We work in focused sprints with a clear deliverable at the end of each one.
Vendor-neutral by design
We have no platform partnerships that create recommendation bias. We evaluate tools on their merits for your specific situation — and we'll tell you when the right answer is something you already own.
No dependency creation
We build systems your team can own and operate without us. Clean handoffs, real documentation, and training where appropriate.
Direct communication
You work directly with the people building your system. No account management layer, no handoff to junior staff after the sale.
Capabilities
Areas of expertise
Data Architecture
Warehouse design, pipeline engineering, operational data modeling, modern data stack (dbt, Airflow, Snowflake, BigQuery, Postgres)
AI Systems Engineering
RAG pipelines, LLM integration, agent workflows, embedding infrastructure, production AI deployment and observability
Workflow Automation
Process mapping, automation design, API integrations, orchestration, human-in-the-loop system design
Internal Tooling
Custom dashboards, operational platforms, internal APIs, reporting infrastructure, self-service analytics layers
Geospatial Systems
Spatial databases, mapping platforms, location intelligence, geospatial analytics pipelines
Technical Advisory
AI adoption strategy, build vs. buy assessment, vendor evaluation, architecture review, technical due diligence