Systems consulting · Software delivery
Most consultancies hand you an architecture diagram. We operate a production platform of our own — two dozen hosts, four dozen services, our own GPU inference, monitored and backed up around the clock. Everything we recommend, we run ourselves first.
Selected work
Not case studies — running systems. Each of these was built end to end and lives on infrastructure we maintain. Several you can open right now.
Backup orchestration for virtual infrastructure. Schedules, runs, and verifies snapshots across a fleet — with restore-path testing, so recovery is proven rather than assumed.
Tell it what's in your bar and a self-hosted language model designs a cocktail — checked for chemistry, costed against inventory, and rendered as artwork. Runs on our own GPU; no third-party AI provider ever sees the request.
Accounting and finance platform with a worker-backed processing pipeline — ledgers, reconciliation, and reporting for operations that have outgrown spreadsheets but can't absorb enterprise software.
Job search and application tracker. Ingests postings, moves every application through its pipeline, and keeps contacts and follow-ups attached to the opportunity they belong to.
Wildfire situational-awareness PWA. Layers live fire-weather indices, satellite hotspots, and open geospatial data onto one map — and keeps working offline when you're past the last cell tower.
Financial modelling — amortisation, true cost of borrowing, scenario comparison. Built because most calculators quietly round away the number that actually matters to the decision.
Trading intelligence assistant. Synthesises price action, news, sentiment, and macro signals into short-term setups through a language-model pipeline that shows its reasoning rather than just its conclusion.
Browser diagnostics server that captures DevTools errors, network activity, console logs, and performance events — then exposes them through an API designed for AI agents to read while they debug.
A working surface for using Redis as a context and memory store — inspect keys, vectors, and semantic caches while you're building against them, instead of guessing from a CLI.
Try it
Three of our tools, running in this page. No sign-up, no sales call. This is the same logic that runs in production, wired to a demo surface.
Move the controls. Every figure recalculates against a full month-by-month schedule — not an approximation.
Pick what you have. A language model running on our own hardware designs something drinkable from it — with a method, a flavour profile, and the glass it belongs in.
Click any card to advance it a stage. This is the tracking model the real product uses — every application has exactly one place it lives.
The platform
Every product above runs on one platform we designed and operate: private inference, governed agent tooling, observability, and tested recovery. This is what "we run it too" actually means.
One pane over the estate — inventory, service health, ingress, intrusion watch, and power control.
A single governed gateway fronting 22 tool servers, so every AI agent works against the same audited surface.
OpenAI-compatible language models on our own GPUs. Prompts and data never leave the building.
Metrics and alerting across every host we monitor, with dashboards defined as code and reviewed like code.
Prompt-injection screening, cost-weighted rate limiting, and output validation in front of every model call.
Orchestrated snapshots with tested restore paths. Recovery we've proven, not recovery we assume.
Approach
Engagements are tailored, but the workflow stays consistent so you always know what comes next.
Align on outcomes, constraints, and the systems that actually drive your business.
Map the architecture, security posture, and delivery plan needed to execute it.
Build and ship with clean communication, real documentation, and measurable progress.
Hand over something that stays up — monitored, backed up, and documented well enough to run without us.
Capabilities
Contact
Share your goals, timeline, and current challenges. You'll get a clear proposal and next steps — not a deck.
Based in
Canada · Remote engagements worldwide
Typical response
Within 2 business days
Engagement styles
Advisory · Build sprint · Retained partner
