We build the AI systems
that make your data intelligent.
You have operational data. You need AI capability. Most companies either buy generic SaaS (wrong fit) or hire AI teams (wrong timeline and cost). LinkedTIERRA builds the custom system — you own it. We can then retain it, hand it off, or both.
What we build.
Four capability areas — delivered as a single integrated system or individually, depending on where you are and what you need.
Custom digital twins
We map your system's actors, data sources, and stakeholder views — then build a live twin that every role can see. Not a generic SaaS twin. A twin built for your specific operation.
Sensor + AI pipelines
You have IIoT sensors, drones, wearables, or satellite data — and no idea what to do with it beyond logging. We connect the data to a reasoning engine and surface actionable intelligence.
Operator platforms
We build production-grade operator platforms — auth, multi-tenancy, role-based views, real-time data, AI assistant, rate limiting. LinkedTIERRA Live is the proof of capability.
LLM integrations
Connect Claude or another LLM to your existing data sources and workflows. Not a chatbot bolted on. An AI assistant grounded in your operational data — aware of your system's context.
We built LinkedTIERRA Live.
We can build yours.
LinkedTIERRA Live — the production operator platform — was built by the same team on the same stack we use for client engagements. When you ask us to build your AI system, we're showing you the portfolio piece, not describing it.
Clerk · org-scoped RLS · role system (admin/operator/viewer)
Claude-powered · branch-aware system prompt · rate-limited 10/min · 200/day per org
S3 GeoTIFF upload → CloudFront CDN → Leaflet render · USGS flood data API
⌘J assistant · ⌘B branch context · ⌘K command palette
Supabase RLS · Upstash Redis rate limiting · Next.js 15 App Router · TypeScript
HOU-01 · HOU-02 · DFW-01 · ATX-01 · ATL-01 · PHX-01 · MIA-01
Built in 11 development batches — A through K — covering auth, multi-tenancy, AI assistant, rate limiting, Supabase RLS, S3 thermal pipeline, USGS flood data, Leaflet GeoTIFF rendering, and full operator UX. This is what we build for clients.
How we work together.
Three models — choose what fits your situation. Every engagement starts with a systems assessment. No fee. No retainer required.
Project-based
We build the system. You own it. Clean handoff with documentation, training, and a 30-day support window. Best for organizations with internal engineering capacity to maintain afterward.
Clear scope · internal team ready · one-time build
Retained
We build it and run it. Monthly retainer covers ongoing development, monitoring, AI model updates, and system improvements. Best for organizations without internal AI/engineering capacity.
No internal team · evolving requirements · long-term relationship
Hybrid
We build it, run it through the first 6 months, then transition to your team with full documentation and a structured handover. Bridges the gap between project and retained.
Building internal capacity · timeline-based transition
Tell us what
you're building.
Discovery call — 30 min to understand your data, your system, and your goal
Technical scoping — we map the architecture before quoting
Fixed-fee proposal — or retained if that fits better
Build — typically 4–12 weeks depending on scope