AI Advisory & Engineering
We design the AI systems your business runs on.
ClearStack builds agentic AI workflows and custom knowledge tools for growing companies — the kind of infrastructure usually reserved for teams with an in-house AI function. No jargon, no science project. Systems that do the work.
Approach
What we build
Agentic systems
AI agents that take real actions — pulling data, drafting work, updating systems — under rules you control, not chat windows that answer questions and stop there.
Custom build-outs
Purpose-built tools for your business: private search over your own files and records, internal copilots, and automations tailored to your workflows, not a generic template.
Guided adoption
The right foundation models and platforms for your size and budget, configured and governed properly, with your team trained to actually use what's built.
Focus
Industries we focus on
We go deep in a handful of industries rather than wide across all of them. Each one has a clear, provable case for agentic AI.
Billing by the hour makes the return on automating research, drafting, and case admin immediate and easy to prove — privileged files are handled to the same confidentiality standard as your own practice.
Heavy admin load and high staff turnover create real knowledge gaps — addressed HIPAA-aware from day one.
High document volume and a hard seasonal deadline make the payoff impossible to miss — financial records handled with the same confidentiality your clients expect from you.
Deals move fast and close without a procurement committee — systems can go live in the same sales cycle they're built for.
High volumes of bids, contracts, and RFIs, in a market most AI consultancies aren't paying attention to yet — bid and contract data kept as confidential as the paperwork itself.
For larger organizations outside the five industries above: independent, vendor-neutral assessments of your technology stack and where AI genuinely fits into it.
Hover a row to read the case
The gap is rarely ambition. It's the wiring between what a business already knows and what it can act on.
Services
Four ways to start
AI Readiness Assessment
A structured look at your workflows, data, and tools to find where agentic AI actually pays off — and where it doesn't.
Agentic Workflow Design & Build
End-to-end design and implementation of AI agents that handle real, multi-step work inside your existing systems.
Custom Knowledge & Search Systems
Private retrieval tools built on your own documents, records, and data — so answers come from your business, not the open internet.
Ongoing Advisory
Monthly strategy and hands-on support as tools, models, and your business needs evolve — priced for SMB and mid-market budgets.
Process
How an engagement runs
Discover
Map your workflows, data, and where time actually goes.
Design
Scope the specific system worth building, with a clear return.
Build
Implement, test, and integrate it into how your team already works.
Adopt
Train your team and stay on to tune the system as it earns its keep.
Let's find the system worth building.
Tell us what's eating the time ↓Contact
A first consult is a conversation, not a pitch
Bring the workflow that eats the most time. We'll tell you plainly whether AI is the right fix.