Plan. Build. Scale.
AI that moves your business.
Cornerstone AI Works turns AI ambition into working systems. We design the strategy, build custom AI agents and automate the workflows that slow your team down, with measurable results in weeks rather than quarters.
AI Core
Your cornerstone for practical, measurable AI.
We are a team of AI consultants and engineers who help growing companies move from AI curiosity to AI results. We start with your business goals, not the technology, and we build solutions your people trust and actually use.
Business outcomes first, technology second
Senior experts on every engagement
Transparent scope, pricing and progress
Start with the why
Every project is tied to a clear business goal and a metric we agree on together.
Build it right
Proven architectures, the right models and secure integrations with your systems.
Prove the value
We measure results, report honestly and scale only what works.
Sound familiar?
Most growing businesses know AI matters. The hard part is turning it into something that works reliably, safely and profitably.
Your team is buried in manual, repetitive work
Skilled people spend hours copying data between systems, chasing information and writing the same emails, instead of doing the work that grows the business.
Pilots that never reach production
Promising demos stall because nobody owns integration, security or adoption.
Data scattered across tools
Knowledge lives in inboxes, drives and apps that don’t talk to each other.
No clear ROI from AI spend
Subscriptions pile up, but nobody can say what they’re actually delivering.
Security and compliance worries
Leaders hesitate because they can’t see where data goes or who approved what.
Everything you need to go from idea to impact.
Six connected services, delivered by one accountable team. Start with one and add the others as you grow. Select a service to see what’s included.
AI Strategy & Roadmap
Know exactly where AI will pay off before you invest. We assess your processes, data and team, then rank opportunities by value and effort.
AI readiness assessment
Use-case discovery workshops
ROI-ranked opportunity map
90-day roadmap and budget
ROI you can explain in one sentence.
Before we build anything, we model the return with your real numbers: hours, volumes and costs. If the business case doesn’t stack up, we tell you, and we don’t build it.
A business case built from your own data
Success metrics agreed before kickoff
Monthly reporting on actual results
Four steps from first call to lasting results.
A clear, low-risk path with a working result at the end of every phase. Click through each step.
Discover what matters most
We interview stakeholders, map your key workflows and review your data and systems to find the opportunities with the fastest, safest payback.
Process and data assessment
Ranked list of AI opportunities
Initial ROI estimates
Value for every seat at the table.
AI isn’t just an IT project. Here’s what our work typically changes for the people across your business.
Founders & CEOs
A clear AI strategy tied to growth and margin, not hype, with honest reporting on return.
Operations leaders
Fewer manual hand-offs, faster cycle times and early warning when something goes wrong.
Finance teams
Automated invoice processing, reconciliation and reporting with a full audit trail.
Sales & marketing
Researched leads, personalised outreach and content produced in minutes, not days.
Customer support
Instant answers to routine questions and better context for the complex ones.
IT & security
Governed, secure integrations and clear control over data, access and models.
The engine underneath your AI.
Every solution runs on the same proven foundation, so it’s secure, observable and easy to extend as your needs grow.
Agents that plan, act and hand off
Multi-step agents coordinate tools, data and people, routing anything uncertain to a human.
Plugs into your stack
CRM, ERP, help desk, email, drives and custom APIs.
Grounded in your data
Secure retrieval with source citations on every answer.
Controls you own
Approvals, permissions, audit logs and a kill switch.
See the value, live
Dashboards for volume, accuracy, time saved and cost per task.
Before and after working with us.
✕ Hours lost to copy-paste and manual data entry
✕ AI experiments that never leave the demo stage
✕ Answers buried across inboxes and drives
✕ Unclear costs and no measurable return
✕ Worry about where company data is going
Repetitive work handled by agents, reviewed by people
AI running in production within weeks
Instant, cited answers from your own knowledge
A dashboard that shows time and money saved
Clear governance, permissions and audit trails
Proven patterns for your industry.
We bring battle-tested approaches and adapt them to your data, regulations and workflows.
All industries →Intake and documentation, streamlined
Automate patient intake, scheduling and documentation drafts so staff spend more time on care.
Faster reconciliation and review
Process statements, match transactions and prepare reports with a complete audit trail.
Support and content at scale
Answer order questions 24/7 and generate on-brand product content across your catalogue.
Orders and exceptions, handled
Read purchase orders, update systems and flag shipment exceptions before they escalate.
More billable time
Draft proposals and reports, search past work instantly and capture time automatically.
Every lead answered fast
Qualify and follow up with leads instantly and prepare listing and transaction documents.
Questions, answered.
Can’t find what you’re looking for? Our team is happy to help.
See all FAQsHow quickly can we see results?
Most clients have a working pilot in a live workflow within 4–8 weeks of kickoff, after a 2–3 week discovery and design phase.
Do we need our own data scientists or engineers?
No. We handle the technical work end to end and train your team to use and manage what we build. If you have an IT team, we work closely with them.
Is our data safe?
Yes. We use least-privilege access, private deployments where needed and providers that don’t train on your data. Every solution is reviewed with your IT team before launch.
Which AI models and tools do you use?
We’re model-agnostic and choose the right model for each task, whether that’s OpenAI, Anthropic, Google or open-source, so you’re never locked in.
How is pricing structured?
Engagements are fixed-scope and fixed-price, agreed in writing before work starts. Ongoing support is available as a monthly partnership.
Ready to put AI to work in your business?
Book a free 30-minute demo and strategy call. We’ll show you what’s possible and outline a practical first step.
