CONNECTED OPERATIONS
Less friction between systems
Bring disconnected data and legacy applications into workflows people can understand, operate, and maintain.
GTA SOFTWARE CONSULTING
Legacy systems,
rebuilt for the
age of AI.
Strategy, architecture, custom software, and cloud — delivered in-house, architecture-first.
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In-house delivery
No outsourcing
Outcome-focused
Aligned to business value
Architecture-first
Built for lasting value
WHAT WE DO
End-to-end consulting,
from plan to delivery.
A practical, architecture-led approach to making complex systems easier to run.
OUR APPROACH
From legacy to AI —
with a clear, staged path.
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Discover
Understand goals, systems, and constraints.
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Design
Define the architecture and roadmap.
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Build
Deliver, integrate, and validate in stages.
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Scale
Roll out, measure, and improve.
OUTCOMES WE DESIGN FOR
Technology that earns its place in the business.
Not demo theatre. Clear accountability, usable systems, and measurable goals defined with your team.
CONTROLLED AUTOMATION
Better decisions, with human control
Use AI to support intake, analysis, and handoffs. Technical approvals, safety, commercial decisions, and operational releases stay with accountable people.
INDUSTRIES WE SERVE
The work looks different. The need is the same.
Connect the records, handoffs, and updates that slow teams down.
Make, stock, and ship
Manufacturing, including glass fabricators. Wholesale, distribution, and logistics.
Problem
Quote, stock, and shipment details sit in spreadsheets, separate tools, email, and portals. That leads to bad quotes, backorders, and no live status.
Fix
Connect sales, inventory, the shop floor, and freight in one system. Turn approved quotes into jobs, and send customers milestone updates.
Keep closings and renewals on track
Mortgage brokerages and insurance.
Problem
Documents, lender or underwriting rules, deadlines, and renewals are tracked by hand on separate older systems. Applicants drop off, closings run late, renewals get missed, and claims move slowly.
Fix
Bring intake, document collection, renewals, and claims tracking into one place. Send status updates at each milestone.
Keep crews and visits on schedule
HVAC, energy, and home improvement.
Problem
Scheduling technicians, onsite estimates, and service contracts live on paper or in unlinked apps. Dispatch time is lost, and maintenance visits are missed.
Fix
Connect dispatch, field estimates, and maintenance schedules. Link service records to client accounts and billing.
One record for clients and donors
Financial and professional services, and non-profits.
Problem
Client and donor records are split across teams and improvised tools. That makes onboarding, compliance, follow-up, donor care, and grant deadlines hard to keep straight.
Fix
Keep each client's or donor's information in one place. Track onboarding, communication, review milestones, and grant deadlines alongside it.
ABOUT AI ALCHEMY
Architecture before automation.
We are a GTA-based technology consulting and implementation partner for mid-market businesses.
From blueprint to delivery
Strategy, system architecture, integration, enterprise AI, and cloud and data — planned as one coherent system, not a collection of tools.
Built around business accountability
We document design decisions and test the systems. Managers keep approval over technical, pricing, safety, and production actions.
START A CONVERSATION
Tell us what needs to change.
Answer three quick questions. We'll turn them into a short project brief you can copy, download, or email to us.
Email us at hello@ai-alchemy.ca .
This is a local brief builder. It does not send your information to a server or claim a consultation is booked.