Technology leadership that doesn’t stop at strategy.
ArchCTO is the Ontario-based fractional technology and AI partner for AEC, professional-service, real estate and medical teams. We lead the strategy and do the work: connecting systems, automating workflows, building software, and putting AI to useful use — so your team moves faster and gets more from technology.
AI models, agent frameworks, data, cloud and the business apps your team already uses.
Product names and logos are trademarks of their respective owners. They show platforms archCTO works with and do not imply endorsement or partnership.
Less guesswork. Better momentum.
For AEC, real estate, medical, and other project-led teams, technology should make the work faster, smarter, and easier to lead.
We don’t sell 15-minute AI bots. We build an AI team that fits your business.
Anyone can wire up a chatbot in an afternoon. It rarely survives real clients, real rules and real exceptions. archCTO takes the longer, smarter road: understand the pain, re-engineer the work, deploy what fits, then manage your AI team as it grows.
- 01
We learn your business first
We sit with the people doing the work, time real cases and find exactly where hours, margin and patience are lost.
- 02
We redesign, not just automate
Automating a messy process only makes the mess faster. We rethink the workflow around people and agents together, phase by phase through the archCTO A.G.E.N.T. Framework, to reach the outcome you already want.
- 03
We ship the right solution
The simplest thing that works, inside your own tools, tested on your past cases, with guardrails and a named approver from day one.
- 04
We stay on as your AI manager
Agents need a manager too. Every month we monitor quality and cost, learn from your edits, improve what is live and add new agents when they earn their place.
Strategy→Implementation→AI team managementOne accountable partner, end to end.
Make the work behind the work faster and smarter.
Turn enquiries into priced, reviewed estimates faster.
For AEC firms, metal building fabricators, deck and roofing contractors: structured intake, takeoff support, pricing review points and clean handoff to delivery. Less spreadsheet juggling, more won work.
- Web lead to estimate in one flow
- MBS and estimating data reused, not retyped
- Review checkpoints before a quote leaves
One connected picture from lead to invoice.
We map the systems your team already relies on and connect them so information moves cleanly across CRM, ERP, MBS, documents and project tools.
- System and ownership map
- Integration roadmap by value and risk
- APIs, automation and reliable handoffs
AI agent teams that do real work, with people in control.
The archCTO A.G.E.N.T. Framework turns AI potential into governed agent teams for intake, quoting, research, follow-up and reconciliation, built in your own tools and managed by archCTO after go-live.
- Audit and baseline before anything is built
- Draft-only agents with a named approver
- Fixed-scope pilot, then a managed AI team
Dashboards leaders actually use.
Pipeline, delivery, utilization and margin in one trusted view. We define the metrics first, then build the dashboards.
- Operational definitions before charts
- Trusted sources and ownership
- Decisions someone needs to make
AEC first. Fabrication, real estate, medical and agentic AI alongside.
Estimating, drafting and delivery that move together
Architecture, engineering and construction teams lose margin between enquiry, takeoff, estimate and handoff. We connect those steps and give leadership a technology roadmap.
- Quote and estimate workflow automation
- Drafting and engineering handoffs
- ERP, CRM and document integration
- AI copilots with human review
Patterns we have solved before.
Anonymized use cases. No client logos, just the situation, the approach and what changed.
Vendor-neutral expertise at every layer of an AI agent team.
We pick the right model, framework and platform for each job, connect it to the systems you already run, and wrap every layer in the same guardrails.
Agents meet people inside the tools they open every day, so adoption does not depend on a new app.
The simplest pattern that works: a workflow first, one agent with tools next, a coordinated agent team only when the work needs it.
Models are interchangeable parts. Each step gets the model that fits its quality, cost and data rules, and can be swapped later.
Agents are only as good as the data they read. We connect trusted sources and measure results in dashboards leaders already use.
When an agent outgrows a workspace, we ship it as tested code on your cloud, with Canadian regions available.
Product names and logos are trademarks of their respective owners. They show platforms archCTO works with and do not imply endorsement or partnership.
“We finally have one person who understands the drawings, the estimating spreadsheet and the ERP, and can make them work together. Estimates that took days now take hours.”
“The AI agent handles first-response and quote drafts, but nothing goes out without our review. That balance is exactly what a small trade business needs.”
Straight answers about fractional CTO, AEC automation and agentic AI.
What does a fractional CTO do for an AEC or construction company?
A fractional CTO gives an architecture, engineering or construction firm senior technology leadership on a part-time basis: a technology roadmap tied to estimating, delivery and margin, clear decisions on ERP, CRM, drafting and project systems, vendor oversight, and a path to automation and AI without a full-time executive salary.
Can archCTO connect our estimating tool, MBS, CRM and ERP?
Yes. We map the lead-to-delivery journey for metal building manufacturers and fabricators, then design and deliver integrations so web leads, MBS-informed estimates, CRM follow-up and ERP handoff share the same data instead of being retyped.
What is agentic AI for a small business or trade company?
Agentic AI means software agents that can carry out multi-step tasks such as qualifying an enquiry, drafting a quote, scheduling a visit or preparing a follow-up, while people approve the important steps. The archCTO Agentic AI Framework keeps those agents governed, traceable and useful.
Do you offer agentic AI services in Toronto and across Ontario?
Yes. archCTO designs, builds and manages AI agent teams for Ontario businesses in Toronto, the GTA, Hamilton, Kitchener-Waterloo, Ottawa, London and beyond, working on site or online. Most clients start with a fixed-scope pilot on one workflow.
Do you build AI agents and AI workflow automation with n8n, Make.com, Zapier, ChatGPT or Gemini?
Yes. archCTO builds AI workflow automation on n8n, Make.com and Zapier, and AI agents powered by ChatGPT, Claude or Gemini (Google AI Studio), chosen per task. We add approval gates, cost caps and monitoring, and stay on as your AI manager after go-live.
Can you set up an AI agent in a few minutes?
We could, but it would not last. We first learn the workflow and measure it, then re-engineer it for people and agents using the archCTO A.G.E.N.T. Framework, deploy the simplest solution that works, and stay on as your AI manager to monitor and improve it.
Do you work with real estate, realtor and property management teams?
Yes. We help brokerages, realtors and property or condo management operators with CRM enablement, AI assistants, resident and maintenance workflows, integrations and portfolio reporting.
Do you support medical-device test automation and DevOps?
Yes. We design traceable, repeatable test automation for medical-device teams and DevOps delivery pipelines across Microsoft Azure, Google Cloud and GitHub with quality gates and observability.
Bring the hard technology question. Leave with a next step.
Ideas for the next decision.
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