How a Real Estate Advisory Cut File Research to 45 Minutes
A West Coast real estate advisory moved its staff off personal AI accounts onto one connected platform, cutting research per project file from four hours to about 45 minutes.
4 hrs to 45 min
Research time per project file
< 4 weeks
Implementation Time
Not disclosed
Project Cost
the challenge
A West Coast real estate advisory and design firm had project managers, designers and technical staff each paying for personal AI subscriptions with no shared context. Their AI work didn't connect to firm files or systems, and nobody had drawn a clear line on what was safe to put into a tool. The partners wanted AI built into how the firm operates, inside a security posture they could stand behind.
what they built
North Group picked and standardized the firm on one AI platform, working out the rollout order with the firm's IT partner and connecting it to systems the team already used. A half-day in-person workshop had each person build role instructions, connectors, projects, a workflow map, scheduled tasks and skills. Written AI guidelines set the boundaries. One-on-one sessions mapped each employee's work into a ranked automation roadmap that weighs time returned against build effort and names automations to skip. A written playbook lets the partners keep making those calls themselves.
The work started with platform selection. North Group compared options against the firm's security needs, picked one platform, and agreed the rollout order with the firm's outside IT partner so connections to existing systems were in place before training. A pre-work survey captured how each person spent their week. The half-day in-person workshop was hands-on: every employee left with their own role instructions, connectors, projects, a workflow map, scheduled tasks and skills, built on their real work. Written AI guidelines followed, setting what can and can't go into a tool. One-on-one sessions then mapped each person's work, and North Group turned that into a ranked automation roadmap that scores time returned against build effort and explicitly lists automations not worth building. The engagement closed with a written playbook so the partners can make future AI decisions without outside help.
best fit for
Small and mid-sized professional services and real estate firms where staff already pay for personal AI tools and partners want one governed, connected platform with clear rules.
Ai ROLE
An AI platform connected to firm files and systems, set up per role with instructions, projects, scheduled tasks and skills. Staff use it for project research, archive cataloguing and site build work.
impact
4 hrs to 45 min
Research per project file, self-reported by a project manager
~4,000 files
Archive files catalogued with AI, work that would have taken weeks by hand
0 outside specialists
Newest site launch designed, built and launched in-house with AI
implementation complexity
Low: platform standardization, connectors to existing systems, a half-day workshop, written guidelines and one-on-ones. No custom software.
Julian Wells
Co-Founder & Partner at North Group
North Group
Co-founder of North Group, an AI consultancy that plans, builds and runs AI systems. Leads AI rollouts for real estate, construction and consumer goods companies.
How did a real estate advisory cut project research time with AI?
It replaced personal AI subscriptions with one platform connected to the firm's files and systems, and had every employee build their own role setup in a hands-on workshop. Research per project file fell from about four hours to 45 minutes.
What AI approach did the real estate advisory use?
AI workforce enablement on Claude as the firm's one standardized platform: connectors to existing systems, role instructions, projects, scheduled tasks and skills, plus written AI guidelines and a ranked automation roadmap.
What results did the real estate advisory achieve?
Research per project file dropped from about four hours to 45 minutes, about 4,000 archive files were catalogued with AI, and the firm launched its newest site with no outside specialists.
How long did the real estate AI rollout take?
Meaningful results came in under four weeks. The core training was a half-day in-person workshop, followed by one-on-one sessions.
Who is this AI rollout approach best for?
Small and mid-sized professional services and real estate firms where staff already pay for personal AI tools and partners want one governed, connected platform.
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