The 808 · Toronto · independent AI advisory
We help you pick the right AI products, take them from pilot to production, and keep the limits, logs and off-switch that let you trust them. No referral fees. Every claim sourced.
No email needed for the scorecard. It runs in your browser.
An agent touches every layer of your stack. Most programmes get built one layer at a time, so the failures show up at the seams. These are the six we look at, and the question we ask of each.
Can you see what an agent changed on your behalf?
02Can you test a change against your own cases before it ships?
03Could you switch model without a rewrite?
04Can you stop an agent mid-run, and prove what it did?
05Can an agent read more than the person who asked it?
06What does it cost at real volume, not pilot volume?
Eighteen questions on data, identity, governance and skills. You get a banded score and the two or three constraints most likely to stall a first deployment.
8 minutes · no email LIVEScore your AI ideas the way we do in an AI Opportunity Map. You get a sequenced 18-month roadmap, with what has to be true before each step.
Free · runs in your browser LIVEEnterprise software, SaaS, AI and security, ranked by coverage and checked against the source. Every Monday at 07:00 Toronto time.
Free · every Monday ASSESSMENTFinds the AI and SaaS nobody approved: which apps, which models, which teams, and what it costs. The starting point for every engagement we run.
See what it reportsWe don't resell software and we take no referral fees from AI, SaaS or security vendors. The trade-off: we can't discount a licence for you. What you get is a recommendation nobody paid for. Most of the work sits between a pilot that worked and a production system that holds. Six services, one delivery process — the full list, and what is live today.
Where AI pays in your business, and where it doesn't yet. Sequenced into decision points, not a platform's release calendar.
Best fit: before you buy anythingYour shortlist run against your workloads, your data and your failure cases. Viability and three-year cost scored next to features.
Best fit: choosing between providersAgent demos converge. Operations don't. We build the spend caps, approval gates, logging and a kill path someone has actually tested.
Best fit: before an agent can actMost of our catalogue is still being built, and we say so on every service page. Pick the one you want. We'll email you when it's ready.
Generative tools now draft music, copy and design work that used to be paid by the hour. The open questions are authorship, originality, and who gets paid once output costs close to nothing. We follow the licensing deals and the court cases, not the hype.
SaaS, AI agents and cloud infrastructure are now one attack surface. Vendors know it, which is why posture management is consolidating fast. We track the deals and what they mean for anyone still buying point products — some of which won't exist at renewal.
Open weights or closed API, the model choice decides where data goes and whose law applies. For a Canadian buyer that is a residency question before it is a technical one. We map the choice, and what each side costs.
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