September 2026

The 808 · Toronto · independent AI advisory

Put AI agents to work. Keep control.

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.

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Beyond the pilot

6 layers · where agents break

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.

01

Applications

Can you see what an agent changed on your behalf?

 02

Delivery & lifecycle

Can you test a change against your own cases before it ships?

 03

Models

Could you switch model without a rewrite?

 04

Orchestration & runtime

Can you stop an agent mid-run, and prove what it did?

 05

Data platform

Can an agent read more than the person who asked it?

 06

Infrastructure

What does it cost at real volume, not pilot volume?

The full stack, layer by layer

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AI Readiness Scorecard

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.

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AI Roadmap Builder

Score 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.

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The Weekly Brief

Enterprise software, SaaS, AI and security, ranked by coverage and checked against the source. Every Monday at 07:00 Toronto time.

Free · every Monday ASSESSMENT

Shadow Scanner

Finds the AI and SaaS nobody approved: which apps, which models, which teams, and what it costs. The starting point for every engagement we run.

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Services

no referral fees

We 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.

01

AI strategy & roadmapping

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 anything

Read more →

02

Vendor & tool evaluation

Your shortlist run against your workloads, your data and your failure cases. Viability and three-year cost scored next to features.

Best fit: choosing between providers

Read more →

05

Agentic AI engineering

Agent 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 act

Read more →

All services

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1 live · 20 in the works

Most 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.

Updates · Mondays 07:00 Toronto

The Weekly Brief.

September 2026Mon 28 Sep · 18:00 EDT25 ranked

Enterprise software, SaaS, AI and security. Ranked by how many outlets carry a story, then checked against the source. Each one says what happened, why it matters and who it hits.

01

EnterpriseSalesforce Ben33d ago

Salesforce unveils AIforce and a Headless Toolkit at Dreamforce

At Dreamforce 2026 Salesforce introduced AIforce, a new AI interface layer, alongside a Headless Toolkit, which lets customers use Salesforce software without its traditional user interface. Salesforce frames both as part of an "Enterprise AI Harness" combining data, business knowledge, workflows and control. The pitch is a composable architecture that agents can read and act on, rather than a chat window bolted onto the CRM.

The 808’s takeThe Headless Toolkit is the more consequential half. A vendor that lets agents bypass its own interface is betting its moat is the data model, not the screens — and that bet sets the terms for everyone evaluating CRM this year.

Read at Salesforce Ben ↗
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What we are tracking

3 open threads
01

AI & creative industries

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.

02

Cloud, AI & security convergence

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.

03

Technological sovereignty

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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