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BG Applied AI
Not Just Tools and Agents.
An AI Operating System.
We design, build and run a system that knows your business, does the routine work, and gives you time back to decide. It runs on the systems you already have.
We start with your business. Not the technology.
Four layers above the technology
you already own.
What it knows, what it sees, what it does, and what it hands back. Select a layer, or step up from the bottom.
Start at the bottom. That layer is the one you already own.
Each layer answers a question. The example follows a law firm through all four.
It knows the business.
A shared playbook of how the business works, written so the system can follow it.
We start with the first three to five decisions. Data stays where it is.
How the firm opens a matter, who handles what, how attorneys write, and what is checked before anything leaves the building.
It sees the numbers.
Live numbers in one place, used to check a decision. Forecasts and calculations are exact, not guessed.
Where a wrong number would cost you, the system calculates. It does not invent the figure.
Deadlines, hours against budget, and exposure per matter. Counted exactly, because a wrong number costs a client.
Work runs itself.
Agents take the routine work, each with a written limit on what it may do alone.
We decide in advance what waits for a person. The cheapest model is not the cheapest mistake.
One agent runs the conflict check. One drafts the motion. One tracks deadlines. Filing with the court stays with a person.
It briefs you.
A brief of what moved and what needs your approval, inside the tools you already use. Not a dashboard of yesterday.
We design this last. You approve decisions here. You do not assemble them here.
7:00 brief for the partner: new discovery in, motion due Thursday, hearing date confirmed. One item waiting for approval: the draft.
What you already run.
The systems you already pay for stay in place. We connect to them. We do not replace them. Your data is not used to train anyone else’s model.
What we hold to on every build.
Own the context. Rent the model.
How your business works is the asset no vendor sells. It stays yours, and can move if you change tools. The model underneath can change every quarter.
One system, not twelve.
A tool for each task cannot see the whole business. We build one system that every team can use. McKinsey’s ceiling is one to three systems per company. Ours is one.
Intelligence that compounds.
Every decision the system records makes the next one sharper. The second area is built on the first. A later competitor using the same models cannot close that lead.
From the first decision to a working system.
Every engagement starts with the assessment. Two to three weeks. No templates.
Assess
We find the three to five decisions that most affect growth, margin or risk. You get a ranked plan for the first one, with the economics.
Architect
We write down how that first area works: the rules, who decides, and the knowledge sitting in spreadsheets and in people’s heads.
Build
We build it on the systems you already run. Data stays where it is. We measure results, not activity.
Operate
We run it with you. New areas reuse what is already built. As the system earns trust, you spend less time in standing reviews and more time on decisions.
What early deployments report.
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Platforms
Technology that works with your business.
Your business already runs on systems you’ve invested in. We make them work better together.
From SAP and Salesforce to Shopify, Klaviyo and the tools you use to produce campaigns, we connect what you already run. Modern, older or custom-built, we find the best way to join them.
What you can build
Enterprise AI & workflow automation
Finance, sales, inventory and internal systems, connected so work can run across them.
Intelligent commerce & customer experience
Customer data, communications and retention, connected so you can act in one place.
AI creative production
Product photography, campaign assets and localized video, produced to your brand rules.
Platforms we work inside
AI models & intelligence
OpenAIAnthropicGoogle GeminiMicrosoft CopilotAWS Bedrock
AI creative & production
ComfyUIAdobe FireflyRunwayHiggsfieldElevenLabs
Enterprise & business systems
SAPSalesforceOracle NetSuiteMicrosoft Dynamics 365ServiceNowHubSpotQuickBooksShopify
Automation & collaboration
Microsoft 365Google WorkspaceSlackMicrosoft Teamsn8nZapierMakeAsana
Data, cloud & infrastructure
Microsoft AzureAWSGoogle CloudSnowflakeDatabricksSupabaseCloudflareGitHub
Commerce & customer experience
KlaviyoStripeTwilioWhatsAppWordPressGoogle AnalyticsLooker StudioZendesk
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