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The Keel Stack

A platform is not something you install. It's the data, documents, workflows, integrations, and tools your firm uses to do the work, all running on a secure, governed foundation. It either works as one system or it works against you.

Most firms treat these as separate problems and hire separate vendors to solve them. The result is fragmentation, a high cost of coordination, and real exposure when something goes wrong.

Keel is structured differently. Everything we do runs through three layers, each one reinforcing the others. Services are how we guide, build, and ship. The platform is where the work gets done, Microsoft-first and AI-native from the ground up. Infrastructure is the secure Microsoft foundation underneath. We call this the Keel Stack, and it's why firms that work with us get a coherent platform instead of a collection of projects.

Services Guide. Build. Ship.

Most firms hire advisors who deliver a plan, or contractors who execute without context. Keel doesn't separate thinking from doing.

Keel Studios are built around outcomes, not headcount. Each studio is led by an experienced architect accountable for the work end-to-end. Studios design and build custom applications, AI systems, integrations, data architectures, migrations, and automations. They guide firms through strategy, build the solution, and ship it into production. No handoffs between thinking and doing. AI-native from the inside out, which is what makes the studio model real.

What studios build

Studios deliver the full range of work modern financial firms need. The capability list is what a traditional software and services firm would offer, executed by a studio model that's AI-native at its core.

Custom application development
Web applications, internal tools, mobile experiences, and the user interfaces firms need to run their work
AI systems and AI-assisted workflows
Document intelligence, retrieval and search, AI-driven investigation and decision support, agent-based automation
Platform and data architecture
The structures that make data, documents, and workflows behave as one system rather than a pile of tools
Systems integration
Connecting practice management, document platforms, client portals, accounting systems, and the long tail of vendors that financial firms actually use
Migration and consolidation
Moving firms off legacy systems, merging environments after acquisitions, and bringing order to what's already there
Automation design and implementation
Orchestration, RPA where it still belongs, AI-native workflows where it doesn't, and the operational discipline to keep automation reliable

Our platform and infrastructure are Microsoft-first. Our studios are not. When the work calls for a custom application, a mobile experience, an AI system, or an integration into something Microsoft doesn't touch, that's what we build.

What defines a Keel Studio

  • Led by an experienced architect who makes the architectural decisions and owns the outcome
  • AI-native capability built into how the studio works, not layered on top
  • Accountability for the outcome, not just the deliverable
  • No handoff between strategy, build, and delivery. The team that guides is the team that ships.

When we say AI-native, we mean the studio's daily operating model is built around AI from the inside out. Claude is the reasoning core the studio works alongside. Claude Code is how the studio builds software, designs integrations, and explores unfamiliar systems at a pace a traditional team can't match. Agents handle the work that used to require coordination across multiple people. The discipline of giving these tools the right context, the right constraints, and the right checkpoints is the actual craft, and it's what separates a studio that uses AI from a team that has AI tools installed.

A studio working this way can deliver what used to require a team three or four times larger. Studios stay lean because experienced architects are the binding constraint, not the size of the team around them.

That same point of view shapes what we build for the firm. AI is woven through the platform. The way we use it inside our studios is the same way we expect your firm to use it once we hand the work over.

Guide

We learn how the firm actually operates, where the platform is working, where it isn't, and what needs to change. This isn't a discovery phase that produces a deck. It's where the architectural decisions that shape everything else get made.

Build

We design and construct with hands-on execution. Custom applications, platform architecture, integrations, AI systems, automation, migration.

Ship

We put it into production and make sure it holds. Governance, operational discipline, and knowledge transfer so the firm can run what we've built. The goal is durability, not dependency.

Platform Integrate. Automate. Compound.

The platform is where the work gets done, and it's Microsoft-first by design.

Microsoft 365 is the productivity backbone. SharePoint is where documents live and collaboration happens. Excel, Word, Outlook, and Teams are the tools your team uses every day. Azure is the runtime underneath, providing the compute, storage, and services that platform assets run on. Entra is the identity layer that ties access and governance together. We start here because most financial firms have already invested in Microsoft, and the right move is almost never to introduce a parallel platform. The right move is to make the one they already have work the way it should.

On top of that Microsoft foundation, Keel builds the layer that's usually missing. Structured data and document intelligence. Workflows and automations. The integrations that connect Microsoft to the rest of the firm's stack. The AI capabilities woven through it all. The digital workers and third-party tools that participate in the work. This is the platform layer in the Keel sense: not a product you install, but the operating environment of the firm.

Every engagement Keel delivers produces platform assets: integrations, automations, structured data, configured workflows, custom applications. These assets live in the firm's own environment and compound over time. The second engagement is faster than the first. The third is faster still. This is by design, not by accident.

Microsoft-first does not mean Microsoft-only. Where the work calls for systems Microsoft doesn't reach (a specialty practice management system, an accounting product, a vendor API, a custom application that doesn't belong in SharePoint) we build the integration, the automation, or the application that makes it part of the firm's platform.

What defines the platform layer

  • Microsoft-first: Microsoft 365 as the productivity backbone (SharePoint, Excel, Word, Teams), Azure as the runtime, Entra for identity
  • Open beyond Microsoft where the work calls for it
  • Assets live in the customer's environment, not Keel's
  • Every engagement produces reusable platform value
  • Proprietary tooling built for financial firms, not generic middleware
  • AI-native capability woven through, not bolted on

Infrastructure Secure. Govern. Scale.

Infrastructure is the foundation everything else depends on. Without it, platforms fragment, security lapses, and operational discipline erodes.

Keel designs and operates on Microsoft as a deliberate architectural choice, not a default. Microsoft 365, Azure, SharePoint, Entra ID, Teams. It's the strongest foundation for firms that want one coherent platform instead of a dozen disconnected tools, and it's where the financial firms we serve already live. Rather than introducing new platforms, we make the one the firm already has work the way it should.

What defines the infrastructure layer

  • Cloud architecture designed for the firm's actual operations, not a reference template
  • Identity and security built around how people and systems need to access the platform
  • Operational governance that treats monitoring, compliance, and evolution as ongoing disciplines, not one-time projects
  • A single coherent foundation instead of a patchwork of tools adopted over time

The infrastructure layer is not glamorous. It's not where firms get excited. But it's where platforms either hold or fall apart, and Keel treats it with the seriousness it deserves.

The Keel Stack is not three separate offerings. It's one system.

A studio engagement might start with infrastructure (get the cloud right), move through the platform layer (structure the firm's data and documents with Foundry), and result in an operational capability the firm runs on (automated workflows through Deck). Or it might start with a single solution and expand as the firm sees what a coherent platform makes possible.

The layers reinforce each other. Infrastructure provides the foundation. The platform compounds value on that foundation. Studios bring the judgment to make it all work. Remove any layer and the others are diminished.

Strong platforms are designed to evolve, not be replaced. They are flexible without being fragile, structured without being rigid, strengthened through use rather than patched through exceptions.

Execution is what gives advice credibility. Ownership is what makes platforms hold.

Ready to see what the Keel Stack can do for your firm?

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