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Workbench is our governed AI platform: one controlled layer between your business and the AI models, so you can put AI into real work safely, prove the return, and scale what works, without losing control of your data, your costs, or your choices.
You've put AI in your people's hands, and a handful of them have cracked it, getting outsized leverage from it. Most are getting marginal gains that barely cover the cost of the licenses, and almost no one can point to the number it moved. The expertise of the few who've figured it out stays locked in their heads, the tools spread ungoverned, and the data behind them is fragmented. The gap isn't access to AI anymore. Everyone has that. The gap is capturing what works, governing it, scaling it to everyone, and measuring what it's worth.
Not a single AI tool. A governed layer that connects models, your approved data, reusable skills, memory, and guardrails into one controlled environment where AI does real work under human supervision. Agents plan, execute, validate, and route work for a person to approve, with the governance to trust every step. Your institutional knowledge, your rules, and your reusable capability accumulate inside Workbench, independent of any one AI vendor.
What would you like to work on today?
AI drafts. Professionals review, edit, and approve.
Keep the assistants your people rely on. What none of them does on its own is take the method behind your best performers and hand it to everyone, safely and measurably. Workbench does exactly that. It turns one expert's proven process, the prompts, the steps, and the judgment, into a governed skill the whole organization can run, on your data, inside your guardrails, with the benefit measured run over run. It runs in your own cloud, on any model including open-source and self-hosted, and the capability stays yours as firm-owned IP. It's the layer around the assistants you already have, and what finally makes the AI you've paid for show up in the numbers.
One conversation, every kind of work.
Choose the model that fits the task, without switching tools.
Workbench remembers project history and prior conversations, so you're not re-explaining yourself every time.
Responses pull from your team's own documents and knowledge, not guesswork.
Repeatable work, one click away.
Purpose-built apps for the work your team does every day: SOW drafting, RFP responses, sprint summaries, document generation, and more.
Turn a multi-step process into a guided flow anyone on the team can run, not just the person who built it.
Go from a plain-language request to a finished document or artifact without leaving the conversation.
Every client, team, or initiative in its own space.
Organize AI work by team, client, or initiative, with its own chats, files, and settings.
Share a project across the team so nobody starts from a blank screen.
Bring in CRM, ERP, or ticketing data at the project level, only where it's needed.
Confidence in what your AI is doing, always.
Every run, tool call, and decision is logged and auditable.
Set rules for when a person needs to review or approve before AI acts.
See what's being used, what's working, and where to improve.
Built for how large teams actually operate.
Admins control who sees what, at the org, project, and app level.
Enterprise-grade authentication and data handling, so nothing leaks between teams or tenants.
Tune model routing, permissions, and defaults to match how your org already works.
Swap models or providers as the market moves, with no rebuild. You're never locked to a single vendor, and the best model runs each task.
Firm-wide policies on every interaction, plus targeted controls for your most sensitive sources. One governed front door for AI, not a dozen unmanaged ones.
Model routing by cost, performance, and task fit, so you spend on value rather than defaulting to the most expensive model.
A memory layer keeps approved context, so outputs are reproducible and every run is logged for audit and replay.
Reusable skills turn one person's proven process into governed capability a team or the whole organization can run, and the IP stays yours, inside your environment.
Your subject-matter experts design an agentic workflow and share it securely across the organization, without waiting in the IT backlog.
A skill captures how the work should be done: your approved templates, context, and rules, with the right model applied inside your guardrails. Run it, and the work is carried as far as your policy allows, then routed to a qualified person to review, edit, and approve. AI does the work; your people make the decisions, and nothing ships without their sign-off.
We don't drop a black box into your business. We configure, govern, and evolve Workbench with your team, and it's the same platform we run our own delivery on, which is how we know it holds up under real work. Our skills carry real domain depth, built from decades in tax, financial services, and enterprise platforms, so you're not starting from an empty toolbox.
Workbench is live in enterprise engagements today: enterprise login, model configuration, a governed Skills library, and full audit visibility, in production now.
Bring the AI ambition your board is asking about, or the ungoverned tools already spreading across your teams. We'll show you what a governed layer changes, and where it pays off first.
