Identify target workflows and get the inputs ready — past projects, documents, templates, and confirmed champions all in place before Week 1 starts.
SmartWork™ — Working AI workflows inside your business in 4 weeks
Packaged AI software has fixed features and teams end up shaping their work around the tool instead of the tool fitting the work. Agentic workflow tools are different. They read documents, run multi-step tasks, operate software on your computer and are configurable to any workflow your team owns.
We run our own company on Claude — generating proposals, websites, strategy, sales, support, contracts. SmartWork puts the same operating model inside yours.
In four weeks, we provide two workflows automated on your real data, AI champions trained to build with Claude and a playbook to extend the pattern across the firm.
What a SmartWork sprint delivers.
Working agents and workflows configured to your business. Examples below are drawn from live engagements.
Report Generation
Read the data. Run the numbers. Write the report.
For workflows where someone reads documents or queries databases, pulls structured fields, runs calculations, and writes a polished report. Common examples: account research, supplier intelligence, competitive analysis, weekly business reviews.
- Uses SmartDoc to extract information documents (e.g spreadsheets)
- Pulls fields from your databases and spreadsheets
- Runs mathematical calculations using deterministic code — so the numbers are exact every time
- Writes output into your existing templates (PDF, Word, Excel)
Proposal Generation
Tailored proposals drafted in minutes, not days.
For sales and BD teams who today spend half a day per proposal — pulling boilerplate, customizing scope, pricing the work, and assembling the deck. The agent reads the customer's context, adapts each section, and outputs a branded document ready for review.
- Reads the customer profile, past meetings, and prior proposals
- Uses SmartDoc to read customer-supplied RFPs and briefs to pull out scope and requirements
- Adapts scope, pricing, and case studies to the customer's industry
- Outputs a branded PDF and mirror deck in your house style
Email Intelligence
Your inbox triaged. Action items surfaced.
Reads your inbox, classifies senders, surfaces what actually needs you, and tracks pending follow-ups. The morning starts with a 30-second view of priority items, with newsletters, system notifications, and automated noise already filtered out.
- Categorizes by sender type: Customer, Prospect, Partner, Internal
- Surfaces action-required emails with deadlines
- Tracks pending follow-ups and response wait times
Codified Knowledge
The rules in your senior people's heads, written down and enforced.
"Always offer 50/50 split on engagements above $50K." "Discount 12% for government customers, never below cost." Tribal decision logic gets captured as structured rules that the agent enforces and new hires can read on day one.
- Business rules written as plain text — anyone can read or edit them
- Your team adds new rules whenever a new situation comes up
- Stored in your own files, with a full history of every change
- The knowledge stays even when senior people leave
Claude Environment
Your files, your skills, your knowledge base.
A Claude Code or Claude Cowork environment set up around your templates, your work types, and the way your team operates. Your skills, your business rules, your knowledge base — all on your machine, owned by you.
- A central instructions file that tells Claude how your team works
- A library of skills, each one built for a workflow you chose
- Direct connections to SharePoint, Outlook, and your other systems
- SmartDoc plugged in for reading PDFs
Trained Champions
AI champions fluent in Claude to drive the change
AI champions from your team pair with us across the four weeks. They co-design the first workflow, run it on live work, and leave with the skill to extend the pattern themselves. Each subsequent workflow is faster than the last.
- AI champions trained inside Claude on real workflows
- Step-by-step guides for each workflow — how to run it, what to check, when to ask for help
- A guide for your team on how to add the next workflow themselves
The engine
Powered by Claude.
SmartWork runs on Anthropic's Claude Code and Cowork — the same engines we use to run our own company.
- ●AI that takes action. Claude reads, decides, runs the work, and operates other software in your environment — not just chat.
- ●Your business, your context. SmartWork sets up a skill library configured to your customers, projects, templates, and rules — stored on your machine, controlled by you.
- ●The most capable AI available today. The same Claude that the world's most demanding engineering teams trust for complex, multi-step work.
The approach
A fixed-scope sprint, not an open-ended project.
Actual AI-powered workflows running in your environment in four weeks
Set up Claude environment, connections, and the first version of chosen workflows.
Your champions run the workflows on live client projects. We work alongside them, fixing the tricky cases that only show up on real work.
Debrief on what worked, what didn't, and a plan for scaling the approach across the rest of the firm.
The deliverables
What you walk away with.
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1
Selected workflows running on AI.
A working automation against your real data that delivers real manhour savings.
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2
A team of AI builders.
The people who run the workflow learn to build on it themselves inside Claude. They leave the sprint with the skill to ship the next workflow without us.
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3
The rules in your senior people's heads, written down.
Decision logic that previously lived in someone's head gets captured as written rules the agent follows and new hires can read on day one.
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4
A playbook to extend the pattern.
The setup, skills, and rules from the sprint become the template for the next workflow. Each subsequent sprint is faster than the last — the work you have already done carries forward.
Bring a workflow that is taking more of your team's time than it should. We will run a SmartWork sprint on it and leave behind something they can extend.