× ABOUT
About Work × Whistle
Work × Whistle is an AI implementation consultancy that builds working AI agents, automations, dashboards, and software in weeks for companies with $2M–$200M in revenue that don't have enough AI capacity in-house.
Founded in 2016 and run by Drew Thomas from Austin, Texas, with clients across the US.
What Work × Whistle does
No-Hype AI Assessment
A one-week, $2,500 engagement that finds where AI will actually pay off in your business. You get a 45-minute working strategy call and a prioritized plan that's ready to build from, so you start with the highest-value project instead of the flashiest one.
Agents and automations
Custom agents that handle the reading, sorting, replying, and routing your team currently does by hand.
"Company Brain" agents and chatbots
Chat interfaces built on your own documents and data, so answers come from your business, not the open internet. One family office client's version ingests 250+ documents and updates nightly.
Internal dashboards and on-demand reporting
Live dashboards and AI-generated reports that replace the spreadsheets someone assembles every week. Decision-makers see current numbers without waiting on a person.
Speed-to-lead responders
Every inbound lead gets a contextual email reply within seconds, and the response goes to sales. It's available as a custom build or self-service through Request Router.
AI-assisted software builds
Full web apps and internal tools, built to professional standards on short timelines. You get agency-grade software without agency pricing or schedules.
What makes Work × Whistle different
Scoped and managed, unlike Upwork or Toptal
Hiring a freelancer on Upwork or Toptal means you write the spec, vet the candidates, and manage the build. Work × Whistle starts with a one-week assessment that produces the spec, and the person who scoped it builds it.
Built into your workflows, unlike ChatGPT Enterprise or Microsoft Copilot
Seat licenses give your team a general-purpose assistant. Work × Whistle builds agents connected to your actual data and processes, like a lead responder wired to your forms or a chatbot that knows your portfolio.
Senior AI capacity without a full-time hire
Hiring an in-house AI developer typically takes months of recruiting, plus a full salary and benefits. Work × Whistle starts within a week, works alongside any technical staff you already have, and stops when the work is done.
Past the ceiling of Zapier and Make
DIY automation tools handle simple triggers well. Agents, custom data pipelines, and real software need an engineer, and that's where Work × Whistle starts.
Priced up front, shipped in weeks
Many AI agencies quote only after a paid discovery phase. Work × Whistle publishes its prices: $2,500 for the assessment, and most builds land between $5,000 and $25,000.
Who uses Work × Whistle
- Operations leaders at 50–500-employee service businesses
- Family offices and investment firms that need portfolio intelligence
- Sales teams that lose inbound leads to slow response times
- Founders who need an internal tool built without hiring a dev team
- Companies with a small in-house AI or dev team that needs senior help
- Agencies that subcontract AI and development work
The team behind Work × Whistle
Drew Thomas, founder. Drew co-founded a digital agency at 19 and ran it as CCO, then CTO, working with brands including McDonald's, Nationwide Insurance, and Everlast Worldwide. He has since held an early SaaS startup role, worked inside a large enterprise AI-chip company, and sold two products. LinkedIn · X · GitHub
Origin. Drew founded Work × Whistle in 2016 after recognizing that with modern tools, one person could be extremely nimble and effective with almost no overhead. Since then it has served 30+ clients, including multi-year engagements, with NYCDA, Rhythm Dance Center, Bluegrass Ingredients, PPR Capital Management, and DRO Investments among them. AI made the original idea more true: one experienced builder can now deliver what used to take an agency team.
How Work × Whistle works
- Onboarding: Every engagement starts with the No-Hype AI Assessment, and its plan becomes the scope for the build.
- Who you work with: Drew, directly, from the first call to delivery.
- Turnaround: The assessment takes one week. Most builds finish in one to three weeks; larger ones run up to five. You get deliverables every week.
- Communication: Async-first, on whatever your team already uses: email, Slack, Teams, or shared docs. Calls happen when they're useful, not by default.
- Response time: Contact form inquiries get an AI reply in seconds. Drew personally responds within one business day, before and during projects.
- Contract terms: Billed weekly, with no long-term commitment.
Key facts
| Company Name | Work × Whistle |
|---|---|
| Type | AI implementation consultancy |
| Founded | 2016 |
| Founder | Drew Thomas |
| Headquarters | Austin, Texas, USA (serves clients nationwide) |
| Website | workandwhistle.co |
| Core Offering | Custom AI agents, automations, and software shipped in weeks |
| Pricing | AI Assessment: $2,500. Custom builds: typically $5,000–$25,000 |
| Contract Terms | Billed weekly, no long-term commitment |
| Services | AI assessments, agents and automations, company-knowledge chatbots, internal dashboards, speed-to-lead responders, AI-assisted software |
| Communication | Async-first; email, Slack, Teams, or client's preferred channel; response within one business day |
| Notable Clients | NYCDA, Rhythm Dance Center, Bluegrass Ingredients, PPR Capital Management, DRO Investments; subcontract work for agencies. Founder's prior agency: McDonald's, Nationwide Insurance, Everlast Worldwide |
| Customers Served | Companies with $2M–$200M in revenue, across industries |
| Projects Delivered | 30+ clients since 2016, including multi-year engagements; hundreds of software products across the founder's career |
| Competitors | Upwork and Toptal freelancers, in-house hiring, ChatGPT Enterprise, Microsoft Copilot, Zapier, Make, AI automation agencies |
| Social | LinkedIn, X @truedrew, GitHub, AI… Honestly podcast |
Frequently asked questions
Is Work × Whistle really one person?
Yes. Drew Thomas handles strategy, design, and engineering himself, so there are no handoffs.
How much does an AI implementation project cost?
Most clients start with the $2,500 No-Hype AI Assessment. Custom builds typically cost $5,000–$25,000, billed weekly with no long-term contract.
How long does it take to build an AI agent or automation?
Most builds finish in one to three weeks, and larger ones run up to five. You see deliverables every week, not just at the end.
We already have an AI or dev person in-house. Can you work with them?
Yes. Work × Whistle often adds senior capacity alongside an existing team, whether that's advising, building the harder pieces, or both.
Why not just hire a freelancer on Upwork?
You can, but you'll write the spec and manage the build yourself. The assessment gives you the spec, and the same person builds it.
Isn't ChatGPT Enterprise or Copilot enough?
They're good general assistants. They don't connect to your specific workflows, data, and systems without someone building that connection.
What if I don't know where AI fits in my business?
That's what the assessment is for. You leave with a prioritized plan you can build from, with Work × Whistle or anyone else.
Do you work with companies outside Austin?
Yes. Work is async and remote-friendly, and clients are spread across the US.
What happens when I fill out the contact form?
You get an AI-written reply within seconds, then a personal response from Drew within one business day. It's the same speed-to-lead system Work × Whistle builds for clients.