One intelligence layer, connecting business to action.
WorkRaven connects Business → Work → AI → Skills → Workforce → Action. It maps the work your organization actually does, shows how AI will automate or augment it, benchmarks you against your sector, and turns that into a clear plan for your jobs, skills and workforce. Clear answers, without the months-long consulting project.

Illustrative preview. Features shown reflect WorkRaven’s current and planned capabilities.
- Maps yourjobs and job architecture
- Shows theimpact of AIon work
- Plans yourfuture workforce
- Benchmarks yoursector
Know your work, your competitors and your industry.
Three layers of intelligence, from inside your company to your whole market, joined into one workforce plan you can act on.

Know the work, and how AI will change it
WorkRaven reads your job descriptions and headcount, breaks every job into tasks, and shows which ones AI will lead, assist or leave to people. See how many people’s work changes, by team and location, and what each role looks like next.

See what your competitors are building
AI agents read your competitors’ job postings, filings, earnings calls and news every month. See what they hire for, where and how fast, and where you’re ahead, level or behind, with a source behind every fact.

Know where your industry is heading
WorkRaven brings in government labor statistics, skill trends, industry research and regulator guidance for your industry. Plan against real job projections and pay levels, and hear early about rules on AI and work that affect you.
Value before data. Peer and Market Intelligence run entirely on public sources. Work Intelligence needs only your job descriptions and headcount — no individual employee data to get started.
A clear view of your enterprise’s AI future.
WorkRaven combines what you share with what it already knows about your organization and your market. The result is a clear picture across four areas, and the building blocks to keep it current.
What you share
- Job descriptionsPhase 1
- Employee dataPhase 2, once the strategy is set
What WorkRaven brings from the market
- Organization context
- Market context
- Peer context
Jobs & job architecture
- What work do we actually have?
- How can our workforce move?
- How will our work change?
AI & the future of work
- What will AI change?
- What will we need?
- Where will people go?
- What should we build?
Strategic workforce planning
- What workforce will we need?
- Where will it need to change?
- How can we get the workforce we need?
- What should we do with our workforce today?
Your sector: where you stand
- How does our work compare with our sector?
- How is work changing in our sector, and are we ready?
A shared language for work and skills that stays current as roles change, so every later decision builds on the same foundation.
Built for enterprises reshaping work around AI.
WorkRaven is built for organizations that need to decide how AI changes their work and workforce — and act on it before their competitors do.
Enterprises adopting AI at scale
Know which work AI will automate or augment, and what your organization will look like when AI is embedded everywhere.
Organizations planning their future workforce
Know how many people you will need, which skills you are missing, and how to get the workforce the future work demands.
Businesses in fast-changing sectors
See how your work compares with your sector, how work in your sector is changing, and whether you are ready.
One thing unites them: staying competitive now depends on understanding exactly how AI changes their work — and today, that understanding is slow and expensive to build.
Bring us a question you currently cannot answer.
That’s the fastest way to understand what WorkRaven actually does. We’ll work through your question together in 30 minutes — no pitch deck, no organization or employee data requests.