AI by industry
Your industry, your systems, your rules.
The platform underneath every QRK coworker is the same: private workstation, scoped connectors, memory, and guardrails. What we tailor is the job, the vocabulary, and where people stay in charge.
Managed service providers & IT services
Our first coworkers were built for a managed service provider’s own service desk, projects team, and account managers. They work in the PSA, RMM, and documentation platforms your techs already live in.
- Service desk triage
- Project management
- QBR & alignment decks
- Quotes & SOWs
Accounting & bookkeeping firms
Digital coworkers that collect documents, reconcile accounts, prep the close, and keep clients informed. They run in a private environment, so client financials never feed someone else’s model.
- Document collection
- Reconciliation prep
- Close checklists
- Engagement prep
Law firms & legal teams
It handles the back office of the practice: intake, matter updates, deadlines, document assembly, and billing cleanup. Attorneys keep every judgment, and privileged data stays inside an environment you control.
- Intake qualification
- Matter status updates
- Deadline tracking
- Document assembly
Healthcare & dental practices
Back-office coworkers for referral follow-up, schedule gaps, claim worklists, and the shared inbox. They’re deployable entirely inside infrastructure you control, so patient data stays in your environment.
- Referral follow-through
- Denial worklists
- Schedule backfill
- Shared inbox triage
Construction & field services
Coworkers that keep schedules, paperwork, and follow-ups moving between the office and the field. They work in your project and accounting systems, and reach people through Teams and email.
- Dispatch & scheduling
- RFI & submittal tracking
- Daily report compilation
- Change-order paperwork
Manufacturing & distribution
Coworkers that work your ERP the way your best coordinator does. They match invoices, chase suppliers, answer “where’s my order,” and prep quotes, with exceptions routed to people.
- Invoice-to-PO matching
- Order status answers
- Supplier follow-up
- Quote preparation
Insurance agencies & financial services
Coworkers for agency and advisory back offices. They prep renewals, handle routine service requests, collect onboarding documents, and keep the CRM honest, all in a private environment built for sensitive client data.
- Renewal preparation
- COI & service requests
- Onboarding documents
- CRM hygiene
Property management & real estate
Coworkers that work the maintenance queue, coordinate vendors, keep tenants informed, and track renewals. They do it inside the property management platform your team already uses.
- Maintenance triage
- Vendor dispatch
- Resident communication
- Renewal tracking
Next step
Pick one job your team repeats.
We’ll sit down with the people who do it, map the steps, and put a number on the time. If a digital coworker is the right tool, you’ll know what it would return before you commit. If it isn’t, we’ll say so.