Work areas

Enterprise Intelligence for every business role.

Gwen is built to take on business work from top to bottom: roles, tasks, skills, tools, approvals, learning, and industry-specific missions.

The model

Roles

Gwen can take on work normally handled by sales, marketing, legal, finance, operations, support, strategy, and technical roles.

Tasks

Every request becomes a mission with child tasks, steps, tools, artifacts, approvals, and outcomes.

Skills

Reusable Gwens learn capabilities over time: triage, research, drafting, analysis, follow-up, coding, reporting, and more.

Tools

Gwen can use APIs, browsers, documents, email, calendars, CRMs, VMs, coding engines, and industry systems.

Industries

The same core system can be specialized for construction, commerce, software, finance, healthcare, logistics, real estate, and other verticals.

Leadership

Executive thinking, decision support, planning, prioritization, and cross-company direction.

Founders, executives, operators, chiefs of staff, and teams deciding what should happen next.

Strategy

Gwen can turn goals, market signals, company context, and constraints into strategic options, operating plans, decision memos, and next missions.

Revenue

Pipeline, partnerships, commercial follow-through, and customer-facing work.

Founders, sales teams, agencies, and operators building pipeline.

Sales

Gwen can research accounts, find leads, draft outreach, prepare follow-ups, update CRM, and keep sales work moving with approval before sends.

Teams building partnerships, channels, dealers, distributors, alliances, and strategic relationships.

Business development

Gwen can research partners, map decision makers, draft partnership outreach, prepare decks, and manage the follow-through.

Growth

Market communication, positioning, campaigns, launches, and demand creation.

Teams that need campaigns, positioning, launch material, and repeated market communication.

Marketing

Gwen can turn strategy into campaigns, write launch plans, draft landing pages, brief creative work, and coordinate publishing steps.

Creative production

Documents, videos, scripts, reports, posts, newsletters, and reusable media workflows.

Founders, creators, marketing teams, media teams, and operators producing videos, documents, newsletters, briefs, and social content.

Content production

Gwen can create documents, scripts, posts, newsletters, briefs, reports, and video-ready content from rough ideas, source material, and workspace context.

Product and delivery

Customer signals, product decisions, specs, releases, roadmap work, and delivery coordination.

Founders, product managers, engineering leads, designers, and operators turning customer signals into product work.

Product

Gwen can collect feedback, write specs, prioritize roadmap options, prepare release notes, and coordinate product work with engineering and go-to-market teams.

High-trust work

Professional work where the output is useful but approvals and human review matter.

Operators handling contracts, policies, diligence, and legal operations with human review.

Legal

Gwen can organize legal documents, summarize contracts, flag questions, compare terms, and prepare materials for counsel without pretending to be a lawyer.

Founders, finance teams, and operators preparing budgets, reporting, invoices, and financial workflows.

Finance and accounting

Gwen can organize financial documents, explain variances, prepare invoice follow-ups, draft budget scenarios, and route accounting tasks for review.

People

Hiring, recruiting, onboarding, people operations, and sensitive internal workflows.

Founders, hiring managers, people teams, recruiters, and operators handling hiring and internal people workflows.

HR and recruiting

Gwen can draft job posts, screen inbound candidates, prepare interview packets, summarize feedback, and coordinate onboarding tasks with human review.

Customer operations

Customer questions, support queues, success workflows, escalation handling, and product feedback.

Support teams, founders, customer success teams, and operators handling customer questions and issues.

Customer support

Gwen can triage customer requests, draft replies, find account context, prepare escalation notes, and turn repeated issues into product or documentation work.

Operations

Recurring business processes, monitoring, handoffs, and internal coordination.

Founders, executives, assistants, chiefs of staff, and teams with scheduling, coordination, inbox, documents, and recurring admin work.

Administration

Gwen can manage scheduling prep, inbox triage, document organization, meeting follow-ups, recurring reminders, and internal coordination.

Operators, finance teams, construction teams, manufacturers, and companies sourcing vendors, materials, or services.

Procurement and supply chain

Gwen can research suppliers, compare quotes, draft RFQs, track deliveries, monitor vendor issues, and prepare approval-ready purchasing decisions.

Teams with recurring workflows, handoffs, admin tasks, and internal processes that need coordination.

Automation and operations

Gwen can inspect a process, turn it into a mission flow, connect tools, monitor outcomes, and keep humans in approval points.

Industries

Industry-specific operating knowledge packaged as repeatable Gwen missions.

Construction, real estate, equipment, infrastructure, and building-technology teams.

Construction

Gwen can coordinate commercialization and operations: proposals, grants, dealer outreach, supplier research, project briefs, and investor materials.

Capital

Funding, grants, investors, reporting, and capital workflows.

Founders, operators, and finance teams raising capital or managing investor communication.

Investors and fundraising

Gwen can build investor lists, draft updates, prepare data rooms, create follow-up plans, and turn company activity into credible investor materials.

Companies seeking grants, incentives, non-dilutive funding, procurement programs, or public-sector opportunities.

Grants and funding

Gwen can monitor funding opportunities, match eligibility, draft applications, track deadlines, and coordinate supporting documents.

Execution engines

Work that runs through specialized tools, coding agents, VMs, and controlled runtimes.

Teams that want Gwen to coordinate software work through safe runtimes, code agents, repositories, tests, and review loops.

Software and coding

Gwen can scope work, route coding tasks to execution engines, track progress, review output, and turn diffs/tests/PRs into mission artifacts.

The common operating loop

Understand

Gwen learns the goal, constraints, workspace context, and what outcome matters.

Plan

Gwen turns the job into a mission with tasks, tools, artifacts, approvals, and risks.

Act

Gwen uses connected tools, APIs, docs, runtimes, and specialist Gwens where needed.

Approve

External sends, spend, writes, filings, publishes, and risky actions pause for approval.

Learn

Outcomes, corrections, tool results, and feedback become evidence for better future work.