Industries

Three sectors. Deep workflow knowledge in each.

We start where workflow patterns are already familiar. Discovery begins with experience, not a blank page.

Associations & nonprofits

Small teams, large memberships, and budgets that have to stretch. Agents absorb the routine volume so staff time goes to members and programs.

WHERE WORK PILES UP

Member questionsPolicy & governance lookupsEvent and program adminDues and renewalsCommittee follow-ups

AGENTS THAT FIT

Member Services Agent: answers benefits and policy questions with citations

Document Intake Agent: applications, forms, and program submissions

Meeting-to-Action Agent: board and committee follow-through

Billable hours lost to proposals, intake, and project admin. Agents handle the assembly work; your professionals keep the judgment clients pay for.

WHERE WORK PILES UP

Proposals and RFPsProject document controlTimesheet and billing checksClient intakeSpec and standards lookups

AGENTS THAT FIT

Proposal Agent: first drafts from your past work and project record

Data Agent: project and financial questions in plain language

Document Agent: submittals, transmittals, and version control

Document-heavy, compliance-bound workflows where audit trails are not optional. The framework was built for exactly this review.

WHERE WORK PILES UP

Eligibility questionsClaims and document intakeProvider and member correspondenceCompliance reportingEnrollment processing

AGENTS THAT FIT

Benefits Policy Agent: plan and eligibility answers with source citations

Intake Agent: claims and enrollment documents extracted and filed

Finance Ops Agent: reconciliation with human approval gates

Outside these sectors? If your workflows look similar, with high volume, heavy documents, and compliance rules, talk to us anyway.