Solutions
Organizations think in departments. So do we. Each engagement is shaped around the workflows, review paths, and approval gates that already operate inside your team — then AI gets layered where it can safely multiply throughput.
Departments we’ve shipped for
Legal & professional services
We rebuild legal workflows around structured intake, AI-assisted analysis, and exception-only partner review — so associates move faster without partners losing accountability.
Headline outcome
StructuredContract intake before AI drafting
Government & public sector
Public-sector work cannot afford unreliable output. We build the operational substrate first — structured records, audit trails, role-based access — then layer AI where it can safely multiply throughput.
Headline outcome
StructuredRecords and roles before summarization
Finance & accounting
Finance is where unreliable AI output gets caught. We design workflows where structured inputs feed an AI draft, the team validates against tiered checks, and the close ships on schedule with the audit trail intact.
Headline outcome
CompressedClose cycle with AI handling first-pass reconciliation drafts
Customer support & service operations
We design support workflows where AI handles classification and first-pass drafts, agents own the judgment calls, and escalation routes are explicit. The result is a smaller backlog without a customer-experience regression.
Headline outcome
First-pass triageAI handles classification before a human opens the ticket
Next step
The methodology applies across knowledge work. Send us the workflow that costs the most time and we'll evaluate fit.