Inputs arrive
Email, forms, calls, meetings, files, deadlines, and system events create new work.
AI agents for
Onboarding, review cycles, meeting follow-up, document requests, and recordkeeping require disciplined, repeatable evidence.
Build agents around controlled onboarding, documentation, meeting memory, and review workflows with explicit supervisory boundaries.
The operating problem
The useful question is not whether AI can answer a question. It is whether an agent can move a controlled workflow from one verifiable state to the next.
Email, forms, calls, meetings, files, deadlines, and system events create new work.
People reconstruct the client, project, document, approval, and next action across multiple tools.
Missing provenance, silent assumptions, delayed review, and unclear ownership make automation hard to trust.
A configured role gathers the context, acts within limits, and routes exceptions with evidence.
Recommended roster
Each promise below is rewritten around the industry workflow. The detail page shows the reusable role architecture.
Intake Agent
I coordinate controlled onboarding and route reviews before the client record advances.
Open AnikaDocument Agent
I structure approved financial documents with traceable source fields.
Open OrenMatter Agent
I maintain the client service record across reviews, documents, and actions.
Open MartaDeadline Agent
I preserve review-cycle dates and the acknowledgement trail.
Open DariaMeeting Agent
I turn client meetings into supervised actions and searchable memory.
Open MiloDesign obligations
These are architecture requirements to resolve during discovery and design. They are not compliance guarantees.
KYC and AML workflow requirements
Books-and-records retention
Supervisory review and approval
Restricted advice and communication boundaries
Integration inventory
Integration names indicate common targets for discovery. Availability, permissions, API coverage, and usage rights are verified during scoping.
AI Readiness Audit
In one working session, we map the workflow, systems, approval boundaries, risks, and the most useful first deployment.