Enquiries arrive at uneven times
A firm can measure whether a useful first reply and partner-owned next step reduce unanswered or stalled enquiries.
AI workforce orchestration · Law, accounting, consulting, and advisory
AI workforce orchestration for professional-services client intake
How AI worker teams fit professional firms: responsive new-matter intake, structured briefs for partner triage, and conflicts, scope, and acceptance left with partners.
Decision boundaries
Acts within policy
5 example workflows start hereExpand autonomy only after reviewing results.Acts with approval
Thresholds and gates apply to anything with cost or risk attached.Stays human, permanently
- Conflicts, scope, and pricing
- Acceptance of the matter
- All advice, without exception
4 industry requirements set the boundaries.
On this page
Give partner review a clearer starting point
Partners’ time is valuable, and intake administration can compete with billable work. AI workforce orchestration can help the firm capture a consistent preliminary brief, route the right questions, and keep the next administrative step visible. Whether this returns partner capacity depends on staffing, workload, the firm’s systems, and the pilot design. The firm’s professional and jurisdictional requirements determine what may be collected, what must be reviewed, and when onboarding may begin. The workflow captures, structures, schedules, and follows up within configured boundaries; it does not give advice, clear conflicts, agree terms, set pricing, or accept a matter.
Where firms spend time on intake administration
Partners triage from thin information
Agreed preliminary fields and source notes can make the review easier to assess when partners receive incomplete context.
Onboarding is document-chasing
After acceptance, document requests, partner-supplied or partner-approved terms, and scheduling can still require manual follow-up.
Conflict checks need a partner-owned gate
The firm’s professional and jurisdictional requirements constrain the information collected before acceptance and the configured conflict-check process.
Where to measure impact
Fee-earner hours on intake admin
Scoping calls, scheduling, and document chasing can take chargeable staff away from client work; measure whether the workflow returns capacity in the selected pilot.
Enquiries that stall before review
A delayed reply may leave a new enquiry without a clear next step. Measure response, partner-review, and progression states before claiming commercial impact.
Inconsistent briefs causing repeat calls
When intake quality varies, the partner re-runs the discovery conversation, duplicating the most expensive time in the process.
Outstanding onboarding administration
After acceptance, track approved document requests, partner-supplied or partner-approved terms, and scheduling steps that remain outstanding.
Decisions that stay with people
Conflicts, scope, and pricing
The engagement partner owns conflict review, scope, pricing, terms, and whether to accept, clarify, or decline.
Acceptance of the matter
The engagement partner decides whether the firm will act. Configure onboarding to wait for that decision and the firm’s authorization.
All advice, without exception
Any substantive answer about a client's position is the regulated product the firm exists to provide.
Access, approvals and partner responsibilities
No professional advice, structurally
Advice content is excluded from scope entirely, and any regulated question routes to a qualified professional rather than being answered helpfully.
No implied engagement
Nothing in the conversation may suggest an advisor-client relationship exists before acceptance, which constrains language as well as capability.
Conflict-check status as a gate
A configured conflict check is an explicit partner-review gate before onboarding. A requested, unavailable, pending, or inconclusive check is not clearance.
Data minimisation before acceptance
Only the information the firm has approved for preliminary fit and its configured conflict check is collected before acceptance.
Choose your first intake workflow
After-hours and overflow intake
Capture enquiries outside working hours and during overflow, producing a recorded preliminary brief for partner triage. A fictional unavailable conflict-check result remains pending with the engagement partner; no advice or engagement is implied.
ExplorePreliminary fit signals and expert scheduling
Add preliminary service-area checks for partner review. Coordinate scheduling only after partner acceptance and the firm’s configured authorization.
ExploreApproved onboarding follow-up
After partner acceptance and configured authorization, extend into approved document requests, tracking of partner-supplied or partner-approved terms, and kickoff coordination.
ExploreSystems to connect and test
- Practice management system
- CRM and business development pipeline
- Document management and e-signature
- Fee-earner calendars
- Conflicts and AML screening tools
Questions for your rollout
AI WORKFORCE ORCHESTRATION FOR ENTERPRISESBring one business process.
Request a demo