Prepare a first proposal from approved firm knowledge.
Gather relevant experience, service descriptions, team information, and commercial inputs. Draft the response, show the sources used, and send it to the account owner for review.
AI for professional services
Reduce the admin between winning work and delivering it.
OriginLines builds AI workflows for professional services firms in the UK and internationally. The systems prepare proposals, move client onboarding forward, process documents, and help teams find approved knowledge without removing professional judgment.
Proposal generation · Client onboarding · Knowledge management · Document processing
Where to start
Skilled people lose billable time to repeatable coordination and document work.
The first automation should remove a complete operating task, not add another assistant that still leaves people copying results between systems. We start with the workflow, the source records, the review step, and the measure that shows whether the work improved.
Move a signed client into delivery without repeated data entry.
Check required information, prepare the workspace, update the CRM and delivery tools, draft client communication, and route missing or conflicting details to the right person.
Answer internal questions from material people are allowed to use.
Search policies, methods, prior deliverables, and account knowledge while respecting document permissions and showing the evidence behind each answer.
Extract, check, and route information from client documents.
Turn incoming files into structured records, flag missing fields, compare the content with agreed rules, and send uncertain cases to a named reviewer.
A controlled first release
Example first release: client onboarding from signed agreement to delivery workspace.
This example shows the shape of a controlled workflow. It is not presented as a client result. The release boundary and measures would follow the firm's actual process.
Read the signed agreement and verify required information.
The workflow extracts client, scope, commercial, and compliance fields, compares them with CRM records, and creates an exception list instead of guessing.
Create the approved delivery setup.
The system prepares the project record, workspace, standard tasks, and communication draft using the firm's current templates and access rules.
Give the engagement owner one place to review and release it.
The owner sees extracted data, conflicts, proposed actions, and the source material before approving changes to live systems.
Business case
Measure the current process before promising a return.
We do not publish a generic savings percentage. The business case starts with the firm's own volume, handling time, delay, and rework.
Onboarding cycle time
Time from signed agreement to a delivery-ready account.
Manual touches
Number of handoffs, copied fields, and separate system updates.
Correction rate
Cases that need rework because information was missing or entered incorrectly.
Hours returned
Professional and operations time no longer spent on the automated path.
Common questions
What a responsible first project requires.
Which professional services workflows are good candidates for AI automation?
Good first candidates happen often, use accessible information, have a named owner, and end in a result the firm can measure. Proposal preparation, client onboarding, document intake, knowledge search, and standard reporting often meet those conditions.
Can the system use confidential client documents safely?
The design must follow the firm's identity, access, retention, and provider policies. We limit the workflow to the data it needs, respect document permissions, log actions, and keep high-impact decisions with an authorised person.
Will AI replace professional review?
No. The useful boundary is usually preparation, comparison, routing, and decision support. A qualified person keeps control of advice, commercial commitments, regulated decisions, and uncertain cases.
How do we choose the first workflow?
Start with one process that creates visible delay or cost. Establish its current volume, handling time, correction rate, and owner. The first release should complete that path with a clear review point and measurable result.
Book a consultation
Which workflow should your team automate first?
Bring one manual process. We will assess its volume, cost, systems, risks, and the smallest release that could prove value.
Book a call