The proposal starts from scratch
Old documents become new drafts. Scope, assumptions and client details need to be checked all over again.
Measure proposal preparation and rework.
Industries / Professional Services
Your team already
knows the work.
Make the knowledge
move faster.
Connect proposals, documents, client delivery and billing. Turn scattered knowledge and ad-hoc AI into a controlled workflow, without taking judgement away from your people.
Common examples include law firms, accounting, consulting, engineering, agencies and advisory firms. Fit depends on the workflow; this is not a claim of expertise in every listed profession.
- Keep your existing tools
- Keep decisions human
From expertise to delivery
Client briefSource documents connected
Working draftAI assists. Sources stay visible.
Professional reviewA named person signs off.
Client deliveryApproved version. Clear next step.
Keep the judgement.
Consulting / Advisory / Accounting / Client-service teams
The expertise is there.
The handoff needs work.
When a brief, a decision and the latest document live in different places, your team has to reconstruct the context. Start by finding the work that repeats around the actual client work.
Where capacity disappears
Your best people should not be the integration layer.
A decision needs another reminder
Reviews and client approvals sit across inboxes, meetings and chat. The next owner is not always clear.
Measure waiting time and overdue reviews.Delivery is done. Billing is not.
Someone rebuilds the record of approved work, changes and time before finance can prepare the invoice.
Measure approved-to-invoice time.Current vs controlled / Reference workflow
Keep the expertise. Connect the client journey.
One engagement, from the first enquiry to the next conversation. The right systems depend on your team and its data boundaries.
Current operation
Good people. Repeated coordination.
Controlled operation
The same expertise. A connected workflow.
Lead
Capture the enquiry in the client record. A person confirms fit before an engagement is offered.
A clear role for each
Automate around the expert. Not instead of them.
Automation
Moves the work.
- Create projects from approved scopes
- Sync client and engagement records
- Route documents to reviewers
- Track dates and send reminders
AI assistance
Prepares information.
- Find permitted source material
- Extract fields for review
- Draft from approved templates
- Summarize meetings and open questions
Your team
Owns the decision.
- Confirm scope, price and exclusions
- Apply professional judgement
- Approve advice and deliverables
- Own confidentiality and client promises
Choose a bounded starting point
One workflow. A practical first change.
Proposal preparation
- Inputs
- Brief + approved material
- Controlled output
- A source-linked draft and missing-information checklist.
- Your team retains
- Scope, fees and the final proposal.
Client delivery & knowledge
- Inputs
- Project records + review notes
- Controlled output
- A current engagement summary, owners and unresolved questions.
- Your team retains
- Advice, exceptions and client commitments.
Billing handoff
- Inputs
- Approved milestones + time records
- Controlled output
- A complete billing packet with exceptions flagged.
- Your team retains
- Fee adjustments and invoice approval.
Start with a non-sensitive sample. Confirm access permissions, retention and permitted AI use before connecting client records.
Professional capacity calculator / Modelled impact
What could your team do with that time back?
Estimate the annual coordination load. Use loaded employment cost, not your client billing rate.
Your annual scenario
1,440hours spent on admin
$108,000CAD loaded labour cost
Potential annual capacity value (CAD)$54,000
720 hours redirected at 50% recovery.
Capacity is not cash saved or guaranteed billable revenue. Review effort, software, training and implementation costs are not deducted.
Use this scenario in my assessmentFormula, sensitivity and limitations
Annual hours = people x weekly admin hours x working weeks. Loaded labour cost = annual hours x hourly cost. Capacity value = loaded labour cost x recoverable share. Do not count the same hour twice across workflows.
| Recovery | Hours / year | Capacity value (CAD) |
|---|---|---|
| 30% | 432 | $32,400 |
| 50% | 720 | $54,000 |
| 70% | 1,008 | $75,600 |
Indicative payback = investment / monthly capacity value, shown only for a positive supplied investment and capacity value. This is a planning ratio, not a forecast of cash recovery.
External evidence / Published examples
Useful patterns. Not borrowed client results.
These vendor-published stories describe other firms. They are not LaunchSoloAI engagements, independent validation or forecasts for your business.
External published example / Clifford Chance
Email and knowledge work, with governance.
Microsoft describes Copilot use for routine tasks and email summaries, alongside AI principles developed with legal, technology and risk teams.
Microsoft customer story / 19 November 2024Read the published storyExternal published example / DWF
Connect information without skipping permissions.
Microsoft describes firm-wide Copilot adoption and plans to expose document knowledge through SharePoint governance and security controls.
Microsoft customer story / 27 February 2025Read the published storyLaunchSoloAI engineering evidence
Inspect the method and the build.
Engineering artifacts demonstrate bounded work. They do not establish professional-services client ROI.
System run / Diagnostic
Substrate business diagnostic
A public-signal analysis with ranked opportunities and explicit evidence-versus-hypothesis boundaries. It does not establish access to a client's internal operations.
Inspect the diagnosticDelivered technical artifact
Apollo Finvest agent build
An implementation record with tool and provider boundaries. A technical take-home artifact, not a claim of production deployment or client revenue.
Inspect the artifactImplementation approach
Start small. Keep the team in control.
- 01
Understand
Map one engagement and its handoffs.
- 02
Baseline
Record time, waiting and rework.
- 03
Connect
Pilot with permitted sample data.
- 04
Validate
Test exceptions and human review.
- 05
Expand
Scale only the work that improves.
A practical first step
Give your people more time
for the work clients value.
Start with one proposal, one recurring review or one billing handoff. We will map the baseline and identify the smallest change worth testing.
Analyze my client workflowNo system access needed to start.
Live service business / Family-associated context
From consultation booking to completed service.
Pravoup shows why qualification, signed agreements, long-running matters and payment status need more than a calendar. Existing steps and proposed automation remain separate.
Inspect the Pravoup operating record ↗