Tool-first thinking
Most teams pick an AI tool before they understand which workflow needs help. The tool gets installed, nothing changes, and the project stalls.
AI Operations Assessment
Find the AI opportunities worth building.
In 2–3 weeks, Deskwire maps your workflows, interviews the people doing the work, scores AI readiness, ranks use cases by ROI, and delivers a 90-day implementation roadmap.
Duration
2–3 weeks
Kickoff to final delivery
Starting at
$7,500
Final scope by team & workflow count
Output
90-day plan
Plus recommended first build
The problem
Why most AI projects stall.
Service businesses don't lack AI options. They lack a way to decide what's worth building first — and what to leave alone.
No clear first build
Without a ranked list of opportunities, every workflow looks like a candidate. Without a recommended first build, nothing gets shipped.
Risk gets ignored — or overblown
Privacy, accuracy, and human-review questions are either skipped or used to block everything. Both kill momentum.
Owners don't have time to dig
The people who can approve the work are the ones least likely to have hours to map workflows and read vendor pitches. The assessment does that for you.
What the assessment includes
Ten concrete deliverables.
Everything is documented, ranked, and tied to your specific workflows. No theory decks.
- 01
Stakeholder interviews
We interview the owner, operator, office manager, dispatcher, sales lead, or other key staff who actually do the work.
- 02
Workflow maps
We map the real customer, scheduling, follow-up, documentation, and admin workflows that move your business.
- 03
AI readiness scorecard
Workflow clarity, data, tools, staff, risk, and ROI potential — scored so attractive ideas separate from implementable ones.
- 04
Ranked opportunity matrix
Every opportunity scored by impact, effort, risk, and time-to-value.
- 05
ROI estimates
Hours, dollars, and revenue impact for the top opportunities, framed as illustrative estimates owners can act on.
- 06
Tool & vendor recommendations
Specific, vendor-neutral picks that fit your existing stack — not whatever is trending.
- 07
Risk & data-handling guardrails
What to allow, what to restrict, what needs human review, and how to handle sensitive information.
- 08
Recommended first build
The single workflow we believe you should ship first, with reasoning, scope, and acceptance criteria.
- 09
90-day implementation roadmap
Week-by-week plan covering build, rollout, adoption, and review checkpoints.
- 10
Prototype or build-ready blueprint
Either a working prototype or a spec your internal team or implementation partner can hand to a builder.
The process
A five-step assessment sprint.
Five steps from kickoff to roadmap. Every step produces material that lands in the final report.
- 01
Intake & kickoff
We collect basic information about your business, systems, workflows, pain points, and goals through a short structured intake.
- 02
Stakeholder interviews
We talk to owners, operators, office managers, dispatchers, sales leads — anyone who can describe how work actually moves through the business.
- 03
Workflow mapping
We document the real workflows behind customer intake, scheduling, follow-up, documentation, billing, operations, and staff handoffs.
- 04
Opportunity scoring
We rank AI opportunities by business impact, implementation effort, data readiness, risk, staff adoption, and time-to-value.
- 05
Roadmap & blueprint
We deliver a 90-day implementation plan and a recommended first build — with tools, guardrails, and ROI assumptions documented.
Sample opportunity matrix
How we score workflows.
A simplified version of the matrix you'll receive. Each row gets a current pain, an AI opportunity, a risk level, and a yes/no on whether it makes a good first build.
Lead capture
Low/Medium- Pain
- Missed calls, slow response, form submissions sit too long
- Opportunity
- Summarize inquiries, draft responses, route leads
- First build?
- Yes
Estimates & proposals
Low/Medium- Pain
- Slow turnaround, inconsistent follow-up
- Opportunity
- Draft proposals, automate follow-up, track open opportunities
- First build?
- Yes
Scheduling & booking
Low/Medium- Pain
- Manual coordination, cancellations, no-shows
- Opportunity
- Draft reminders, suggest available times, create tasks
- First build?
- Yes
Customer communication
Low/Medium- Pain
- Repetitive questions, inconsistent updates
- Opportunity
- Draft texts and emails from approved scripts
- First build?
- Yes
Reviews & reputation
Low- Pain
- Inconsistent review requests and responses
- Opportunity
- Trigger review requests, draft responses
- First build?
- Yes
Billing & collections
Low/Medium- Pain
- Unpaid invoices, manual reminders
- Opportunity
- Draft reminders, summarize aging reports, create follow-up tasks
- First build?
- Yes
Internal SOPs
Low- Pain
- Staff ask the same questions repeatedly
- Opportunity
- Searchable internal knowledge assistant
- First build?
- Yes
Hiring & recruiting
Medium- Pain
- Slow applicant follow-up and screening
- Opportunity
- Draft job posts, screen applicants, schedule interviews
- First build?
- Maybe
Professional judgment workflows
High- Pain
- Legal, medical, tax, financial, or regulated decisions
- Opportunity
- Assist with drafts and summaries only
- First build?
- Human review required
Illustrative example · your assessment produces a real matrix tied to your workflows
Sample readiness scorecard
What readiness looks like.
The scorecard separates attractive ideas from implementable workflows.
Workflow clarity72/100
Data readiness64/100
Tool stack readiness58/100
Staff adoption readiness76/100
Risk readiness61/100
ROI potential84/100
Illustrative numbers shown as an example. Your assessment produces a real scorecard tied to your data, workflows, and team.
What happens after
What happens after the assessment?
Some clients use the roadmap internally. Others have Deskwire build the first workflow. Either way, the assessment creates a practical decision: what to build first, what to skip, and what guardrails to put in place.
Use the roadmap internally
Some clients hand the plan to their internal team or existing dev partner and run it themselves. The roadmap is written so they can.
Have Deskwire build the first workflow
If you'd rather we build it, we can ship the recommended first system end-to-end with your team's review.
Run a focused team training
Once a workflow is live, we can train staff on what's allowed, what isn't, and how to flag issues — practical, not theoretical.
Move into managed AI operations
For teams that want a steady operating partner, we run weekly review, iteration, and reporting on the systems we ship.
Pricing
One assessment, one fixed engagement.
No retainer required. No surprise vendor markups.
AI Operations Assessment
Fixed scopeA 2–3 week engagement that ends with a workflow map, readiness scorecard, ranked opportunity matrix, ROI model, recommended first build, and 90-day implementation roadmap.
Starting at
$7,500
Final pricing depends on team size, workflow count, and whether the recommended first deliverable is a prototype or build-ready blueprint.
Included
- Up to 5 stakeholder interviews
- Workflow maps & readiness scorecard
- Ranked opportunity matrix
- ROI estimates for top opportunities
- Tool & vendor recommendations
- Risk & data-handling guardrails
- Recommended first build
- 90-day implementation roadmap
FAQ
Common questions.
What is an AI assessment?
It's a structured 2–3 week engagement where we map how your service business actually works, identify the workflows where AI would create real ROI, score readiness and risk, and give you a 90-day plan you can act on. It's a decision tool — not a vendor pitch.
Who is this for?
Owners, operators, founders, managing partners, practice owners, office managers, and operations leaders at service businesses with about 5–100 staff who know AI could help and want a clear next step instead of more demos.
What kinds of businesses do you work with?
Home services, professional services, healthcare and wellness, field services, appointment-based businesses, and B2B service companies. The assessment is workflow-first, so the structure works across industries.
Do you build the systems too?
Yes, when it makes sense. Many clients hand the roadmap to their internal team or existing dev partner. Others have us build the first workflow end-to-end.
Is this just ChatGPT training?
No. The assessment is about your operations, not generic AI literacy. Training is available as a follow-on once specific workflows are decided.
How long does the assessment take?
Two to three weeks from kickoff to final delivery. We move at a pace that works for owners — short, focused calls, no marathon workshops.
What do we get at the end?
A workflow map, a readiness scorecard, a ranked opportunity matrix, ROI estimates, tool recommendations, risk and data-handling guardrails, a recommended first build, and a 90-day implementation roadmap.
What does it cost?
Assessments start at $7,500. Final pricing depends on team size, number of workflows, and depth of the recommended first build (prototype vs. build-ready blueprint).
What if our team already uses AI?
Even better. We'll document where AI is already helping, where it's creating risk, and how to bring informal use into a clear policy and a real implementation roadmap.
Do you handle confidential data?
Not through public forms or unmoderated tools. We work with de-identified examples by default and define what categories of information are allowed where, and what requires human review.
Do you replace staff?
No. Every recommended workflow assumes humans stay in control of professional judgment, customer communication, and final decisions. AI assists the team — it doesn't replace it.
What happens after the assessment?
You decide. Use the roadmap internally, have Deskwire build the first workflow, train your team on it, or move into managed AI operations. The assessment makes that decision practical.
Ready when you are
Find the highest-ROI AI workflow in your service business.
Start the intake. We'll review your workflow priorities and follow up to schedule the assessment call.