I advise against switching by default. For most firms of 10–200 people, move only when the vendor will replace the bulk of systems and handoffs and when a 12–24 month TCO, including migration, retraining and exit costs, shows a clear payback. Otherwise fix short automations on your stack first.
- Switch only when the vendor reduces system count and handoffs enough to offset migration, retraining and exit costs.
- Build a 12–24 month TCO that lists migration professional time, retraining, slower SLAs during cutover, ongoing per‑action fees and exit costs.
- Short, fixed‑scope automations on your current systems are faster, cheaper and lower risk for 10–200 person firms.
- Run a pilot that keeps the old path in parallel to prove value and preserve an exit.
- Operational ownership, monitoring and a clean rollback plan decide whether a migration survives.
Signs this is happening in your business
- Month‑end closes late because three people rekey transactions between systems every Friday.
- Client onboarding slips because account setup waits for an emailed spreadsheet someone must copy.
- Handoffs fail silently: work is “done” in one tool but not visible to the next team.
- You pay multiple licences for tools that duplicate the same data with no single source of truth.
- Engineers spend weeks rewriting business rules when a system updates instead of improving processes.
- A vendor offers built‑in automations and you’re unsure whether to migrate or keep small scripts.
- No one can export a complete client record in a format your finance system can consume.
If several of these are true at the same time, the problem is usually the process rather than the people running it.
What this is costing you a year
(Team hours per week x hourly cost of employees x 52) = annual payroll loss
- People doing this work4
- Hours each per week6
- Hourly cost of employees$45
- Weeks52
The annual cost of four people spending six hours a week on manual handoffs and rekeying.
Find the number before you spend anything
Run the formula above on your three most repetitive processes. If any of them clears a year of a salary, that is the one to bring to a call.
Should I switch to a vendor platform for automations
You run month‑end, onboarding and handoffs across several tools and pay people to move data between them. Don’t switch by default. For firms of 10–200 people, short automations on your existing stack deliver value faster and with far less migration risk than a vendor platform unless the vendor replaces most of your systems and handoffs.
Switch only if the platform removes enough systems and handoffs to offset migration, retraining and lock‑in costs.
- You should consider switching only if the vendor will remove the majority of your handoffs and active systems.
- If the migration places a central identity or data store under the vendor’s control, treat the choice as buying core infrastructure rather than a feature.
A concise decision checklist you can run today
Run five quick checks and mark each yes/no; if fewer than three are yes, don’t switch. This filter saves time before you build a full TCO. Count systems, list handoffs and scope the pilot work before anyone signs a contract.
- Scope of workflows: does the vendor replace the majority of systems involved in the end‑to‑end process?
- Number of endpoints replaced: will you remove multiple distinct tools that currently require manual copying or reconciliation?
- Reduction in handoffs: will the vendor materially cut the number of manual handoffs?
- Vendor guarantees: does the vendor provide a documented export and backup policy for your data and workflows?
- Migration effort: can your team or a partner complete a single‑process pilot within one quarter?
What to include in a real TCO and a simple ROI example
A useful TCO lists costs you will actually pay across 12–24 months, not just licence fees. Include migration professional time, retraining, slower SLAs during cutover, ongoing per‑action fees and exit costs. Present both 12‑month and 24‑month views so leaders see immediate and amortised impacts.
- Licensing difference: new vendor licence minus the licences you cancel.
- Migration professional time: external consultants plus internal engineering and process time.
- Retraining and change management: workshops, manuals and lost productivity while staff learn.
- Cutover impact: slower service levels, overtime or errors during parallel running.
- Ongoing per‑action fees: charges that grow with use rather than a flat licence.
- Exit costs: exporting data, re‑building workflows, and the cost of moving to a new provider.
How the math usually decides this — a worked example
Do the arithmetic across the team and the answer becomes obvious. Start with payroll waste: people, hours and hourly cost. Subtract what automation removes. Amortise migration and retraining over the chosen horizon and compare net savings. I give leaders a worksheet so they can change inputs and see the payback.
- Inputs: list people doing the work, hours per week, hourly cost and weeks; plug your numbers.
- Use both a 12‑month and 24‑month horizon so retraining and migration are amortised sensibly.
Unreliable handoffs burn payroll every week; fixing a single connector rarely fixes the underlying glue work.
Per‑process cost breakdown
List each process step, estimate how many minutes or hours it takes and who does it, then convert to annual hours. Add time spent on exceptions, reconciliation and rekeying. Multiply by hourly cost to get payroll waste per process; sum processes to estimate total savings if the vendor removes those steps.
When switching is clearly worth it
Switch when the vendor replaces most endpoints and handoffs, centralises identity or data you cannot replicate, or provides compliance and orchestration features that would cost more to build than to buy. Push vendors for export and service guarantees; documented exits change the economics.
- Vendor replaces the majority of your active systems involved in a workflow.
- Vendor offers a central identity or single client record that removes reconciliation work.
- Vendor provides compliance, audit logging or certifications you cannot cheaply reproduce.
- Your team is chronically blocked by custom middleware work that the vendor’s platform would remove.
When not to switch
Don’t switch if you only need a few fixed‑scope automations, if the vendor’s pricing scales with usage you cannot forecast, or if the vendor won’t commit to exportable data and workflow definitions. Fix quick automations and buy time to test the vendor properly.
- Only one or two workflows benefit and those can be automated on your existing tools quickly.
- Vendor pricing is opaque or scales unpredictably with your volume.
- Vendor will not provide a usable, documented export of workflows and data.
Identify your biggest operational bottleneck
Most owners already know which process is the problem. What they do not have is the annual figure attached to it. That is a 15-minute conversation, not a project.
Hidden risks and red flags to test in a short pilot
Most failures come from untested assumptions: missing coverage for edge cases, no usable export, opaque pricing and limited custom logic. Design a pilot that tests the exact business rules, export and billing model so you surface these within the pilot window.
- Poor coverage: test the exact business rule the vendor must express during the pilot.
- Missing export/backup: request a full export of client records and a workflow dump, then validate reimport or reuse.
- Opaque pricing: run a volume estimate against the vendor’s billing model with your peak month traffic.
- Limited custom logic: ensure the vendor supports the conditional decisions your process uses.
- Roadmap mismatch: get commitments in writing for features that are critical to your workflows.
Most vendor migrations fail because no one wrote and tested the exit plan before the purchase order was signed.
A practical migration playbook and rollback strategy
Pilot one high‑value process, keep the old path running in parallel, define acceptance criteria tied to KPIs, and design a clear rollback before going live. Assign owners and exit gates for Pilot, Parallel run and Cutover so nobody proceeds without meeting the criteria.
- Pick a single process that touches several tools and has measurable volume.
- Define acceptance criteria: throughput, error rate and time‑to‑complete compared to baseline.
- Run the pilot for 4–8 weeks with the old path unchanged; measure both systems in parallel.
- If KPIs worsen or export tests fail, stop and roll back to the old path — do not proceed to cutover.
Operational impacts after switching
Ownership shifts after migration. Assign governance, monitoring and escalation paths before cutover or the automation will become an orphaned project. Name who owns each automation, who owns the business rules and who handles escalations when something breaks.
- Governance: a named owner for each automation and a replacement when the original leaves.
- Roles: developers handle complex logic; business operators handle configuration and exceptions.
- Monitoring: set alerts for failures and end‑to‑end time limits and track them publicly.
- Prevent pilot attrition by naming one accountable executive and budgeting two quarters of support.
Where this fails in practice and why
A vendor demo excites stakeholders, a migration is approved on an optimistic timeline, engineers hit edge cases, cutover is delayed, and the pilot quietly dies while the old process remains. The missing pieces are realistic migration effort, an exit plan and a measurable success definition.
- Underestimated data clean‑up needed to map fields between systems.
- Business rules embedded in scripts are undocumented and are lost during migration.
- No parallel run or rollback clause, so teams accept degraded performance rather than revert.
What you should do next — a single concrete step
Book a 30–60 minute migration assessment to get a quantified build‑vs‑buy recommendation and a clear next step plan. I will run the checklist, produce a 12–24 month TCO and identify a pilot process you can test in 4–8 weeks.
- Schedule an assessment at How to work together.
- If you need technical leadership to scope migration, consider fractional CTO support Fractional CTO.
- For build work rather than advisory, see Custom build.
Where businesses waste the most time
- Re‑keying customer dataWastes staff hours, creates typos and duplicates that require reconciliationAdd point‑to‑point automations that move the same record once between your existing toolsA person still checks: A person verifies exceptions and merged duplicates
- Email handoffsWork waits on inboxes and gets delayed; no clear owner is visibleUse an automation to create the next task and assign an owner in the same tools you already useA person still checks: Team lead approves edge‑case handoffs
- Manual billing fixesFinance spends time correcting invoice mismatches and chasing clientsAutomate reconciliation rules inside your billing and CRM tools rather than moving to a new platformA person still checks: Accountant reviews flagged mismatches
How this compares with what you already run
| Operational area | The manual way | The automated way | Annual business impact |
|---|---|---|---|
| Data entry | Someone copies fields between systems each morning | Data flows once and updates downstream automatically | Reduces annual payroll spent on rekeying |
| Handoff notifications | Teams email or message when they finish a step | Notifications trigger the next task instantly | Cuts annual delay and cost of missed SLAs |
| Billing reconciliation | Finance reconciles mismatched records manually | Records reconcile automatically and flag exceptions | Lowers annual rework and late payment penalties |
| Client onboarding | Multiple people set up accounts in different systems | One intake creates all necessary accounts | Reduces annual time to onboard and speeds revenue recognition |
| Compliance checks | Manual checks and file exports for audits | Checks run automatically and store audit trails | Reduces annual audit prep and non‑compliance exposure |
| Reporting | Reports are compiled by exporting and joining spreadsheets | Reports update from a single source of truth | Reduces annual time spent preparing management reports |
What the end-to-end workflow looks like
- Intake formSales submits a client intake form with required fields.Automation creates the client record in the CRM.
- Account creationIT or operations create accounts in tools required for delivery.Automation provisions accounts in the systems the vendor doesn’t replace.
- Billing setupFinance configures billing profile and invoicing terms.Automation copies billing details to the finance system.
- Service handoffDelivery team receives handoff with project brief.Automation notifies delivery and attaches the intake record.
- Pre‑start compliance checksOperations verify compliance and run checks.Stays human
- KickoffDelivery schedules kickoff and confirms with the client.Automation creates a calendar invite and reminders.
The metrics that tell you it worked
| Metric | What it tells you |
|---|---|
| Time to onboard (hours) | Average elapsed hours from intake to kickoff; it falls when handoffs disappear. |
| Number of manual handoffs per process | Count of times a person must move data or trigger the next step; it drops with successful automation. |
| Weekly staff hours spent on exceptions | Total hours the team spends fixing errors caused by process gaps; it shows remaining work after automation. |
| Days to close month‑end | Elapsed days to complete the month close; a shorter close indicates fewer reconciliation errors. |
| Export completeness | Share of client records that can be exported in a usable format; this measures portability and exit risk. |
| Pilot success rate | Share of pilot transactions processed correctly by the new platform during the parallel run. |
When this is the wrong move
- You only need a few fixed automations that your team can build in weeks.
- Vendor pricing is usage‑based and your volume is uncertain or peak‑driven.
- The vendor refuses to provide a full export of data and workflow definitions.
- You lack an internal owner to maintain automations post‑migration.
- Your core business rules are heavily customised and the vendor provides limited conditional logic.
The mistakes that cost the most
- No exit planAn organisation buys the vendor platform without a tested export; later, when they need to leave, data and workflow lock‑in force expensive rewrites.
- Automating broken processesTeams migrate messy, undocumented rules; the vendor smooths symptoms but not root causes, creating brittle automations that break in production.
- Single big bang cutoverA large cutover is scheduled; unexpected edge cases surface, service degrades, and the old system is turned off without a clear rollback, forcing firefighting.
- Underestimating export workData mapping and clean‑up require far more engineering time than estimated, delaying benefits and inflating migration cost.
- No ownershipAfter migration, no one is named to own daily operations; automations fail and no one fixes them, so the pilot dies and manual work returns.
Frequently asked questions
How long should a pilot take before I decide?
Run a pilot for 4–8 weeks with parallel running of the old path and the new vendor path. That period is usually long enough to expose missing business rules, export limits and pricing surprises while keeping the migration focused.
What is the single biggest hidden migration cost?
Data mapping and clean‑up. Exporting from your current systems rarely produces perfectly mapped records; most migrations spend more time mapping fields and fixing legacy edge cases than wiring the tools together.
If the vendor promises a faster future roadmap, should I trust it?
No. Roadmap promises are not a substitute for current capability. Demand a documented export and test the actual functionality in pilot; commitments are useful but should not be the basis for migration.
Can citizen builders replace engineers if we switch?
Citizen builders help with simple configuration, but you still need technical ownership for complex rules, monitoring and integrations. Plan for a hybrid model with named technical support.
How do I measure whether automation reduced errors?
Track exceptions resolved automatically versus exceptions requiring human work and measure weekly staff hours on exceptions. A fall in those hours is the clearest signal automation is reducing operational cost.
What happens if KPIs worsen during the parallel run?
Stop the migration and roll back the pilot. A parallel run is meant to be reversible; if throughput, error rate or time‑to‑complete get worse, treat the pilot as a learning exercise and fix issues before another attempt.
Stop paying salary for robotic work
Bring your messiest process to a 15-minute audit and we will map where the hours actually go, live on screen. You leave with the number whether or not you work with me.
