The lead was captured. Nobody can explain why it reached that rep two days later.
One rule assigns by region, another spreadsheet protects named accounts, and a CRM workflow retries only when a field is present. The automation appears to work until an exception sits unowned or the same prospect receives two sequences.
Begin with one handoff and make the decision inspectable. Revenue operations should be able to see the input, rule version, owner, exception, and next step without reading integration logs.
Relevant delivery record
- delivery of a referral and attribution platform
- 14 weeks
- RaftLabs project record
- starting point for one focused sales workflow
- $15K
- Scope anchor, not a market average
- recommended first automation boundary
- 1 handoff
- Expand after exceptions are observed
RaftLabs delivered a white-label referral and viral-marketing platform with attribution and automated follow-up across channels in 14 weeks. That project shows relevant workflow and integration experience; it does not guarantee conversion, pipeline, or revenue outcomes for a new sales system.
Custom sales automation fits when one valuable handoff crosses tools or exceeds safe CRM configuration.
Choose CRM work when the underlying account and opportunity model is the problem, or general workflow automation when the process is not sales-specific.
A fit01The trigger, owner, response target, systems, and error cost can be named.
02Sales operations can approve routing, eligibility, overrides, and suppression rules.
03The first workflow has enough volume or risk to justify custom integration and operation.
Not a fit01A standard CRM workflow can express the process cleanly and remain maintainable.
02Nobody owns source-data quality or disputed lead and account rules.
03The buyer expects automation alone to guarantee reply, conversion, or revenue growth.
Focused scope
What one sales automation release includes
01Capture, enrichment, and identity
Normalize one lead source, preserve consent and source evidence, match
contacts and accounts, handle duplicates, and expose missing data before it
becomes a silent routing decision.
02Routing and service levels
Version assignment precedence across region, segment, account tier, capacity,
named ownership, round robin, and exceptions. Track acceptance, reassignment,
response time, and unowned records.
03Follow-up and approvals
Trigger approved tasks or messages from explicit states, respect suppression
and time windows, pause on replies or ownership changes, and route proposal or
discount exceptions to named approvers.
04Operations and auditability
Provide rule history, decision reason, retry queues, overrides, alerts,
dashboards, and runbooks. Business owners should tune safe parameters without
a deployment while code-level changes stay reviewed.
Workflow execution vs customer record
| Sales automation | Custom CRM |
|---|
| Primary problem | Handoffs and tasks fail across systems | Account, contact, opportunity, or pipeline model does not fit |
|---|
| First boundary | One trigger-to-owner workflow | One role and customer-data workspace |
|---|
| Core evidence | Decision reason, SLA, exceptions, retries | Trusted record, stage, activity, permissions |
|---|
| Buy first | When records exist but execution is manual | When the source of truth itself is fragmented |
|---|
| Starting price | $15K | Scoped against CRM workflow and integration breadth |
|---|
Choose custom CRM development when sellers lack a usable customer and pipeline workspace. Choose this page when that system exists but work still stalls between lead source, CRM, communication, approval, and finance tools. Use workflow automation for processes spanning other functions.
Delivery
From manual sales handoff to one owned automation
Four steps keep business rules visible while the integration runs them.
- Step 1
01Define the handoff and owner
Name the trigger, source record, qualification, destination, response window,
consent, business owner, and result the first workflow must improve. Record
exclusions and current failure volume.
- Step 2
02Map rules and exceptions
Document routing precedence, duplicate handling, missing data, overrides,
retries, approvals, and the audit evidence sales operations needs. Resolve
contradictory rules before build.
- Step 3
03Build and shadow the workflow
Connect the agreed systems, run rules against representative records, compare
automated and current decisions, and fix unsafe edge cases before records or
messages move automatically.
- Step 4
04Release and tune with evidence
Enable the workflow in stages, monitor failures and overrides, hand over
editable rules and runbooks, and review the next bottleneck. Keep an emergency
stop and manual queue.
- Source data cannot support the rule
- Profile completeness, duplicates, ownership, and consent before routing. Automation scales bad data as efficiently as good data.
- Business logic is hidden in code
- Expose safe rules, versions, reasons, and overrides to revenue operations while protecting consequential changes with review.
- The workflow has no stop condition
- Pause on reply, ownership dispute, suppression, missing consent, provider failure, or emergency stop rather than forcing every record forward.
- Success is measured only by activity
- Track accepted leads, response time, exception rate, reassignments, and downstream quality. More messages are not proof of better selling.
Scope and price
One focused sales automation starts at $15,000.
Begin with one lead source, CRM, routing path, follow-up boundary, and business owner.
CRM, enrichment, email, telephony, proposal, and other vendor charges remain separate unless included in the proposal.
Starting investment
Starts at $15K
A focused release usually takes 8 to 12 weeks. Channels, integrations, proposals, commission logic, data repair, and reporting move the estimate.
Every transition has a reason
The first workflow records its trigger, rule version, destination, exceptions,
override path, and business owner.
No revenue promise
RaftLabs delivers the agreed workflow and operating evidence but does not
guarantee replies, opportunities, conversions, or revenue.
Related revenue systems
Choose the system boundary that is actually broken