Lead qualification automation: 41 leads scored and routed in about four seconds.
Speed to lead decides most deals you lose to nobody in particular. Slate Partners scores and routes the morning's inbound before the first coffee.
The same work, twice
- 1Open the form submission in the inboxSDR · 1m
- 2Look the company up and check the siteSDR · 6m
- 3Check headcount, funding and tech stackSDR · 8m
- 4Score it against the ICP, roughlySDR · 3m
- 5Decide who owns it and check their loadSDR · 4m
- 6Write the first-touch emailSDR · 7m
- 7Book, or drop it into a nurture listSDR · 3m
- 8Create the CRM record and the taskSDR · 4m
The shape of the run, drawn from the Slate Partners build. Your ICP rules, owners and routing come out of the audit week.
Why this queue costs what it costs
Most inbound leads are lost to latency rather than to a competitor. A form arrives at 16:40, an SDR sees it the next morning, researches the company for ten minutes, decides it is probably a fit, and sends a first email thirty hours after the person was actually thinking about you.
Slate Partners rebuilt that as a run. Inbound leads are enriched and scored against written ICP rules, the ones that qualify get an owner and a held calendar slot, the rest enter a nurture sequence with the reason recorded, and the CRM is updated before anyone opens a laptop. Forty-one leads, about four seconds, a three-week engagement.
The valuable part is not the speed. It is that the definition of a good lead stopped living in three people's heads and became a rule you can read, argue with and change.
Write the ICP down before automating anything
Every team says they know their ideal customer, and every team discovers during this project that sales, marketing and the founder hold three different versions. The first deliverable is a single written rule set: firmographics, stated intent, budget signal, disqualifiers.
That document is worth having even if you never build the automation. It ends the recurring argument about lead quality by turning it into a specific edit to a specific line.
Enrichment is cheap, judgement is the rule set
Company size, industry, technology and funding are available from data providers, and pulling them takes seconds. The model reads the free-text parts a provider cannot give you: what the person wrote in the message, what their role implies, whether the timeline they described is real.
Scores are explained rather than emitted. Each lead carries the rules it matched and the ones it missed, so a rep who disagrees can point at the line rather than at the system, and the person who owns the rules can fix it in an afternoon.
Routing that respects load and calendars
Getting the lead to the right person is only half of it. The run checks ownership rules, territory, current load and calendar availability, and holds a slot rather than sending a link into the void.
For the leads that do not qualify, the important part is the recorded reason. A nurture list nobody can explain becomes a graveyard; a nurture list with a reason per entry is a segment you can market to, and the reason is also the trigger for re-scoring when something changes.
The disqualification you should keep manual
We do not build hard auto-rejection. Low-scoring leads go to nurture, not to a bin, because the cost of a false negative in sales is a customer you never hear from again and never learn about.
Similarly, the first-touch email is drafted and queued rather than sent blind on high-value leads. Reps who trust the drafts start sending them in one click, and the ones who edit them are giving you free training data for the next revision.
What it connects to
HubSpot, Salesforce, Pipedrive and Close all expose enough to read and write records and tasks. Forms usually arrive from a website, a paid landing page or a chat widget, and calendars are Google or Microsoft. None of that is exotic.
The part that varies is your enrichment provider, and the audit week checks coverage on a real sample of your leads rather than on the provider's marketing page. Coverage in your specific market is the number that decides how much the automation can actually do.
Cost, timeline and what to expect
Slate Partners was a three-week engagement. A comparable build with enrichment, scoring, routing, calendar holds and CRM writes typically runs $8,000 to $20,000, and a narrower pilot starts at the $4,000 floor.
The honest caveat: this improves speed, consistency and record quality. It does not create demand. If the problem is that inbound volume is low, this is the wrong project and the AI video ads side of the business is a more relevant conversation.
How the build runs
Agree the rules
One written ICP, disqualifiers, owners, territories and what a held calendar slot means. Signed off by sales.
Build and backtest
The run is scored against the last quarter of real leads so you can see which deals it would have routed differently.
Run alongside the team
Both paths run for a week. Where the rules and a rep disagree, the rules get edited, not overridden.
Hand over the rule set
The rules live in a file your revenue lead can edit, with documentation and 30 days of support.
Before and after, in numbers
Slate Partners, a three-week engagement in 2026, measured against their previous inbound handling.
Where we have built this
Related reading
Questions before a pilot
It does not reject anything. Low-scoring leads go into nurture with the reason recorded, and re-score when something changes. The only hard stops are explicit disqualifiers your team writes, such as a competitor domain or a region you do not serve.
We backtest it against a quarter of your real leads before go-live and show you every case where the run would have decided differently to your team. That comparison is more useful than an accuracy percentage, because it tells you exactly which rule to change.
For firmographic data, usually yes, and the cost is typically small compared with the SDR hours it replaces. We check coverage on a sample of your own leads during the audit week, because coverage varies enormously by market and company size.
It drafts and queues. Sending is a rep's click on anything above a value threshold you set. Fully automatic sending is possible for low-value inbound, but it is worth being conservative for a quarter and reviewing what the drafts actually said.
Enrichment runs on business contact data with a documented lawful basis, records are written to your CRM rather than to a system of ours, and nothing is stored outside your stack. Your privacy notice needs to reflect the enrichment provider, which is a one-line change most teams already need.
A pilot starts at the $4,000 floor. A full build with enrichment, scoring, routing, calendar holds and CRM writes typically runs $8,000 to $20,000, fixed after the audit week rather than estimated before it.
Want to see this run on your own lead qualification?
Bring twenty real examples to the scoping call. The audit week counts the hours, writes the rules and comes back with a fixed price, and you keep the process map whatever you decide.