Reps sell or reps type — rarely both
Every field a rep fills in by hand is time not spent on a customer, so fields go empty, activity goes unlogged, and the CRM reflects whoever had the most discipline that week rather than what actually happened.
Department automation
Automate the data entry. Protect the deal judgment.
It runs on your servers, inside the CRM and the shared sales inbox your team already works from, with no black boxes.
The grind
Where the hours actually go
Intake depends on who opened the inbox
Inquiries arrive as free-text emails, attached spec sheets, and trade-show scans. One person creates a tidy record with the right owner; another pastes the email into a notes field. Routing and follow-up speed depend on who was on duty.
The Monday numbers take all of Friday
Pipeline and activity reporting means exports, lookups, and a spreadsheet someone rebuilds by hand every week — and the meeting still opens with an argument about whose numbers are right.
The CRM quietly rots
The same account entered three ways, contacts who left their company a year ago, opportunities whose close dates have rolled forward five quarters. Nobody has time to clean it, so every report inherits the decay.
The split
Automate the repetitive. Protect the cognitive.
We automate
Inbound inquiry intake — reads free-text emails and attached PDFs, drafts a complete CRM record for a person to approve
CRM hygiene review queues — deterministic matching flags duplicates, stale opportunities, and missing fields, each with a proposed fix
Weekly KPI and pipeline reporting — pulls from source systems and runs the same auditable math every week — no spreadsheet rebuild
Activity and call-log drafting — turns emails and meeting notes into draft activity entries a rep confirms in seconds
Lead routing proposals — applies your territory and account rules, then waits for a human yes before assigning
We protect
Deal qualification and forecast calls — whether an opportunity is real is a judgment call, and it stays with your people
Customer conversations — nothing contacts a prospect or customer in your name — the relationship work stays human
The final write to the CRM — no record is created or changed without a named person approving it first, by design
The ability to run it manually — automations run in parallel with your manual process until proven, and your team keeps the skill to do both
How it runs
Prepare-and-confirm, always
AI drafts. A person reviews and approves. Nothing touches a live system without a human gate — that's the architecture, not a phase.
The full build architecture →A worked example
fixes a misread quantity or a mis-mapped product line, and approves — only then does the record exist in the CRM
Questions operators ask
Does this write to our CRM automatically?
No. Every automation works prepare-and-confirm: the system drafts the record or the change, and a person on your team reviews and approves it before anything touches the CRM. That review step never comes off — a lead, contact, or opportunity is never created or edited without a named person's yes, in month one or year three. New automations also run beside your manual process until you have seen them be right, repeatedly, on your own data.
Can we trust AI with our pipeline numbers?
The AI never does the math. Language models handle exactly one job here — reading unstructured text like inbound emails and attached documents. Every match, calculation, and KPI is deterministic code your team can inspect: same inputs, same numbers, every week. If a figure looks wrong, you can trace precisely how it was produced, which is not something a Friday-afternoon spreadsheet offers.
If the CRM fills itself in, do we still need a sales ops coordinator?
Yes — and the role gets better. The coordinator who spends hours re-keying inquiries and rebuilding the Friday spreadsheet becomes the person who analyzes the pipeline and tightens the routing rules. Qualification, forecasting, and every customer conversation stay with your reps — we deliberately leave the judgment work in human hands, because that is what keeps a sales team good at selling.
Map the repetitive work in sales operations.
We sit with your team, map how the work actually happens, and draw the split: what's worth automating, and what automation should never touch. You keep the map either way.
Map your workflows