~0.14 EUR
Cost per confirmed sales meeting
Impact
Jadey independently detects from CRM sales statistics when new outreach and meeting runs are required. Pipeline situation, meeting inventory, campaign status and sales metrics become a controlled communication and scheduling run that takes over verified CRM campaigns, executes e-mail outreach, processes inbound responses and guides every lead to a confirmed sales meeting or documented blocker. The process ends with an agreed sales meeting or with rejection of the lead.
Cost per confirmed sales meeting
Manual Sales-Ops minutes per meeting
No manual CRM update rate
Challenge
A CRM sales statistic can make visible that new sales demand is emerging. In many enterprises, however, this signal remains at the control level. It shows a gap in meeting inventory, pipeline or campaign progress, but does not yet create an executable outreach and scheduling run. Between recognized demand and actual sales meeting lies an operational process that previously had to be held together manually across sales, CRM maintenance, e-mail communication and calendar coordination.
Even a verified CRM campaign does not solve this problem. It provides a reliable lead basis, but does not automatically guide these leads through to a meeting. After campaign approval, send approval, contact evaluation, response review, follow-up, scheduling, CRM return and blocker clarification remain open as their own operational value stream. Exactly this section is fragmented, cross-functional and hard to control in many enterprises.
Inbound e-mail is especially critical. Incoming replies must be checked safely, assigned to the right lead, understood in business terms and translated into the next step. Interest, question, rejection, responsibility change, timing conflict or blocker must not remain in the mailbox or be advanced incorrectly. Meeting interest becomes a reliable sales meeting only when participants, time window, time zone, calendar situation and confirmation by both sides are brought together cleanly.
When this process is guided manually, waiting times, media breaks, double-send risks, unclear responsibilities and incomplete CRM timelines emerge. Replies remain open, follow-ups are set inconsistently, scheduling is delayed and the status of individual leads is only partly traceable for sales leadership, RevOps and management. An actually data-driven sales need therefore becomes a manual coordination process again.
The challenge was therefore not sending individual sales mails. The challenge was to turn a recognized CRM sales need into a controlled revenue value stream: from the appropriate verified campaign through secure outreach and inbound handling to the sales meeting.
Solution
The solution is a guided revenue value stream from recognized sales demand to confirmed sales meeting. Jadey detects when new outreach and meeting runs are required, takes over the appropriate verified CRM campaign and guides every lead through outreach, inbound handling, follow-up and scheduling to a reliable final status.
The process does not end with campaign approval, send or activity. Every lead is moved into an unambiguous CRM state: confirmed sales meeting, rejection, qualified question or documented blocker. Jadey keeps campaign reference, lead context, communication history, review status, response evaluation, meeting need and CRM return together in one continuous process context.
This removes manual coordination through reporting, mailbox, reminders, calendar and CRM timeline. Sales no longer has to hold the run together itself, but works with a process that checks replies, derives next steps, triggers follow-ups, guides scheduling paths and documents outcomes in CRM with evidence.
External communication and incoming replies remain controlled. Sending happens after approval, inbound messages are checked and only permitted replies lead to follow-up, scheduling path, rejection or blocker. The confirmed sales meeting is created only when participants, time window, calendar situation and confirmation by both sides are brought together cleanly.
The deployment creates a measurable outcome run: verified campaign in, confirmed sales meeting or reasoned final status out. The economic lever lies in eliminated manual working time: roughly two hours of Sales-Ops effort per lead corresponds to approximately 60 EUR in a conservative internal labor-cost view. A meeting run that was previously barely economical to scale becomes a standard process whose operational execution with Jadey costs only a few cents per lead.
| KPI | Before Jadey | After Jadey | Meaning |
|---|---|---|---|
| Cost per confirmed sales meeting | approx. 60 EUR internal labor cost per lead | 0.14 EUR | Before Jadey, the effort came from roughly two hours of manual research, inbound handling and scheduling. With Jadey, operational execution in the standard path is reduced to a few cents per lead. |
| Manual Sales-Ops minutes per meeting | 120 min. | 0 min. | Before Jadey, research, inbound handling and scheduling were manual in the Sales-Ops process; in the standard path, the confirmed meeting emerges without ongoing manual Sales-Ops work. |
| Straight-through processing rate | manual handovers and interim decisions | 98.6 % | Shows the share of leads that run through the standard path without manual interruption to meeting, follow-up or blocker. |
| No manual CRM update rate | manual CRM update after communication and meeting status | 100 % | Shows the share of leads whose CRM status is updated from the run without manual follow-up maintenance. |
The metrics refer to the approved standard path of this deployment. Special cases, manual reviews, missing campaign basis and impermissible inbound content are guided separately and are not counted as uncontrolled straight-through processing.
Technical depth
The technical architecture of the deployment connects demand from CRM sales statistics with campaign handoff, business process guidance, review, CRM e-mail, inbound verification, response evaluation, scheduling and closing evidence. Jadey therefore does not guide the sales-meeting run as a loose outreach flow, but as a bounded, auditable and documented operating process.
The run always starts from sales statistics in business terms and becomes executable only when a verified CRM campaign with campaign_id, campaign reference, campaign-ready leads and CRM evidence exists. The deployment is complete only when every lead is in an evidenced CRM state: confirmed sales meeting, rejection, qualified question or documented blocker.
Three operational agent areas participate in the sales-meeting run: cron, opportunity and crm. Together they call eight subroles that carry the run from sales statistics to sales meeting. cron/runner starts the daily run and secures run evidence. opportunity/triage, opportunity/communications and opportunity/review take over demand classification, process guidance and dispatch review. crm/new-email-verification, crm/email, crm/pending-email-replies and crm/scheduler provide the CRM-adjacent execution services for inbound review, e-mail, response need and scheduling path.
Two control edges additionally secure the run. sentry checks untrusted inbound content before it is returned into the communication run. Company-Agent/review approves outward-facing communication with company knowledge when final text, claims, routing or external effect are affected. Both edges are deliberately not additional business owners: they check, limit and return, but do not guide the sales-meeting run themselves.
| Agent/role | Function in the deployment | Activity |
|---|---|---|
cron/runner | Technical cadence, inbound cadence and run evidence | Starts the technical run, monitors due state, waiting, timeout and concurrency, and documents the return. |
Specifically: Boundary: Does not recognize business sales demand, evaluates no leads, writes no CRM communication and does not decide which lead is contacted or scheduled. | ||
opportunity/triage | Demand classification and campaign connection | Turns CRM sales statistics and the verified campaign connection into an executable communication run. |
Specifically: Boundary: Sends no e-mails, guides no scheduling path, replaces no CRM campaign completion and does not silently add a missing campaign basis. | ||
opportunity/communications | Communication and scheduling control | Guides campaign, lead, communication, inbound response, CRM services and meeting status as one coherent assignment. |
Specifically: Boundary: Processes no unchecked replies, does not write directly outside the CRM services, does not send without review and does not bypass approval. | ||
opportunity/review | Local dispatch and process review | Checks dispatch package, e-mail state and process context before outward-facing communication. |
Specifically: Boundary: Triggers no send, writes no meeting and does not replace | ||
crm/new-email-verification | Inbound gate | Checks new CRM mails, sets the verification status and returns safe assignment or blocker. |
Specifically: Boundary: Does not forward unchecked mails, creates no response or scheduling path without permissible verification status and does not decide sales progress. | ||
crm/email | CRM e-mail action | Creates or sends CRM e-mail activities in the leading CRM. |
Specifically: Boundary: Does not send without recipient, regarding and review reference, performs no blind retry when duplicate-send risk exists and does not evaluate response content. | ||
crm/pending-email-replies | Detect response need | Finds permissible, open and campaign-related lead replies in CRM. |
Specifically: Boundary: Uses no unchecked mailbox signals, creates no final lead status and currently does not persist response need as a separate CRM field. | ||
crm/scheduler | Scheduling path | Evaluates meeting need, checks calendar situation and documents hold, blocker or final meeting. |
Specifically: Boundary: Creates no final meeting without confirmation by both sides, does not replace response evaluation and does not use internal holds as externally confirmed sales meetings. | ||
sentry | Inbound security review | Evaluates untrusted mail content before it is processed or returned into the communication run. |
Specifically: Boundary: Mutates no CRM, sends no e-mails, guides no communication run and does not decide follow-up, rejection or meeting need. | ||
Company-Agent/review | Outward communication approval with company knowledge | Checks final external text, context, claims and residual risks before outward-facing communication. |
Specifically: Boundary: Guides no sales-meeting run, triggers no CRM send and must not be bypassed by silently changed text after approval. | ||
flowchart TB cron_runner[cron/runner] triage[opportunity/triage] comms[opportunity/communications] opportunity_review[opportunity/review] company_review[Company-Agent/review] crm_verify[crm/new-email-verification] sentry[sentry] crm_email[crm/email] crm_pending[crm/pending-email-replies] crm_scheduler[crm/scheduler] crm[(Dynamics Dataverse CRM)] microsoft365[(Microsoft 365<br/>Mailbox Graph Teams Calendar)] cron_runner --> triage cron_runner --> crm_verify triage --> comms comms --> opportunity_review comms --> company_review comms --> crm_email comms --> crm_pending comms --> crm_scheduler crm_verify --> sentry crm_verify --> crm triage --> crm crm_pending --> crm crm_email --> crm crm_scheduler --> crm crm_verify --> microsoft365 crm_scheduler --> microsoft365
Two system areas are used in the deployment. Dynamics Dataverse CRM remains the leading evidence location for sales statistics, campaign, leads, e-mail activities, meeting status and CRM timeline. Microsoft 365 carries mailbox, Graph, Teams and calendar for incoming replies, holds and final sales meetings. Technical and business evidence is not shown as separate systems, but guided in the artefact chain.
| System | Use in the deployment | Description |
|---|---|---|
Dynamics Dataverse CRM | Campaign, lead, e-mail activity, appointment, notes and relations | Leading system for sales statistics, campaign reference, lead context, communication history, e-mail activities, closing status and meeting completion. |
Microsoft 365 | CRM mailbox, Microsoft Graph, Teams and calendar | Carries incoming replies, calendar situation, internal holds and final sales meetings. Incoming replies are not advanced unchecked, but returned into the communication run through inbound verification and Sentry evaluation. Internal holds remain separate from external participants and are not counted as final sales meetings. |
The following view does not show all deployment artefacts, but the most important public evidence. Four points are decisive: which campaign triggers the run, which lead assignment is guided, which communication and inbound response are permissible and which sales outcome finally stands in CRM.
Campaign-HandoffOwner: opportunity/triage
Meaning: Connects demand from CRM sales statistics with a verified campaign. Contains campaign_id, campaign reference, campaign-ready leads and evidence that the run does not start from an implicit campaign assumption.
Communication CaseOwner: opportunity/communications and cron/runner
Meaning: Keeps run status, campaign, lead, communication history, next step, return and blocker together in one process context. The artefact shows whether the run was started, continued, blocked or terminally completed.
Communication DecisionOwner: opportunity/communications, opportunity/review, Company-Agent/review, crm/email, crm/new-email-verification and sentry
Meaning: Bundles approved send, CRM e-mail activity, permissible inbound response and inbound security decision. Evidences whether a message was allowed to be sent, whether a reply was usable and which next step arises from it.
Sales OutcomeOwner: crm/scheduler and opportunity/communications
Meaning: Bundles meeting need, appointment, meeting_reference, confirmed sales meeting, rejection, qualified question or documented blocker. This artefact closes the lead assignment in business terms and shows the reliable outcome in CRM.
The value stream connects technical cadence, demand detection, campaign handoff, communication run, review, CRM e-mail, inbound review, safe response guidance, scheduling and CRM return into a controlled operating process. The standard path starts as soon as outreach or meeting demand emerges from CRM sales statistics and a verified CRM campaign is available as execution basis.
Jadey then guides the run along clear states: take over campaign, load leads, check communication context, approve dispatch, execute outreach, verify inbound, evaluate response situation, trigger follow-up or scheduling path and return the result to CRM. A CRM signal therefore does not become a loose work package, but a controlled revenue process with clear closing logic.
flowchart TB
subgraph cron_lane["cron/runner<br/>Technical cadence"]
c1[Start CRM sales run]
c2[Start opportunity/triage waiting]
c3[Cadence inbound verification]
c4[Write run logs and runner report]
c1 --> c2 --> c4
c1 --> c3
end
subgraph triage_lane["opportunity/triage<br/>Demand and campaign connection"]
t1[Use CRM sales statistics]
t2{Outreach or<br/>meeting demand?}
t_no[Document no run]
t3[Assign verified<br/>CRM campaign]
t4[Take over campaign_id<br/>campaign_name]
t_block[Block campaign connection]
t1 --> t2
t2 -->|no| t_no
t2 -->|yes| t3 --> t4
t3 -->|not unambiguous| t_block
end
subgraph comms_lane["opportunity/communications<br/>Communication run"]
o1[Start communication run]
o2[Load campaign leads<br/>and history]
o3[Determine next step]
o4[Create dispatch package]
o5[Request review gate]
o6{Approved?}
o_block[Document send blocker]
o1 --> o2 --> o3 --> o4 --> o5 --> o6
o6 -->|no| o_block
end
subgraph review_lane["Review and governance"]
r1[opportunity/review<br/>local dispatch gate]
r2[Company-Agent/review<br/>external communication]
r1 --> r2
end
subgraph crm_lane["crm<br/>E-mail and inbound"]
m1[crm/email<br/>Email Activity]
m2[crm/new-email-verification<br/>Check inbound]
m3{sentry<br/>permitted?}
m4[crm/pending-email-replies<br/>Response need]
m_block[Document inbound blocker]
m1 --> m2 --> m3
m3 -->|yes| m4
m3 -->|no| m_block
end
subgraph scheduling_lane["crm/scheduler<br/>Scheduling path"]
s1[Classify response<br/>and next step]
s2{Closing state?}
s3[Preflight slot hold]
s4{Confirmed by both sides?}
s5[Final sales meeting]
s6[CRM appointment evidence]
s_reject[Document rejection]
s_question[Document qualified question]
s_block[Document meeting blocker]
s1 --> s2
s2 -->|meeting demand| s3 --> s4
s2 -->|rejection| s_reject
s2 -->|question| s_question
s2 -->|blocker| s_block
s4 -->|yes| s5 --> s6
s4 -->|no| s_block
end
c2 --> t1
c3 --> m2
t_no --> c4
t_block --> c4
t4 --> o1
o5 --> r1
r2 --> o6
o6 -->|yes| m1
m4 --> s1
s2 -->|follow-up| o4
o_block --> c4
m_block --> c4
s_reject --> c4
s_question --> c4
s_block --> c4
s6 --> c4Implementation
This deployment shows how Jadey turns recognized CRM sales demand into a guided outreach and scheduling value stream. Verified CRM campaigns are taken over, communication is approved, inbound responses are checked safely and every lead is guided to a reliable outcome: confirmed sales meeting, rejection, qualified question or documented blocker.
What was implemented here for CRM campaigns and sales meetings can be transferred to comparable outreach, follow-up and scheduling processes in your enterprise. Jadey works along your existing CRM landscape, your approval paths and the rules that govern your external communication.
In a first conversation, we check whether this deployment is suitable as a starting point for your enterprise, which systems and approvals need to be integrated and where Jadey can create near-term operational impact.