AI Automation Saas

LigoFlow

Through LigoFlow's AI execution layer, Brightlane Software turned scattered commitments across meetings, Slack, and email into owned, trackable actions — cutting missed follow-ups by 41% in just 3 months.

Amsterdam, Netherlands
3 Months

From Communication Noise to Trackable Execution

Challenge

Like most scaling hybrid companies, Brightlane was communicating more than ever and executing less predictably than ever. Work started in Zoom calls, moved to Slack, was confirmed by email, and was supposed to land in Jira — but frequently never did. Decisions made in leadership and cross-functional meetings had no consistent owner, no deadline, and no follow-up trail. The company had already invested in an AI meeting note-taker, but summaries only described what was said; they did nothing to ensure what must happen next actually happened. As the team grew past 150 people across three departments and two time zones, execution came to depend on individual memory and discipline rather than any system, and the Head of Operations had no unified view of what had been committed, by whom, or what was stuck. The internal cost was heaviest on managers. Team leads spent large parts of their week manually reconstructing commitments from call notes and Slack scrollback, chasing updates one person at a time. Customer-facing promises made by sales and customer success were buried in threads and lost during handoffs to product and engineering, producing avoidable escalations and eroding client trust. Weekly management meetings increasingly recycled the same unresolved items because nobody could see, in one place, which actions from the previous week were completed, delayed, or silently dropped. - Commitments scattered across Zoom, Slack, email, and Jira with no cross-channel record of owners, deadlines, or status. - Managers losing an estimated 5–7 hours per week each to manual follow-up chasing and status reconstruction across tools. - Customer promises and cross-team handoffs repeatedly dropped between sales, customer success, product, and engineering.

Solution

LigoFlow was deployed as a 30-day execution visibility pilot with the operations team, then rolled out company-wide over three months. The engagement began with a workflow mapping session: which meetings mattered, which channels carried real commitments, and what "stuck" looked like for each department. LigoFlow then connected to Brightlane's existing meeting and chat workflow and began capturing decisions, action items, owners, and deadlines from the conversations where work actually starts — with every AI-detected action presented for lightweight human confirmation before anything was created. No team was asked to change tools or adopt a new task system; confirmed actions were pushed directly into the Jira boards and Slack channels teams already used daily. The rollout was deliberately staged around trust before automation. In the first weeks, every extracted commitment carried a confidence score and required one-click review by the meeting owner, giving managers control and giving the security team full audit logs, role-based access, and integration transparency — a requirement for GDPR-conscious Dutch buyers. As accuracy proved out, review became a seconds-long habit rather than an admin task. A shared execution dashboard gave the Head of Operations and leadership team a single view of open commitments across departments: what was owned, what was due, what was blocked, and which cross-team handoffs were aging without movement. Weekly execution reports replaced the manual Monday status-chasing ritual entirely. - Cross-channel commitment capture from Zoom meetings and Slack, with human-in-the-loop confirmation, confidence scoring, and full audit logs. - Confirmed actions pushed automatically into existing Jira boards and Slack workflows — no new task system, no forced behavior change. - A leadership execution dashboard surfacing open commitments, stale actions, aging handoffs, and missed-follow-up risk across all departments.

Business Outcomes

The impact showed up first where the pain was sharpest: follow-through. Within the pilot period, LigoFlow captured and assigned over 1,100 commitments that previously lived only in transcripts and threads, and missed follow-ups dropped 41% against the pre-pilot baseline the operations team had measured. Managers stopped spending their weeks reconstructing who owed what; buyer-reported time saved averaged more than five hours per manager per week, redirected from chasing updates to actual management. Customer-facing teams saw the most visible external effect — promises made on calls were tracked to completion, and escalations tied to dropped handoffs fell measurably within the first two months. Beyond the numbers, the engagement changed Brightlane's operating rhythm. Leadership meetings now open with the execution dashboard rather than verbal status rounds, and every decision leaves the room with an owner, a deadline, and a trackable status by default. Because LigoFlow sits on top of the existing stack rather than replacing it, adoption held after the novelty faded: weekly active usage remained above 80% of target users at the end of month three, and Brightlane converted from pilot to an annual company-wide plan, expanding from the operations team to customer success and product. - 1,100+ commitments captured, assigned, and tracked in 3 months that previously had no system of record. - 41% reduction in missed follow-ups and a measurable drop in customer escalations caused by dropped handoffs. - 5+ hours per manager per week recouped from manual chasing, with 80%+ weekly active usage at rollout completion.

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41% Reduction in Missed Follow-ups
1,100+ Commitments Captured & Assigned
5+ hrs Recouped per Manager per Week
80%+ Weekly Active Usage at Rollout
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