Executive reports · CRM · Telegram · AI summary

Automated executive reports without manual data copying

LCS builds management summaries from CRM, spreadsheets, websites, Telegram bots and other work systems: leads, sales, overdue actions, statuses, exceptions and brief AI summaries for decisions.

Start with one report your manager reads regularly and compiles by hand.

What we automate

Regular summaries delivered without reminders.

An automated report is useful when it explains what changed and needs attention, beyond simply showing where the data is.

Enquiries and leads

How many enquiries arrived, their sources and owners, missing statuses and urgent leads.

  • Website, forms, Telegram, CRM
  • Sources and categories
  • Overdue actions and owners

Sales and statuses

A brief overview of stages, values, stalled deals, conversion and managers' tasks.

  • Funnel and changes
  • Stalled deals
  • Reasons for losses

Operational tasks

Completed and overdue work, issues needing management attention and recurring blockers.

  • Tasks and SLA
  • Overdue
  • Recurring blockers

Finances and expenses

If data is available, regular summaries can cover payments, expenses, balances and exceptions.

  • Spreadsheets and exports
  • Threshold alerts
  • Change tracking

Marketing and website

Leads, forms, campaigns, sources, website errors and technical events that affect enquiries.

  • Leads and sources
  • Form errors
  • Events and anomalies

AI summary

AI helps explain changes, group comments and highlight key points while keeping the figures as the basis.

  • Brief insight
  • Anomalies
  • Next actions
Before / after

The main benefit is less manual work and faster decisions.

Before automation

  • Data is copied manually from CRM, spreadsheets and chats.
  • The report depends on one employee and often arrives late.
  • The manager sees figures but misses exceptions and causes.
  • Overdue actions and urgent leads surface late.

After automation

  • The summary arrives on schedule in Telegram, email or a spreadsheet.
  • Data sources and calculation rules are documented.
  • Exceptions and overdue actions are highlighted separately.
  • An AI summary briefly explains what needs attention.
How we build it

From data sources to a brief executive summary.

01

Choose the report

Define which decision the manager makes using this report.

02

Connect sources

CRM, spreadsheets, website, Telegram bots, leads, exports or APIs.

03

Set the rules

Categories, periods, owners, thresholds, overdue actions and exceptions.

04

Deliver the summary

Telegram, email, spreadsheet, dashboard or AI summary at a convenient time.

A practical approach

Not every report needs a complex dashboard.

Start simple

Sometimes the best start is a daily Telegram message: lead counts, urgent and overdue items, and who is responsible.

Add exception tracking

After the first report, add thresholds, overdue actions, owners and alerts only for events requiring a response.

Enhance with AI summaries

Dashboards, AI summaries and integrations follow once the management benefit is clear and sources are more stable.

FAQ

Frequently asked questions about automated reports.

Which report should we start with?

One the manager already requests regularly or compiles by hand: daily leads, sales, overdue actions, task statuses or customer enquiries.

Can reports be sent to Telegram?

Yes. A brief morning or evening message with key figures, exceptions and links to details is often the most convenient format.

Is scattered data a problem?

First, agree which records to rely on, what data can be collected automatically and how to calculate each metric.

Will AI draw its own conclusions?

AI can draft a brief summary and flag anomalies. People still make important decisions; it helps them work faster.

A one-report pilot

Choose one report to stop compiling by hand.

Tell us which data you copy manually: CRM, spreadsheets, leads, website, Telegram, WhatsApp or tasks. I will suggest the simplest automated summary workflow.