Your Team Waits 3 Days for Simple Reports. Here's Why.

That 'quick report' request sits in a queue while your developer finishes their sprint. The bottleneck isn't technical. It's organizational.

The Report Request That Took a Week

Every company has a data reporting bottleneck. Marketing needs campaign performance data. They send a message to the dev team. It becomes a Jira ticket. The ticket gets prioritized against feature work, bug fixes, and technical debt.

Five days later, someone writes a SQL query. The results get exported. By then, the campaign is over. The data is historical trivia, not actionable intelligence.

This happens everywhere. Not because anyone is incompetent. Because the system is broken. We built LILA after watching this pattern repeat across dozens of companies.

The Bottleneck Nobody Talks About

Your developers aren’t slow. They’re doing exactly what they should: building your product, fixing bugs, shipping features.

But they’re also the only people who can answer data questions. Every “quick report” competes with actual product work. And product work always wins.

The result:

  • Marketing can’t measure campaigns in real-time
  • Sales can’t check customer order history during calls
  • Customer support guesses instead of verifies
  • Executives ask for numbers, get them next week

Why Dashboards Don’t Fix This

“We have dashboards for that.”

Dashboards answer questions someone anticipated. They show pre-defined metrics in pre-defined views. Great for known KPIs. Useless for new questions. The data reporting bottleneck remains.

“How many customers from California ordered product X in the last 30 days?”

That’s not on your dashboard. Now it’s a ticket. Now you wait.

BI tools like Looker, Tableau, and Power BI require someone to build the visualization first. Someone technical. Someone busy.

You’ve just moved the bottleneck from developers to data analysts. Same queue. Different person.

The Math Behind the Delay

Let’s count the steps for a “simple” report:

  1. Someone asks a question (5 minutes)
  2. Request gets documented (10 minutes)
  3. Ticket created and assigned (5 minutes)
  4. Ticket sits in backlog (1-3 days)
  5. Developer writes query (20 minutes)
  6. Results exported and formatted (15 minutes)
  7. Sent back to requester (5 minutes)

Total hands-on time: about an hour. Total elapsed time: 3-5 days.

Most of that time is waiting. Not working. Waiting.

What If There Was No Queue?

Imagine the marketing manager opens a chat widget. Types “show me campaign performance for the last 7 days by source.” Gets a chart in 3 seconds.

No ticket. No developer. No waiting.

That’s how LILA works. Our AI translates plain English questions into SQL. The database already has the answer. You just need to ask in a language it understands.

The Real Cost of Waiting

Late reports aren’t just inconvenient. They’re expensive.

Delayed decisions: By the time you have data, the opportunity passed.

Wasted cycles: Developers writing reports instead of building features.

Missed patterns: Problems go unnoticed because nobody thought to ask.

Frustrated teams: People stop asking because the process is too slow.

Organizations with instant data access move faster. They spot problems earlier. They make decisions in meetings instead of scheduling follow-ups.

Breaking the Bottleneck

The solution isn’t hiring more analysts. It’s removing the need for them in routine queries.

Self-service data access through LILA means:

  • Anyone can ask questions in plain English
  • Answers come immediately as charts or tables
  • Developers stay focused on development
  • No queue, no tickets, no waiting

Natural language to SQL is real and production-ready. The question is whether you keep paying the cost of the old way.

What This Looks Like With LILA

Customer support gets a complaint about an order. They open LILA and ask “show me order details for customer email [email protected]” and see everything instantly. Issue resolved in the call, not escalated.

Executive prepares for a board meeting. Opens LILA, asks “what’s our MRR growth compared to last quarter?” Gets a chart in seconds. Adds it to the deck. Meeting starts on time.

Marketing launches a campaign. Checks performance every hour by asking LILA “show me conversions from the Facebook campaign today.” Adjusts spend in real-time instead of waiting for next week’s report.

Same data. Zero waiting. No more data reporting bottleneck.


Stop waiting for reports. Try LILA free and give your team instant data access.