2026.01.08Case Study12 min

CASE STUDY: CEREALES INDUSTRIALES

4,000 documents. 12 departments. Critical knowledge locked in three people's heads. Two hours to change everything.

When Cereales Industriales contacted us, their problem wasn't lack of data — it was excess. 4,000 documents distributed across 12 departments. Critical knowledge in the heads of 3 people who've been at the company for 20 years. And competition that doesn't wait.

It wasn't a technology problem. It was a problem of organizational intelligence accumulated in places no system could access. This is the story of how we changed that in less time than it takes for an executive meeting.

THE CHALLENGE

Cereales Industriales is a mid-sized Colombian company with over 500 employees in the food sector. A solid, well-established operation — and with all the classic problems of a company that has grown without systematizing.

Processes documented in Word, Excel, and PDF without structure or version control

Critical tacit knowledge not captured in any system

Extreme dependence on "those who know": 3 people with 20+ years at the company

Onboarding time for a new manager: 6 months minimum

Impossible to know what the company knows without asking those 3 people

The risk wasn't hypothetical. Two of those three people had retirement plans within the next two years.

THE SOLUTION

ODIN processed the complete document corpus of Cereales Industriales in a single session. No prior setup. No months of implementation. No consultants mapping processes on sticky notes.

01
Massive ingestion

4,000 documents processed: operational manuals, contracts, key emails, historical reports, internal procedures.

02
Entity extraction

1,284 entities identified and categorized: processes, actors, resources, business rules, dependencies.

03
Process mapping

47 core processes with their dependencies, sequences, and owners — including processes no one had formally documented.

04
Implicit discovery

89 implicit business rules operating without documentation. No one had written them — everyone just "knew."

05
Critical alerts

3 critical dependency alerts proactively identified before they became emergencies.

RESULTS IN NUMBERS

4,000+
Documents processed
47
Core processes mapped
89
Business rules discovered
<2h
Time to first value
1,284
Entities extracted
3
Critical alerts identified
Before

6 months for new manager onboarding

Knowledge in 3 people's heads

4,000 docs without structure or access

Undocumented implicit rules

Invisible operational risks

After

Estimated 2-week onboarding

Knowledge accessible to the entire organization

47 processes mapped with visible dependencies

89 rules documented and validated

3 critical alerts proactively addressed

WHAT THEY DISCOVERED

The most valuable finding wasn't mapping what Cereales Industriales already knew about itself. It was discovering what it didn't know it knew.

"The most impactful thing wasn't the processing speed. It was discovering that 3 critical processes depended on a single person retiring in 18 months."

The hidden patterns ODIN identified:

01
Critical knowledge concentration

3 core processes depended on a single person. No documentation. No backup. An existential risk no one had quantified.

02
Contradictory rules between departments

12 business rules that different areas applied contradictorily. No one knew because no one had compared them before.

03
Invisible duplication

5 processes executed by different departments with different names but identical objectives — duplicated work without knowing it.

WHAT'S NEXT

The first phase was mapping. The second is living. ODIN now monitors Cereales Industriales' operation in real time: detects when documented processes deviate from reality, alerts when new dependencies emerge, and updates the knowledge graph as the company evolves.

The third phase is anticipation: proactive alerts about risks before they materialize. Not just knowing what's happening — knowing what's going to happen.

Cereales Industriales didn't just document its operation — it made it visible for the first time. And what's visible can be improved.

Next Step

Your company has the same opportunity

Schedule a strategic session and map AI's potential in your operation.

Industries

  • Manufacturing
  • Retail
  • Agribusiness
  • Telecommunications

Contact

  • info@neocortexlabs.com
  • Santiago de Cali, Colombia
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