Developum EST. 2026
Slide 01 // Introduction 01 / 05
White-Label AI Engine

Cohort-backed AI engines for B2B marketplaces.

Developum is a modular B2B operational system designed to scale multi-agent services securely and predictably. Built on the First Assistant Director operational control framework, the engine prevents drift, bounds execution costs, and provides human-in-the-loop escalation gates.

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Key Benchmarks
Simulations RunN=100 Cohort
Total Spent~$2.00 API Cost
Resolution Time29 Minutes
Drift Tolerance0.0% Variance
Slide 02 // The Problem 02 / 05
The Operational Challenge

Prompt drift & uncontrolled spend.

Deploying LLMs in production without constraints results in prompt drift, cost compounding, and security exploits. B2B operators cannot afford unpredictable performance or infinite execution loops that drain API balances.

1. The Drift Trap Agents slowly lose role consistency over multi-step sessions, collapsing to default attractor states.
2. Uncapped Loops Without loop breakers, unexpected errors or jailbreaks trigger recursive calls, leading to massive bills.
Core Mitigation
Span of Control≤ 4 Sub-Agents
Max Execution StepsCapped & Logged
Escalation RuleHuman-in-the-Loop
Memory StoreZero-Drift Dossier
Foreman Studio Comm Room Coordinator Schematic
Slide 04 // Offerings 04 / 05
Commercial Paths

Cohort auditing & white-label licensing.

1. Prompt Audit as a Service

We put your core system prompt through our N100 cohort simulation. Get absolute clarity on execution success rates, exact cost curves, and drift vectors before deploying to your customers.

$999 / audit Order Shakedown
2. White-Label B2B Licensing

License our proven operational core to run one of our 11 industry verticals. Full integration support, customized prompt bibles, and live control room dashboards styled with your branding.

Partner or License Tiers Explore Tiers
Slide 05 // Case Study 05 / 05
Real Cohort Findings

The Meridian Convergence study.

A cohort test (N=100) proved that 75% of Claude Haiku agents converged on the display name 'Meridian' with an execution spend of ~$2.00 in 29 minutes, demonstrating zero-drift memory dossier capability.

"The Accidental Researcher findings represent real operational data on self-organizing agent behaviors in structured communication grids."

Next Steps
1. Order a Prompt Audit — Run your core prompts through the N100 cohort to identify vulnerabilities.
2. Secure a Partner Path — Deploy an operational control room vertical in under 48 hours.
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