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Ongoing RetainerMonthly AI Maintenance, Optimization, and Strategic Advisory

Your AI systems went live.
The work does not stop
on day 31.

AI systems are not set-and-forget. The platforms they connect to change. The AI landscape shifts. Citation patterns evolve. Competitors adapt. A system that was performing well 6 months ago without any updates is already losing ground.

Nexum's ongoing retainer keeps every layer of your AI operation current: systems maintained and optimized, GEO visibility monitored and improved, competitive landscape tracked, and strategy updated as the AI world evolves. One monthly engagement. Everything covered.

Start Your RetainerSee What Is Covered

Monthly

system performance reviews, optimization, and strategic updates included

24h

priority response time for system issues for all retainer clients

5

AI platforms monitored monthly for citation frequency and competitive position

0

integration breaks left unfixed — all updates handled before they cause downtime

THE PROBLEM

AI systems that are not maintained become liabilities, not assets.

The moment an AI system goes live, three clocks start ticking. The first is the integration clock — every connected platform will update its API, change its webhook format, or modify its authentication requirements. Without proactive maintenance, these updates break your system silently.

The second is the performance clock. AI systems built on initial data and assumptions need continuous optimization as real operational data accumulates. Qualification logic that converted at 30% in month one can drop to 18% by month six without tuning.

The third is the competitive clock. The AI landscape in 2026 is moving faster than any internal team can track. New AI platforms, new citation patterns, new GEO best practices, new competitor AI investments. Without ongoing monitoring, you lose ground you do not even know you are losing.

CRM releases a major update

The webhook format changes. Your lead qualification system stops logging contacts. Nobody notices for 3 weeks. 200 leads processed with no CRM record.

Competitor starts appearing in ChatGPT answers

No GEO monitoring in place. You find out 4 months later when a prospect mentions they found the competitor on ChatGPT first. The gap is already established.

Lead qualification conversion drops 40%

The AI message sequence was written for a market condition that no longer exists. No optimization has been done since go-live. The system is running but not performing.

New AI platform launches with 50M users

No strategy update. No GEO implementation for the new platform. Competitors who are monitoring the landscape establish presence immediately. You are 6 months behind before you know it exists.

WHAT IS COVERED

Every layer of your AI operation. Every month.

The retainer covers four distinct layers of ongoing AI management. Each layer addresses a different type of decay or opportunity.

Layer 01

System Maintenance and Monitoring

Keeps every active AI system operational and performing as built

Every active AI system is monitored continuously for uptime, error rates, and integration health. When a connected platform updates its API or changes its data format, Nexum identifies and fixes the issue before it causes operational impact. Monthly system health reports show uptime, error rates, and integration status across every active workflow.

What is monitored

  • System uptime and error rates
  • Integration health across all connected platforms
  • Workflow trigger and completion rates
  • Data sync accuracy and latency
  • API authentication status
  • Queue backlogs and processing delays

What is maintained

  • Integration updates when platforms change
  • API key rotation and authentication updates
  • Webhook reconfiguration after platform updates
  • Error handling and retry logic updates
  • Data mapping corrections
  • Platform-specific compliance updates

Layer 02

Performance Optimization

Continuously improves system performance based on real operational data

Every AI system generates performance data that reveals optimization opportunities. Lead qualification systems show which questions convert best and which cause drop-off. Communication sequences show which messages get responses and which get ignored. Monthly optimization applies these insights to improve every active system — increasing conversion rates, reducing error rates, and improving the quality of outputs delivered to your team.

Optimization areas

  • Lead qualification conversation flow tuning
  • Message sequence performance optimization
  • Lead scoring threshold calibration
  • Routing logic refinement
  • Document extraction accuracy improvement
  • Response timing and channel optimization

Monthly output

  • Performance trend report by system
  • Conversion rate changes vs prior month
  • Optimizations applied and rationale
  • Recommended next optimizations
  • A/B test results where applicable

Layer 03

GEO Monitoring and Visibility Growth

Tracks and grows your citation presence across all 5 major AI platforms

GEO is not a one-time implementation. AI platforms update their citation patterns, new competitors optimize for AI visibility, and your own business evolves in ways that require GEO updates. Monthly GEO monitoring tests your citation presence across 20+ prompts on ChatGPT, Perplexity, Claude, Google AI, and Copilot — tracks changes, identifies new competitor citations, validates structured data, and implements updates to maintain and grow your AI visibility.

Monthly GEO activities

  • 20+ prompt tests across 5 AI platforms
  • Citation frequency tracking by platform
  • Competitive citation analysis
  • Structured data validation and updates
  • llms.txt updates as offerings evolve
  • Content optimization for new citation patterns
  • New citation opportunity identification

Monthly GEO report includes

  • Citation frequency by platform and prompt
  • Month-over-month visibility trend
  • Competitor citation comparison
  • Structured data health status
  • New opportunities identified
  • Actions taken and planned

Layer 04

Strategic Advisory and AI Landscape Intelligence

Keeps your AI strategy current as the landscape evolves

The AI landscape in 2026 moves faster than any business can track internally. New models, new platforms, new automation capabilities, new citation behaviors, new competitive threats. Monthly strategic advisory sessions give you a dedicated Nexum strategist reviewing what has changed, what it means for your business specifically, and what actions to take. Not a generic newsletter — specific guidance based on your active systems, your industry, and your competitive position.

Advisory covers

  • AI landscape changes relevant to your business
  • New automation opportunities identified
  • Competitive AI intelligence updates
  • Technology evaluation and recommendations
  • Strategy adjustments based on performance data
  • Next-phase AI roadmap updates

Format

  • Monthly 60-minute advisory session
  • Written briefing before each session
  • Action items documented and tracked
  • On-demand Slack access between sessions
  • Quarterly strategic review (Growth and Strategic tiers)

RETAINER TIERS

Three tiers. Scoped to where you are.

The right retainer depends on the number of active systems, the complexity of your GEO implementation, and how much strategic advisory your business needs.

Maintenance

System Upkeep

For businesses with 1-2 active AI systems that need systems kept operational and performing.

Included monthly

  • System uptime monitoring
  • Integration maintenance and updates
  • Bug fixes and error resolution
  • Monthly system health report
  • 24-hour priority response for issues
  • Minor workflow adjustments (up to 2/month)

Best for: Businesses post-implementation that need their systems kept running reliably.

Get Started

Growth — Most Popular

Performance and Visibility

For businesses with 2-4 active systems that want continuous improvement and GEO growth.

Included monthly

  • Everything in Maintenance, plus
  • Monthly performance optimization
  • GEO monitoring across all 5 AI platforms
  • Monthly GEO visibility report
  • Competitive citation analysis
  • Structured data validation and updates
  • llms.txt updates as business evolves
  • New automation opportunity identification
  • Monthly 60-minute advisory session
  • On-demand Slack access

Best for: Businesses actively growing their AI presence and wanting to stay ahead of competitors.

Get Started

Strategic

Full AI Partnership

For businesses with 4+ active systems that want Nexum as a permanent strategic AI partner.

Included monthly

  • Everything in Growth, plus
  • Unlimited minor workflow adjustments
  • Quarterly strategic AI roadmap review
  • Competitive AI intelligence briefings
  • Priority implementation capacity for new systems
  • Discounted rates on new system builds
  • Dedicated Nexum strategist assigned
  • Weekly check-in option available
  • New AI platform monitoring as they emerge

Best for: Businesses treating AI as a core competitive advantage and wanting full strategic coverage.

Get Started

Maintenance

Growth

Strategic

System uptime monitoring

Yes

Yes

Yes

Integration maintenance and updates

Yes

Yes

Yes

24-hour priority response

Yes

Yes

Yes

Monthly performance optimization

—

Yes

Yes

GEO monitoring across 5 platforms

—

Yes

Yes

Competitive citation analysis

—

Yes

Yes

Monthly advisory session

—

60 min

60 min + weekly option

Quarterly strategic roadmap review

—

Yes

Yes

Priority implementation for new systems

—

—

Yes

Dedicated Nexum strategist assigned

—

—

Yes

WITHOUT A RETAINER

What happens to AI systems without ongoing maintenance

Based on what we observe across businesses that implement AI without ongoing support.

Timeline

Without retainer

With Nexum retainer

Month 1-2

System performing as built. No issues yet.

System monitored, first optimizations applied based on early data.

Month 3

First integration issue. CRM update breaks webhook. Team notices leads not logging. Scramble to find fix.

CRM update detected proactively. Integration updated before any operational impact. GEO monitoring shows competitor gaining citations.

Month 4-5

Lead qualification conversion declining. No optimization done. Team assumes market conditions changed.

Optimization applied based on 4 months of conversion data. Qualification flow updated. Conversion rate improving.

Month 6

Competitor appearing in ChatGPT answers. GEO not updated in 6 months. Competitor outranking on key prompts.

GEO visibility growing month-over-month. Competitor citation gap addressed in month 3. Citation frequency up 40% from go-live.

Month 12

System technically running but underperforming. GEO stagnant. No strategic updates made. Considering rebuilding.

Systems performing better than go-live due to 12 months of optimization. GEO visibility ahead of competitors. New systems added based on advisory.

Not sure which tier is right for your business?

The free consultation reviews your active systems, GEO implementation status, and strategic needs — and recommends the right retainer tier with a clear scope of what is covered.

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Frequently asked questions

Honest answers about what the retainer covers, how it works, and who it is for.