Use AI automation to move low-value repetitive work off your team’s plate and expand capacity for the work that drives growth.
Everything we do starts with an AI Snapshot.It clarifies what we're solving, who's responsible, and any limitations.
Real people stay customer-facing
Customer relationships, sensitive decisions, and brand voice stay with your team.
Agents handle repeatable workflows
Your team focuses on work that moves the business forward.
Scale output, not headcount
Increase throughput without expanding repetitive workload or operating overhead.
AI Workforce Roles
Each role is tied to clear business results: more throughput, less leakage, faster cash collection, and earlier exception handling, while important decisions remain with your team.
These workflows support your team, not replace it. They handle 24/7 monitoring and consistent repeatable execution while people keep customer relationships, judgment, and final decisions.
Most profitable examples we see
Highest margin impact tends to come from exception-heavy, high-throughput service businesses where revenue leakage hides across scheduling, fulfillment, and collections.
Lead flow, handoffs, and conversion support across the revenue cycle.
Campaign Optimization Assistant
Protects paid growth efficiency by applying pre-approved optimizations, and escalating both exceptions and high-upside opportunities for leadership review.
Integrations
Boundary: Never makes net-new budget bets or strategy pivots without approval.
Lead Intake & Enrichment Assistant
Increases qualified pipeline volume by keeping list building, enrichment, outreach, and CRM handoff moving without gaps.
Integrations
Boundary: Never closes deals, sets pricing, or makes binding commitments.
Execution reliability, routing, and follow-through across day-to-day operations.
Schedule Recovery Coordinator
Helps teams work smarter by detecting no-show clusters, late-cancel gaps, and stalled rebooking queues early, then routing corrective actions before utilization slips.
Integrations
Boundary: Never overrides booking rules, commits service windows, or changes pricing without approval.
Listing Health Monitor
Monitors listing buyability around the clock, assembles evidence fast, and escalates fixes so hidden sellability gaps do not compound into peak-season revenue loss.
Integrations
Boundary: Never makes policy-sensitive commitments without approval.
SLA & Retention Coordinator
Automatically scores and routes inbound requests by urgency, account tier, and response-time risk, drafts first responses, and flags churn-risk cases before customers feel delay.
Integrations
Boundary: Never handles escalations or policy exceptions independently.
Commitment Follow-Through Coordinator
Increases cross-functional follow-through by tracking commitments, automating reminders, and surfacing blockers before deadlines slip.
Integrations
Boundary: Never makes resourcing decisions, budget approvals, or people decisions.
Profit Improvement Agent
Improves job-level profit by comparing estimates with historical labor and material costs, rework patterns, and prior loss events before work is priced or approved.
Integrations
Boundary: Never approves pricing, credits, or policy exceptions without owner approval.
Collections Exception Coordinator
Surfaces invoice disputes, aging exceptions, and recurring write-off patterns, then routes evidence-backed next steps to keep cash realization moving.
Integrations
Boundary: Never negotiates terms, approves write-offs, or makes legal commitments without owner approval.
Monitoring and analysis that support faster, clearer decisions.
Data Insights Assistant
Helps teams understand performance faster by letting them talk to operational data in natural language, then surfacing clear insights and early anomaly alerts.
Integrations
Boundary: Never changes source data or acts on findings without leadership review.
Market Trends Capitalizer
Helps you capture demand earlier by tracking trend shifts and competitor moves continuously, then preparing response drafts for fast approval before windows close.
Integrations
Boundary: Never publishes content or makes brand commitments without approval.
These are examples, not limits. We likely can build what you need, or have built a close variant already.
Benefits of an AI workforce
For repeatable internal workflows, scoped agents give your team time back, reduce manual overhead, and keep decision ownership with your people.
Lower operating profile
For repeatable internal workflows compared with equivalent full-time role cost.
More team capacity
Moves routine execution off your team so people can focus on strategy and stay present with customers.
Works for your business 24/7
Agents can work at any hour to keep workflows moving within clear rules.
Money Impact
Some workflows are best compared to the cost of hiring for similar work. Others are best measured by money leaks prevented, cash recovered, and demand captured faster.
How to read this section
Cost comparison: versus hiring for similar work
| Workflow role | Cost to hire / yr | Self-hosted / yr | Self-hosted savings / yr | Managed / yr | Managed savings / yr |
|---|---|---|---|---|---|
| Campaign Optimization Assistant | $55-105k | $2.4-7.2k | $48.8-102.6k | $4.8-13.2k | $42.8-100.2k |
| Lead Intake & Enrichment Assistant | $45-90k | $2.4-7.2k | $35.8-85.6k | $4.8-14.4k | $28.6-83.2k |
| Data Insights Assistant | $85-155k | $3.6-9.6k | $73.4-152.4k | $7.2-18k | $65-148.8k |
| SLA & Retention Coordinator | $50-75k | $1.2-4.2k | $43.8-75.8k | $2.4-7.2k | $40.8-74.6k |
Margin protection: money leaks prevented
| Workflow role | Primary value created | How value is calculated | Baseline inputs to track |
|---|---|---|---|
| Listing Health Monitor | Protects sellable uptime and limits revenue-at-risk during listing incidents. | (orders at risk/hr x AOV x gross margin x hours recovered x recoverability) | Buyable uptime, incident MTTR, hourly order volume (peak vs non-peak) |
| Schedule Recovery Coordinator | Recovers service capacity and reduces leakage from schedule failures. | (recovered appointments x contribution margin) + (overtime avoided) + (churn prevented) | No-show rate, late-cancel fill rate, utilization, on-time arrival rate |
| Profit Improvement Agent | Improves job-level profitability before pricing and execution issues compound. | (jobs corrected x profit delta) + (rework leakage avoided) + (loss events prevented) | Estimate vs actual labor/material, rework rate, prior loss patterns, inflation trend, target margin floor |
| Collections Exception Coordinator | Improves cash realization and reduces avoidable write-offs. | (recovered AR + write-offs avoided + financing-cost savings from DSO reduction) | AR aging mix, DSO, dispute cycle time, write-off rate |
| Commitment Follow-Through Coordinator | Reduces missed handoffs and deadline slippage across teams. | (slips avoided x downstream cost avoided) + (rework reduction) | Missed-commitment rate, blocker dwell time, rework hours |
| Market Trends Capitalizer | Captures demand windows faster than manual monitoring cycles. | (incremental conversions x gross margin) + (lost-opportunity reduction) | Time-to-response, conversion delta, win-rate delta |
Type A benchmark salaries are based on U.S. BLS OEWS May 2024 percentiles. Type B is measured from your own current operating data during AI Snapshot; outputs are planning inputs, not pricing commitments.
Where to Start First
These are common starting points in service businesses. Each begins with a clear bottleneck, then adds focused automation while ownership stays with your team.
Priority 1
Priority 2
Priority 3
First 30 Days After Go-Live
Tasks that used to eat attention all day stop piling up. Your team spends less time chasing routine work and more time on opportunities, edge cases, and growth decisions.
Workflow 1
Queue stabilization and follow-through that gives your team time back for higher-value work.
Week 1
Open contacts, tickets, and follow-ups move into one clear queue instead of scattered inboxes.
Week 2
Commitment tracking and reminders keep callbacks, handoffs, and due dates from slipping.
Week 3
The queue shrinks because routine sorting and routing happen automatically and on time.
Week 4
Your team spends less time on tedious queue work and more time on escalations, customers, and strategic work.
Workflow 2
Continuous trend monitoring and rapid recommendation drafts so approved actions happen faster.
Week 1
Campaign and market trend workflows identify opportunities your team may otherwise miss.
Week 2
Opportunities are translated into clear recommendations with owner, timing, and expected impact.
Week 3
Leads review recommendations, choose what to run, and approve campaigns and workflow changes.
Week 4
The team acts on approved ideas faster, campaigns improve, and the business starts growing.
How to Engage
Discovery comes first. Build and managed evolution are optional follow-ons. If you only need senior guidance, use leadership-only Track B.
Track A — Implementation Engagements
Assess operations, identify agent opportunities, and deliver a prioritized roadmap with owners and constraints.
$7,500
Starting at, fixed fee
Design the framework, then deploy initial agents into production. Requires Discovery first.
$18,000
Starting at, fixed fee
Operate and improve deployed agents, keep performance stable, and keep ownership + constraints current. Requires Build first.
$6,500/mo
Starting at, retainer + usage
Track B — Strategic Advisory
Direct strategic access for priority roadmap decisions, system design choices, vendor evaluation, and leadership alignment when you need senior AI leadership without a full build engagement. Rate is set in intro based on the decisions needed, involvement level, and availability. Track A implementation pricing is fixed because scope and deliverables are clearly defined.
Our AI Snapshot gives you a clear view of where to start and what should wait.
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