Proof that execution comes before AI.
Every case starts with the same pattern: strategy was clear, but execution was not closing. KeyDelta fixed the operating model first, then deployed AI or operating cadence where it could compound measurable value. $125M+ in revenue impact across 30+ transformations. Measured in weeks, not quarters.
Curated For Your Role
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Scaling CEO
For Scaling CEOs & C-Suite
Your strategy is right. Your operating system is what's slowing you down. These four show the fixes.
4 cases · Decision, forecast & knowledge systems
Download packetPE Operator CEO
For PE Operator CEOs
Value creation plan on the line. Hold-period clock ticking. These are the engagements that moved the KPI.
3 cases · PE portfolio execution
Download packetPost-Merger CFO
For Post-Merger CFOs
Deal closed. Integration is stalling. Synergies still modeled, not captured. These are the plays that unstuck it.
3 cases · Integration & forecast discipline
Download packetFounder Operator
For Founder Operators
You built it. Now you need a system that runs without you in every room. These are the transitions.
4 cases · Founder scaling & handoff
Download packetStart Here
Which case should I read?
Match the case to the constraint you are facing.
If your issue is AI pilots, read:
If your issue is PE value creation, read:
If your issue is founder bottleneck, read:
If your issue is decision paralysis, read:
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AI delivery
Production AI, voice agents, virtual agents, knowledge assistants, placed where ROI is highest.
−62%
Resolution Time
AI service desk: from 12-hour waits to 6-minute resolutions
Managed services provider drowning in Tier-1 tickets, but the deeper issue was queue ownership split across three teams with no one able to approve a process change. We installed decision rights and documented the resolution playbook, then built the LiteLLM + MCP + AWS Lambda swarm on top. Resolution -62%, escalations -45%, 4.2x ROI. The decision rights are why it worked.
100%
Call Coverage
AI call center QA: 100% coverage at 3% of the cost
Call center auditing 2% of calls manually. Dubber + OpenAI analyzed every call for quality, compliance, sentiment. QA scores 62 to 83, QA cost -97%, compliance violations caught in hours not months.
+18 pts
Close Rate
AI sales coach: close rates 24% to 42% in six months
Prior AI coaching tool collected dust at 18% adoption. The team blamed the tool; the real issue was that ramp ownership lived nowhere and managers had no coaching cadence. We installed a weekly ramp cadence and a single owner per region, then rebuilt the tool for sub-500ms voice latency. Adoption 18% to 92%, close rate +18pts, 4.6x ROI. The sequence is why the latency fix mattered.
<500ms
Voice Latency
Enterprise AI sales training with sub-500ms latency
Prior AI tool collected dust due to 2 to 3 second lag. Rebuilt with OpenAI Realtime + LiveKit + Broadworks. Latency <500ms, adoption 18% to 92%, close rate +18pts, ramp -40%.
55%
Auto-Resolved
AI virtual agent: 3,000 tickets, 55% auto-resolved
PE-backed MSP had every ticket queued for a human, even password resets. Evolve Contact Suite + sentiment-aware escalation. 91% CSAT on AI tickets, support costs -34%, agent satisfaction 3.1 to 4.4.
−68%
Internal Tickets
AI knowledge assistant for 500+ employees
500 employees Slacking colleagues for answers that lived in three wikis, four drives, and one person's head. We built the definitions playbook and consolidated the source of truth before any model touched it, then Copilot Studio + AWS Lambda + Power BI on top. Internal tickets -68%, answer time under 8 seconds, 4.4x ROI. We fixed the knowledge first.
Execution & transformation
Operating cadence, decision rights, and delivery discipline installed where heroes had been scaling the company alone.
2x
Win Rate
Transforming professional services across multiple acquisitions
PE-backed national managed services ($85M). PS org broken across 5 acquisitions. Win Rate 2x, margins +12pts, NPS +21pts, eNPS +23pts. Unified process deployed week 8.
+27 pts
On-Time
Cybersecurity PMO overhaul & delivery margin recovery
PE-backed cybersecurity firm with 55% scope overruns, margins at 24%. VOOCS-based PMO with change-order discipline. On-time +27pts, margin +8pts, retention 91%, scope creep -45%.
5→1 mo
Decision Cycle
Execution velocity & operational discipline
PE-backed managed IT services ($65M). 5-month decision paralysis, 83% pilot graveyard. All approved pilots now scale, $180K waste eliminated. First decision closed in 72 hours.
6 weeks
To Ship
Consensus-to-closure transformation
$40M vertical SaaS (supply chain). Flagship product 14 months behind. Authority grants + Weekly Close installed. Shipped in 6 weeks. First authority grants day 5.
PE & post-acquisition
Value creation plans executed. Carve-outs stabilized. Synergies actually captured, not just modeled.
3.3x
Revenue Growth
PE value creation & strategic exit
Russ Reeder deployed as operator-CEO. PE-backed digital publishing platform ($30M revenue). Revenue 3.3x to $100M, 1→4+ platforms, team 5x. Delivery stabilized in 60 days.
6→1
Silos Unified
Post-acquisition integration & politics elimination
PE-backed managed IT services and cybersecurity ($85M combined). Carve-out + 5 acquisitions. 6 silos unified, cross-sell +18% in Y1, next acquisition integrated 4x faster. Shadow channels exposed week 1.
+19 pts
Pipeline Accuracy
Post-acquisition GTM transformation & forecast discipline
$40M ARR PE-backed SaaS with three CRMs and chronic sandbagging. Unified platforms + pipeline governance. Pipeline accuracy +19pts, forecast variance -17pts, deal velocity -31%, win rate +10pts.
5→1
Companies Unified
Global integration & operating-system build
Global cloud infrastructure provider ($400M+), 1,400 employees, 3 continents. Pipeline re-qualified $180M→$112M with 2x close rates. Quarterly close accelerated 80%. Definition gaps surfaced day 1.
Founder & CEO scaling
When the founder is the bottleneck, build the operating system that scales past them.
F500
Clients Closed
Founder scaling & operating-system build
Enterprise SaaS rights/royalty platform ($15M ARR). Founder-CEO was the bottleneck. Built repeatable sales engine, closed Fortune 500 clients (Universal, Sony, EMI), strategic exit. First sales play deployed week 3.
−40%
Decision Time
Founder transition & execution scale
High-growth events marketplace ($50M+, 300+ employees), 40% YoY growth. Founders in every decision. Decisions 40% faster, escalations down 55%, +8% conversion, 2 VPs developed. First autonomous decision week 4.
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