LMM deals arrive at your credit desk underprepared. SEE ACUMEN changes that.
QoE-validated EBITDA, operator risk profile, stress matrix, and diligence summary arrive with the deal — before your first call.
Built by practitioners with 75+ years of combined LMM experience — people who have sat in your chair.
Capital Partner View
Active Deals
3 deals in your governed pipeline. Click any row to open the deal file.
Deal
01 Deal Quality
02 Operator
03 IS Quality
04 Post-Close
Apex Industrial Services
Industrial Field Services · DFW · Post-Close M1
QoE Confirmed
Moderate Fit
Capable
M1 · Watch
Meridian HVAC Group
HVAC Services · Southeast · Gate 3 Diligence
Strong Signal
Battery Underway
Pending
Not Started
Cascade Field Services
Field Services · Pacific Northwest · Gate 0 Processing
CIM Processing
Not Started
Not Started
Not Started
Question 01 — Deal Quality
Is this a quality deal?
78
Deal Quality Score — Apex Industrial Services
Proceed cautiously. Continue diligence.
Governance-weighted score across all 10 domains. Management & Governance carries 25% weight — rated Weak. Customer Durability and Revenue Quality carry 15% each — rated Acceptable. Credit Characteristics, Earnings Quality, and Market Attractiveness carry 10% each — rated Strong. Transition Risk (5%) resolved through ODFO designation — Moderate Fit. Diligence Worthiness (5%) — Strong. Operational Scalability and Tech & IP carry remaining weight — rated Acceptable.
LTM Revenue
$8.2M
QoE confirmed · March 14, 2026
Adj. EBITDA Margin
20.0%
Above sector median · $1.64M
Gross Margin
44%
Confirmed · CAGR 10.4%
Exception — Requires IC Condition
Customer concentration: top-3 customers represent 41% of revenue under month-to-month contract terms. Retention plan and sponsor oversight required as conditions before final capital commitment. Customer Durability domain rated Acceptable on overall revenue durability. Concentration is a sub-factor flagged separately — material enough to require an IC condition, not sufficient to pull the domain rating to Weak.
Institutional signal checklist
Category
Status
Capital Partner Read
Detail
Market & Industry
Strong
Industrial field services, DFW. Programmatic maintenance contract base with reactive upside. EBITDA at 75th sector percentile.
Financial Quality / QoE
Confirmed
AUP QoE complete March 14. No material adjustments to management case. Reactive revenue mix 62% documented and seeded into RMR.
Top-3 customers 41% of revenue, month-to-month. Retention plan required. Concentration flag raised at Gate 0 and confirmed through QoE.
Data Room
Gate 5 Cleared
Final IC cleared March 17, 2026. All five gates complete. Full deal file available across six folders.
Apex Industrial Services CIM received — April 28, 2026 · 9:14 AM · Submitted by Ridge Capital Partners · Gate 0 processing complete in 68 minutes How this CIM was processed →
Question 02 — Operator Quality
Is this the right operator?
MODERATE FIT
ODFO Designation — Ryan Chen · Apex Industrial Services
Governance reinforcement required. Operator cleared with conditions.
14 years industrial field services, DFW. 3 risk areas identified — 1 Critical, 1 Significant, 1 Monitored. All have defined mitigation plans. 100% of required pre-close preparation complete March 16, 2026. Post-close monitoring active. ODFO-2026-0317-AIS.
Score: 1/3 (33%). Ryan Chen correctly identified the most important monitoring discipline for a leveraged variable-revenue business on only 1 of 3 questions. The business has ±40% monthly cash flow variability in a 3.0× leveraged structure. An operator without strong financial governance instincts creates covenant risk through delayed awareness — not through underperformance. Resolution: Four required courses completed before Final IC clearance on March 16, 2026.
3 Risk Areas
Financial Governance & Cash Flow Management
Critical
Business context: 62% reactive revenue, ±40% monthly variability, 3.0× leverage at 9.2%. Operator gap: FCS 1/3 — limited financial governance instincts pre-close. Why they compound: Variability + insufficient monitoring = covenant risk through delayed awareness.
Pre-Close ✓Monitoring Active
Ownership Transition & Customer Continuity
Significant
Top-3 customer accounts are personally held by the seller — not Ryan Chen. Retention depends on Ryan Chen establishing trusted relationships within the 90-day post-close window. A 90-day customer transition plan is a hard pre-close requirement. Ryan Chen has 14 months as GM knowing the team and account base, but customer trust transfer is unproven and time-constrained.
90-Day Plan Required
Operational Systems & Margin Execution
Monitored
No pricing system for reactive work. Margin capture per job is owner-dependent. Technician prioritization instinct may underweight margin-first dispatch.
Coach Active · M3 Milestone
Learning Path — Pre-Close
100% of required preparation complete — March 16, 2026. All modules required for this deal type and capital structure were completed before Final IC clearance.
✓
ETA Fundamentals & Deal Structures
Foundation · 4 modules · Complete
✓
Understanding Your Capital Structure
Foundation · 3 modules · Complete
✓
The Three Core Financial Statements
Operating & Governance · 5 modules · Complete
REQUIRED
✓
Working Capital Management
Operating & Governance · 4 modules · Complete
REQUIRED
✓
Lender Relationships & Covenant Management
Operating & Governance · 3 modules · Complete
REQUIRED
✓
Cash Flow Forecasting
Operating & Governance · 3 modules · Complete
REQUIRED
📘
Customer Retention in Transitions
Growth · 3 modules · Continuing post-close
Ongoing
📘
Building a KPI Dashboard
Growth · 4 modules · Continuing post-close
Ongoing
Question 03 — IS Quality
Can this sponsor execute?
CAPABLE
IS Designation — Ridge Capital Partners · CDFC 6.12 · Moderate Risk
Marcus Webb, Managing Partner. 3 prior exits. Deal Record 8.9 — strong. Industry Experience 3.5 — gap. Zero direct HVAC experience means the IS cannot independently validate operator technical performance. ODFO framework compensates at Gate 2. IS-level technical oversight is limited post-close. First close through SEE Acumen governance — enhanced monitoring active.
CDFC — 6 Dimensions · Score 6.12
DS Dealmaking & Structuring
7.2
IE Industry Experience
3.5
ER Exit Record
5.4
CS Capital Relationships
7.8
LP LP / CP Relationships
7.0
DR Deal Record
8.9
IE gap (3.5) is the sole dimension below threshold. All other dimensions Acceptable or Strong. CMR elevation in the IS battery directly reflects this gap — they are the same underlying risk viewed through two lenses.
Ridge Capital has zero direct HVAC experience. This creates a structural constituency misread risk that cannot be resolved through learning path completion alone. The ODFO framework compensates for this gap at Gate 2 — but the CP should understand that IS-level technical oversight of the operator is limited throughout the post-close period. This is the direct cause of the MODERATE FIT operator designation requiring governance reinforcement.
IS Risk Areas
HVAC Sector Blind Spot
Significant
Ridge Capital cannot independently assess operator technical competency in HVAC. Equipment familiarity, EPA certification requirements, and reactive dispatch efficiency are all outside their prior sector experience. Drives CMR elevation and CDFC IE weakness.
Monitoring ActiveODFO Compensates
First Platform Close
Significant
Apex Industrial is Ridge Capital's first close through SEE Acumen governance. Prior transactions closed outside platform governance. GBA score (6/10) reflects incomplete integration with platform boundary protocols. Enhanced monitoring applied through post-close period.
Enhanced Monitoring
IKS, STM, NFR, RUR — All Acceptable or Better. Knowledge stewardship, stakeholder management, narrative consistency, and relational investment are all within acceptable thresholds. Ridge Capital's platform relationship profile is a net positive on these dimensions.
Gate 5 — Final IC Clearance · AIS-2026-001
Apex Industrial Services
Ridge Capital Partners, LLC · Ryan Chen, Designated Operator
First National Capital Partners · March 17, 2026
APPROVED
Final IC Cleared
March 17, 2026
Deal Quality
78
Governance-weighted · 10 domains
QoE Confirmed
Operator Fit
MODERATE FIT
Ryan Chen · 3 risk areas
All mitigated
IS Designation
CAPABLE GRR
Ridge Capital · 3 prior exits
Governance reinforcement active
Post-Close
Gate 6 Active
Month 1 of 18
DSCR Watch · 7/8 clear
IC Conditions — Live Status
Condition 1 — RLOC at Close
Satisfied ✓
Revolving line of credit drawn at close. Month 1 DSCR 1.22× confirms the buffer was necessary. Activation logged.
Condition 2 — Day-60 Controller Hire
Monitored · Day 60 due
Ryan Chen to hire qualified controller by Day 60 post-close. Required to address FCS gap and support covenant management in a leveraged variable-revenue structure.
Condition 3 — 90-Day Customer Transition Plan
In Progress · Apr 29 review
Formal written plan for top-3 accounts (41% of revenue, month-to-month). Day 30 transition review scheduled April 29, 2026. All three accounts confirmed active at Month 1.
Deal Economics
Entry EV / Multiple
$11.5M · 7.0×
Senior Leverage
3.0× / $4.92M
Rate / Term
9.2% · 5-year
Adj. EBITDA
$1.64M (20.0%)
MOIC — Underwrite
1.9×
IRR — Underwrite
13.8%
MOIC — Downside
1.5×
Gate Timeline
✓
Gate 0 — CIM Intake
Plausibility confirmed · 68 min processing
Mar 4
✓
Gate 1 — Industry Overlay
Industrial Field Services confirmed · ISP bound
Mar 5
✓
Gate 2 — Operator Diligence
Ryan Chen designated · Full battery complete
Mar 10
✓
Gate 3 — Conditional IC
LBO model initiated · 3 conditions attached
Mar 12
✓
Gate 4 — QoE Review
$8.2M LTM confirmed · No material adjustments
Mar 14
✓
Gate 5 — Final IC Clearance
APPROVED · ODFO approved · All modules complete
Mar 17
▶
Gate 6 — Post-Close Governance
Active · Month 1 of 18 · DSCR Watch
Live
Terminal Artifacts
Four documents generated through the gate process. All final and approved.
/Submit a CIM
Submit a CIM
Gate 0 AI extraction initiates on submission. Target processing time under 90 minutes.
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2
3
4
5
Deal InformationStep 1 of 5
Deal Information
IS Designation
Name the independent sponsor for this deal. Search the credentialed pool or invite a new IS to the platform.
🔍
Ridge Capital Partners
Marcus Webb · Managing Partner · Dallas, TX
CDFC 6.12 · Moderate Risk
Bridgecrest Partners
Sandra Wu · Managing Director · Houston, TX
CDFC 7.8 · Credible
— or invite a new IS to the platform —
Invited IS participants are granted deal-scoped access only for this transaction. A platform license is required for full platform accessibility.
Operator Designation
Designate the operator for this deal, or defer to the IS. If the operator is credentialed, existing RRVP status will be applied if current (within 12 months).
🔍
Ryan Chen
Apex Industrial Services · Dallas, TX · 14 years field services
RRVP Current
Dana Lee
Summit HVAC Solutions · San Antonio, TX · 11 years HVAC
RRVP Current
This operator will receive a platform invitation. The RRVP battery initiates upon acceptance. Deal-scoped access only unless a platform license is obtained.
CIM Upload
Upload the Confidential Information Memorandum. PDF only. The AI extraction pipeline will process all fields automatically.
SEE Acumen initiates Gate 0 AI extraction — 47 fields across 7 categories, 10 institutional quality domains scored, IS battery run in parallel. Target elapsed time under 90 minutes. Results appear in your Active Deals table automatically.
Terminal Artifacts — Apex Industrial Services
Deal Documents
Four documents generated through the SEE Acumen gate process. All are final and approved. The ODFO integrates deal, operator, and IS risk into a single governance instrument.
Primary Governance Document
Operator Deal Overlay Profile
Integrates deal risk, operator fit, and IS governance designation into a single instrument. Extends into post-close through the three-track monitoring plan and eight escalation triggers.
Operator Designation
MODERATE FIT
Ryan Chen
Sponsor Designation
CAPABLE — GRR
Ridge Capital Partners
Report Status
APPROVED
Final IC Cleared
ODFO-2026-0317-AIS
March 17, 2026
First National Capital Partners
Investment Committee
IC Memorandum
Final IC decision document. Three conditions approved. Capital commitment authorized subject to retention plan, Day-60 controller hire, and 90-day customer transition plan.
Platform-direct data · Gate 6 Active · Month 1 of 18 · Ryan Chen · Ridge Capital Partners · Value Creation Coach: Marcus Rivera IS reporting does not control this view.How this data is sourced →
DSCR Watch at 1.22×. No escalation triggered. Review at M2.
EBITDA +2.1% vs plan. Top-3 customers all active. Covenant headroom 38%. DSCR at 1.22× below 1.25× threshold — RLOC drawn as structured at IC. Trigger 4 (pricing system) monitoring — due Month 3. Day 30 transition review Apr 29.
DSCR Watch — Month 1 · 1.22× (Threshold: 1.25×)
Month 1 DSCR at 1.22× is below the 1.25× covenant threshold. This was anticipated at IC — the RLOC was drawn at close to buffer Year 1 variability from the 62% reactive revenue mix. No escalation trigger fires until headroom falls below 15%. Monitoring active. Expected to normalize as programmatic base grows.
Three-Track Monitoring — Month 1 Status
Business Performance
EBITDA vs. Underwrite
$136K actual vs $133K plan
+2.1%
Top-3 Customer Retention
All 3 accounts active and engaged
✓ Confirmed
Revenue by Segment
Programmatic $48K · Reactive $88K
On Track
DSCR / Covenant Headroom
1.22× · 38% above minimum
Watch
Cash Conversion Cycle
DSO 31 days · Collections tracking
On Track
Lender Reporting
Month 1 package submitted March 31
Submitted
Operator Development
Coach Monthly Check-in
Time allocation — ownership vs. operational
Active
Required Modules
100% complete pre-close · Post-close track active
✓ Complete
Customer Relationship Progress
Ryan Chen at all 3 top accounts — Week 1
On Track
Financial Governance Behavior
Weekly cash flow review cadence confirmed
Active
Day 30 — Transition Review
Customer relationships · Management stability
Apr 29
Sponsor Engagement
Performance Summary Forwarded
SEE Acumen → All capital parties
✓ Sent
Coach Alignment Call
30-min minimum · Written summary to SEE Acumen
Confirmed
Day 30 Sponsor Commentary
Operator relationship status · CP alignment confirmed
Apr 29
Quarterly Lender Check-in
Coordinated through SEE Acumen
Jun 30
Month 6 Formal Milestone Commentary
Governance assessment · Relational investment
Sep 2026
Escalation Triggers — Live Status
Triggers 7 and 8 bypass the sponsor — SEE Acumen notifies First National Capital Partners directly.
1 — Covenant headroom falls below 15%
CLEAR — 38% headroom
2 — EBITDA margin deteriorates >200bps for 2 consecutive months
CLEAR — Month 1 positive variance +2.1%
3 — Any top-3 customer signals intent to reduce or exit
CLEAR — All 3 confirmed active
4 — Pricing system not operational by Month 3
MONITORING — Milestone due June 30, 2026
5 — Customer concentration rises above 50%
CLEAR — At 41%
6 — Coach reports failure to maintain ownership-level time allocation through Month 6
CLEAR — Month 1 compliant
7 — Ridge Capital fails sponsor engagement cadence for 2 consecutive months
8 — Ridge Capital provides material updates to capital parties without platform notification
CLEAR Bypass trigger — notifies CP directly
Gate 3 — Operator Diligence Underway
Meridian HVAC Group
HVAC Services · Southeast · Operator battery in progress. IS credentialing initiated. Deal quality confirmed at Gate 2.
Operator Battery Underway — Gate 3
Operator risk profiling is in progress. Q1 and Q2 screens will be available once the battery is complete and the ODFO is generated. IS credentialing is pending operator profile completion.
Gate 0 — CIM Processing
Cascade Field Services
Field Services · Pacific Northwest · CIM received and under AI extraction. Deal quality signals pending Gate 0 completion.
CIM Processing — Gate 0
AI extraction is running against the submitted CIM. Revenue, EBITDA, headcount, and sector classification will be confirmed within 90 minutes of submission. Deal screens become available after Gate 0 plausibility confirmation.
›Submit an IS for Vetting
IS Credentialing — Initiate Vetting
Submit an Independent Sponsor
Submit an IS you are working with or evaluating. SEE Acumen will contact them to complete their credentialing profile. The IS is required to attach a deal to their profile to complete the process — this ensures every credentialed IS in the platform is actively working a transaction.
IS Information
What happens next
1
SEE Acumen contacts the IS
Invitation sent within one business day. The IS receives a secure onboarding link.
2
IS completes credentialing profile
Background, transaction history, governance approach, and capital relationships. The IS must attach a deal to complete the profile.
3
CDFC score generated
Six-dimension credentialing score on file. Available immediately when the IS submits a CIM to your pipeline.
4
You are notified
Platform notification when credentialing is complete. The IS appears in your credentialed pool for future deal designations.
Deal Attachment Required
The IS must attach a deal to their profile to complete credentialing. This is a platform requirement — every credentialed IS in the SEE Acumen network is actively working a transaction. This ensures the CDFC score reflects real execution context, not a speculative profile.
Platform Architecture
The Gate Process
Six sequential gates transform a broker CIM into a lender-ready credit package — with the CP approving at every decision point. Nothing advances without your sign-off.
Gates 0–1
Deal Intake & Screen
Gate 2
Operator & IS Underwriting
Gate 3
Preliminary Structure
Gate 4
Quality of Earnings
Gate 5
Final IC Clearance
Gate 6+
Post-Close Governance
CIM Intake & Plausibility
Kill factors checked. Credit box confirmed. Industry benchmark bound to the deal.
CP Action
Submit CIM to platform
Triggered by CP · Automated screen · Deal file opened
Operator & IS Profiled
Operator completes full instrument battery. IS credentialed across 6 CDFC dimensions. ODFO designation issued.