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The Team

38 specialists across finance, commercial, operations, technology, real estate, investment research, and healthcare. Each brings deep domain expertise to every engagement — not a generalist AI, a purpose-built expert.

Performis University

The engine that builds and continuously improves every team member.

Every specialist is trained, tested, and continuously improved through Performis University — our proprietary development system. Agents are measured against real engagement benchmarks, updated as best practices evolve, and validated by domain experts before client engagements. This is not a static team.

38

Specialists

12

Playbooks

30+

Industries

Nightly Residency Program

Nightly

Continuous margin preservation and risk mitigation. Runs every evening using that day's live engagement data as the primary training signal.

  • Daily Case Review

    Agents revisit live engagement logs to identify where reasoning broke down and generate correction rules before the next session.

  • Playbook Alignment

    Outputs are cross-referenced against gold-standard data and regulatory baselines to prevent methodology drift over time.

  • Cross-Agent Coordination

    Cross-functional agents review each other's delivery logs to minimize systemic friction at every handoff point.

Model-Driven Fellowship

Event-Driven

Technology arbitrage and structural capability upgrades. Triggered when a major new foundation model architecture arrives.

  • Frontier Model Distillation

    A top-tier frontier model analyzes complex multi-step execution logs and distills high-level reasoning into efficient rules for high-volume agents.

  • Red-Team Stress Testing

    Production agents are paired against a next-generation adversarial model to expose and seal playbook gaps before deployment.

  • Knowledge Base Compression

    Firm playbooks and knowledge bases are condensed into precision capsules optimized for the latest model architectures and context windows.

The rule of thumb: The Residency ensures the team operates at peak efficiency on today's models. The Fellowship structurally overhauls delivery the moment tomorrow's technology arrives.

Specialty
Industry
38 specialists
CH

Chris

Finance

Financial Analysis Specialist

Diagnoses private company financial health across five analytical lenses — from cash and margins to capital efficiency and growth quality.

  • ·Five-lens diagnostic framework (liquidity, profitability, cash generation, capital efficiency, growth)
  • ·DuPont decomposition and owner normalization & EBITDA adjustments
  • ·Three-scenario financial outlook (base / stressed / recovery)
SaaSProfessional ServicesManufacturing+3 more
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WC

Reid

Finance

Working Capital & Cash Flow Optimization Specialist

Unlocks trapped cash by decomposing every AR, inventory, and AP lever — quantified in dollars, not percentages.

  • ·Cash Conversion Cycle (CCC) decomposition and peer benchmarking
  • ·Inventory ABC/XYZ segmentation and safety stock calibration
  • ·Cash release waterfall construction with dollar quantification per lever
ManufacturingDistributionRetail+3 more
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CF

Drew

Finance

CFO Function & Finance Transformation Specialist

Assesses and rebuilds finance functions across all eight domains — from close cycle to FP&A to strategic business partnering.

  • ·CFO function assessment across 8 domains (planning, reporting, controls, treasury, FP&A, business partnering, technology, org)
  • ·Finance maturity scoring and benchmarking against industry peers
  • ·Finance transformation roadmap with SOW generation
HealthcareAmbulatory SurgeryBehavioral Health+6 more
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PA

Paige

Finance

Management Reporting & Variance Analyst

Builds management packs and variance analysis that tell executives exactly where actuals diverged from plan — and why.

  • ·Full 8-combination variance matrix (Actual vs Budget, Re-forecast, Prior Year, Latest Estimate)
  • ·Revenue P/V/M decomposition (price, volume, mix)
  • ·Covenant compliance tracking with amber/red warnings and cure paths
SaaSProfessional ServicesManufacturing+3 more
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MY

Sloan

Finance

Driver-Based Financial Forecast Analyst

Builds three-statement financial models driven by operational metrics — every assumption documented, every variance explainable.

  • ·Revenue driver tree construction by business model (ARR bridge for SaaS, headcount-utilization for services)
  • ·Scenario set construction (base, bull, bear) with named strategic assumptions
  • ·Driver variance analysis decomposing forecast-to-actual gaps by individual driver
SaaSProfessional ServicesManufacturing+3 more
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RX

Rex

Finance

5-Year Long-Range Plan Analyst

Constructs board-ready 5-year financial plans with explicit named mechanisms behind every material assumption.

  • ·5-year three-scenario financial plan (base, bull, bear) with distinct strategic mechanisms per assumption
  • ·EBITDA bridge specification across six components (volume, price/mix, gross margin, operating leverage, investment drag, efficiency gains)
  • ·Board-ready assumption documentation with confidence ratings and named mechanisms
SaaSProfessional ServicesManufacturing+3 more
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RF

Rafi

Finance

CapEx Project Evaluation Analyst

Evaluates capital projects with institutional rigor — WACC from first principles, NPV/IRR, and sensitivity matrices.

  • ·WACC component specification from first principles (risk-free rate, beta, ERP, size premium)
  • ·Multi-scenario NPV/IRR analysis (base, bull, bear) with payback period
  • ·Sensitivity matrix across primary drivers at ±10% and ±20%
ManufacturingHealthcareSaaS+4 more
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CS

Cass

Finance

13-Week Cash Flow Analyst

Maps every cash inflow and outflow by week — AR collections, payroll, debt service, taxes — so treasury always knows exactly where it stands.

  • ·AR aging to weekly cash receipt schedule mapping with collection probability by bucket
  • ·Liquidity gap identification with earliest available response options
  • ·Downside stress scenario (AR slow 15%, AP tighten 30 days, revolver −20%)
HealthcareProfessional ServicesManufacturing+3 more
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EC

Nate

Finance

GAAP Engagement Coordinator

Scopes and structures every cash-to-GAAP conversion engagement — entity profile, complexity flags, input path, and handoff package.

  • ·Entity profile construction with accounting method identification
  • ·Complexity flag assessment across 9 dimensions including revenue recognition
  • ·Input path determination (ERP, file upload, hybrid) and specialist handoff
SaaSProfessional ServicesManufacturing+5 more
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GC

Spencer

Finance

GAAP Conversion Specialist

Converts cash-basis financials to GAAP with a full adjustment register, ASC citations, and audit-ready documentation.

  • ·Systematic evaluation of all 12 GAAP adjustment types with full audit trail
  • ·Three-column restated Income Statement (Cash Basis | Adjustments | GAAP)
  • ·Indirect-method Statement of Cash Flows from restated figures
SaaSProfessional ServicesManufacturing+5 more
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SA

Sam

Finance

Revenue Recognition Specialist (ASC 606)

Applies the ASC 606 five-step model to classify performance obligations and produce period-by-period recognition schedules.

  • ·ASC 606 five-step revenue recognition model application
  • ·Performance obligation identification and standalone selling price allocation
  • ·Deferred revenue rollforward and contract liability classification
SaaSProfessional ServicesManufacturing+3 more
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BS

Jordan

Finance

Balance Sheet Restatement Specialist

Restates cash-basis balance sheets to GAAP across every asset, liability, and equity category — with mandatory equation verification.

  • ·Balance sheet adjustment across all asset, liability, and equity categories
  • ·ASC 842 ROU asset and lease liability computation (operating and finance leases)
  • ·Mandatory balance sheet equation verification after every adjustment ($0 tolerance)
SaaSProfessional ServicesManufacturing+2 more
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DI

Avery

Finance

GAAP Disclosure Specialist

Drafts auditor-ready GAAP footnote disclosures — basis of presentation, leases, related parties, and concentration risk.

  • ·Mandatory GAAP disclosure drafting (Basis of Presentation, Accounting Policies, Revenue, PP&E)
  • ·ASC 842 lease disclosure with full maturity schedule
  • ·Auditor-ready footnote prose generation with ASC citations
SaaSProfessional ServicesManufacturing+5 more
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CA

Casey

Finance

Non-GAAP Metrics Analyst

Computes and documents EBITDA, Adjusted EBITDA, FCF, and industry-specific metrics with SEC-aligned bridge tables.

  • ·Universal non-GAAP metric computation (EBITDA, Adjusted EBITDA, FCF, NWC)
  • ·Industry-specific metrics (SaaS: ARR/MRR/NRR/CAC; PE: leverage ratio/EV multiple)
  • ·Bridge table production with SEC guidance alignment and add-back risk classification
SaaSProfessional ServicesManufacturing+5 more
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RE

Reese

Finance

Financial QA Reviewer

Verifies every financial statement before delivery — balance sheet equation, cross-statement tie-outs, and ASC citation completeness.

  • ·Balance sheet equation check (Assets = Liabilities + Equity, $0 tolerance)
  • ·Net income flow-through verification across all four financial statements
  • ·Adjustment register completeness audit with ASC citation check
Cross-industry
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CE

Taylor

Commercial

Commercial Excellence & Sales Operations Analyst

Diagnoses revenue engine failure — pipeline health, territory design, comp plan effectiveness, and RevOps maturity.

  • ·Pipeline health assessment and stage conversion rate analysis
  • ·RevOps maturity assessment and CRM data quality audit
  • ·Incentive plan redesign with OTE competitiveness benchmarking
HealthcareAmbulatory SurgeryBehavioral Health+7 more
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SL

Parker

Commercial

Commercial Growth Advisor

Builds commercial value creation initiatives for PE-backed businesses — NRR improvement, pricing power, and GTM optimization.

  • ·Customer cohort retention waterfall (GRR and NRR computed separately)
  • ·LTV:CAC ratio analysis and capital efficiency benchmarking
  • ·Commercial initiative sizing with incremental EBITDA impact and confidence levels
SaaSProfessional ServicesHealthcare+2 more
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PM

Lane

Commercial

Pricing & Margin Optimization Specialist

Finds where margin is leaking — SKU by SKU, channel by channel — and builds the governance framework to recover it.

  • ·Whale Curve analysis and SKU portfolio stratification
  • ·SKU-level profitability bridge (price, volume, mix, direct material, direct labour, overhead)
  • ·Price realization waterfall analysis with discount governance framework
SaaSProfessional ServicesManufacturing+4 more
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RA

Rafael

Operations

Operations Improvement Advisor

Benchmarks cost structure and operational efficiency — from OEE to procurement renegotiation — sizing every initiative in EBITDA.

  • ·COGS and OpEx cost structure benchmarking against industry peers
  • ·OEE (Overall Equipment Effectiveness) measurement and improvement sizing
  • ·Procurement sprint programme design with vendor spend analysis
ManufacturingDistributionHealthcare+3 more
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DV

Devon

Operations

Delivery Specialist

Leads final delivery across every playbook — transforming analytical findings into polished, client-ready deliverables in any format.

  • ·Spec-driven deliverable drafting following topics, format, tone, and structure guidelines
  • ·Multi-format compilation (presentation, document, PDF, web page, spreadsheet)
  • ·Cross-reference integrity verification — all numbers consistent across narrative and tables
Cross-industry
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ON

Jade

Operations

Company Onboarding Specialist

Guides every new engagement through onboarding — building the company profile, verifying data connections, and routing to the right playbook.

  • ·Company profile data extraction across identity, financials, stakeholders, and context
  • ·Adaptive onboarding conversation flow with partial-profile awareness
  • ·Intent classification from free-text description with playbook routing signals
Cross-industry
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SC

Scout

Operations

Cross-Playbook Opportunity Scanner

Surfaces improvement opportunities that only become visible by analyzing patterns across multiple engagements and playbooks.

  • ·Cross-playbook opportunity synthesis across the full engagement record
  • ·Multi-finding signal aggregation — patterns visible only when findings are viewed together
  • ·Opportunity ranking by composite of confidence, evidence breadth, and supported impact
Cross-industry
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QP

Quinn Park

Operations

Quality Control Specialist

Reviews every deliverable across five quality dimensions before it reaches the client — claims, sources, authority, materiality, and routing.

  • ·Deliverable review across five quality dimensions
  • ·Source verification: existence, citation resolution, support validity, authority alignment
  • ·Failure mode attribution and recommendation routing
Cross-industry
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OD

Hayden

People & Org

Organizational Design & Workforce Efficiency Analyst

Redesigns org structure around performance — spans of control, headcount benchmarking, compensation alignment, and workforce mix optimization.

  • ·Span of control analysis with thin-span manager identification and EBITDA drag calculation
  • ·Headcount benchmarking by function against industry peers
  • ·Total rewards optimization (compensation, benefits, incentive alignment)
Professional ServicesSaaSManufacturing+7 more
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DO

Dominique

People & Org

Talent & Leadership Advisor

Assesses C-suite capability against PE value creation requirements and designs MIP structures that align management with the exit thesis.

  • ·C-suite capability assessment against PE VCP execution requirements (ready now / coachable / requires upgrade)
  • ·MIP and management equity alignment review and restructuring recommendation
  • ·Executive search specification for C-suite upgrade roles
ManufacturingDistributionHealthcare+4 more
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DA

Dana

Technology

Data & Analytics Strategy Advisor

Builds the roadmap from data chaos to decision-grade analytics — maturity assessment, use case scoring, and technology stack guidance.

  • ·Data maturity assessment and BI environment audit
  • ·Use case identification, scoring, and analytics investment prioritization
  • ·Technology roadmap design (Horizon 1 and 2 sequencing)
HealthcareManufacturingSaaS+6 more
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KA

Kai

Technology

Agentic Transformation Strategist

Identifies and prioritizes the highest-value AI automation opportunities using P&L decomposition and workflow suitability scoring.

  • ·P&L value decomposition and financial value map construction
  • ·Agentic suitability scoring and disqualification register generation
  • ·AI transformation roadmap with ROI modeling per opportunity
SaaSProfessional ServicesHealthcare+9 more
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CI

Reed

Technology

Competitive Intelligence Analyst

Monitors the AI consulting landscape — tracking startup entrants, incumbent capabilities, and institutional AI deal flow.

  • ·AI disruption signal classification and startup entrant assessment
  • ·Institutional investor AI deal tracking
  • ·Executive intelligence brief generation
Professional ServicesIT ServicesFinancial Services
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FI

Finn

Real Estate

Financial Underwriting Specialist — Workforce Housing

Underwrites workforce housing acquisitions with T-12 normalization, assumption documentation, and auditable Excel model generation.

  • ·T-12 financial statement normalisation and one-time item adjustment flagging
  • ·10-field assumption population with source provenance for every assumption
  • ·Auditable Excel workbook generation with return metrics
Workforce HousingMultifamily
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MA

Ellis

Real Estate

Market Analysis Specialist — Workforce Housing

Analyzes workforce housing markets using AMI trends, HCV data, and competitive positioning to score market attractiveness.

  • ·AMI trend analysis and LIHTC rent ceiling calculation from MTSP data
  • ·HAP payment standard vs contract rent gap analysis
  • ·Market attractiveness scoring (composite 0–100)
Workforce HousingMultifamily
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DE

Derek

Real Estate

Deal Structuring Specialist — Workforce Housing

Structures real estate acquisitions across three scenarios and selects the defensible offer price, debt stack, and LOI terms.

  • ·Three-scenario analysis (aggressive / base / defensive) with per-assumption return comparison
  • ·Debt product selection using eligibility and sizing rules
  • ·Deal pass/proceed recommendation against 10%/12%/15% IRR thresholds
Workforce HousingMultifamily
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LE

Lena

Real Estate

LOI Drafting Specialist

Drafts commercial real estate LOIs with regulatory conditions, subordinate debt payoff terms, and preferred return disclosures.

  • ·Letter of Intent drafting from structured deal terms
  • ·Workforce housing regulatory condition inclusion (HAP, LIHTC, Section 8)
  • ·Standard commercial real estate LOI formatting
Workforce HousingMultifamily
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JO

Blake

Investments

Business & Industry Analyst

Classifies competitive moats, assesses management quality, and builds the business profile underpinning every investment thesis.

  • ·Competitive moat classification (brand, switching costs, network effects, low-cost producer)
  • ·Management quality assessment using Outsider CEO capital allocation framework
  • ·Industry competitive landscape analysis and pricing power evidence
SaaSConsumer StaplesConsumer Discretionary+10 more
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IN

Cole

Investments

Quantitative Financial Analyst

Computes owner earnings, ROIC, and FCF quality from SEC EDGAR filings — 10 years of structured XBRL data, directly accessed.

  • ·ROIC calculation and trend analysis with goodwill-adjusted variant
  • ·Owner earnings computation with maintenance capex estimation
  • ·Direct SEC EDGAR CompanyFacts API access — 10-year structured XBRL financials
SaaSConsumer StaplesConsumer Discretionary+10 more
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SJ

Sanjay

Investments

Valuation & Risk Specialist

Builds multi-method valuations with margin of safety — DCF, P/E, EV/EBITDA, and reverse DCF — always anchored to normalized earnings.

  • ·Multi-scenario DCF construction (bear / base / bull) on normalized owner earnings
  • ·EV/EBITDA acquirer/private-owner valuation using peer multiples
  • ·Margin of safety entry price determination across all applicable methods
SaaSConsumer StaplesConsumer Discretionary+10 more
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CL

Claire

Investments

Investment Memo Synthesizer

Synthesizes multi-phase investment research into a final memo with Buy/Watchlist/Pass determination and board-ready deliverables.

  • ·Investment memo synthesis from multi-phase analysis outputs
  • ·Dynamic Excel valuation model generation (bear/base/bull DCF, sensitivity tables)
  • ·Analysis result determination: Buy / Watchlist / Pass with clear criteria
SaaSConsumer StaplesConsumer Discretionary+10 more
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VS

Nash

Investments

PE Investment Thesis and Value Creation Lead

Leads PE value creation from entry to exit — deconstructing the investment thesis, building the EBITDA bridge, and orchestrating the 100-day plan.

  • ·Investment thesis deconstruction and LBO return attribution (EBITDA growth, multiple expansion, debt paydown)
  • ·Entry-to-exit EBITDA value bridge using McKinsey six-component decomposition
  • ·Rule of Three initiative prioritization and 100-day plan development
ManufacturingDistributionHealthcare+4 more
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RC

Priya

Healthcare

Revenue Cycle & Collections Optimization Specialist

Accelerates healthcare cash collections by diagnosing denial root causes, benchmarking payer contracts, and optimizing the revenue cycle end-to-end.

  • ·Denial root cause classification by reason code category
  • ·Payer contract rate benchmarking against Medicare fee schedule
  • ·Net collection rate calculation with quantified improvement per lever
HealthcareAmbulatory SurgeryBehavioral Health+1 more
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