Executive Brief

Practice Overview & Engagement Profile

Nico Westerdale · Solutions Architect & Fractional CTO

Two exits · Scaled Gopuff engineering 7 to 200+ ($3B raised, $9B valuation) · CTO, IndeVets (PE-backed HealthTech) · Wharton & Cambridge guest lecturer

The Focus: Automation, Algorithms, AI

Most operational bottlenecks do not require a huge platform overhaul. They require a sharp technical diagnosis and a working proof of concept on real data. Technology is approached in a disciplined sequence: eliminate manual human glue first, encode intelligent decision rules second, and deploy applied AI as the force multiplier on top.

01

Automation

Eliminating manual human glue. Replacing spreadsheet handoffs, manual verification queues, and email chases with deterministic pipelines and event-driven workflows.

02

Algorithms

Encoding business logic, operational constraints, and optimization math. Turning raw data into programmatic decision engines that scale without linear headcount.

03

AI (The Multiplier)

Applied computer vision, multimodal LLM parsing, and custom scoring models targeted where deterministic code breaks down. Functional proofs shipped on live data in weeks, not quarters.

How We Work: Audit → Proof → Handoff

No open-ended retainers. No dev shops masquerading as strategists. A repeatable 3-step cycle designed to de-risk investment and provide executive certainty.

The Handoff Boundary

Why Partners & Sponsors Trust This Model

What Accelerator CTO does not do: Long-term code maintenance, contractor body-leasing, or open-ended dev shop retainers. The specialty is the critical first 30 to 60 days: diagnosing the choke point and proving the fix with software. Once the business case is proven, execution is handed off to internal engineering or dedicated delivery partners, eliminating vendor competition and aligning incentives.

Where We Intervene: Target Profile

High-leverage technical judgment for operators who need executive clarity without committing to a full-time executive search prematurely.

Ideal Company Profile

  • PE-Backed & Mid-Market Operators: $10M to $100M revenue companies looking for capital efficiency, margin protection, and scalable technology foundations.
  • Field Services & Physical Operations: Distributed labor, technician dispatch, logistics, retail installations, and multi-unit brands.
  • Clinical HealthTech & B2B Marketplaces: High-growth platforms balancing regulatory compliance, data security, and supply-demand optimization.
  • Executive Sponsors in Need of Judgment: Non-technical CEOs, COOs, and PE operating partners who suspect tech spend is leaking margin or stalling growth.

Specific Problem Shapes

  • Manual human glue in operations: Repetitive verification workflows (technician photo validation, SOW contract parsing, invoice matching) solved via AI vision and rules engines in 2 to 4 weeks.
  • The "AI Readiness" Dilemma: Pressure from boards to adopt AI when core data pipelines and warehouses are missing; cutting through hype to deliver pragmatic proofs and data hygiene.
  • The 12-Month Rewrite Trap: Operators told by dev shops that they need an expensive 12-month rewrite, when a focused diagnostic and proof can resolve the bottleneck immediately.
  • Technical Due Diligence & Leadership Transition: Evaluating legacy architecture, vendor sprawl, and team capability before acquisitions or during CTO transitions.

Proven Impact on Live Systems

A track record grounded in production software, capital events, and measurable enterprise value.

EssintialNational IT Field Services

AI Vision Validation & SOW Billing Rules Engine

Validated an AI computer vision model to automatically review and score technician installation photos across thousands of retail locations in real time. Architected a contract rules engine to reconcile customer SOWs against actual field work, eliminating revenue leakage.

IndeVetsPE-Backed HealthTech Marketplace

Proprietary ML Supply/Demand Matching Engine

Architected the proprietary algorithmic matching engine (Choropleth), decoupling market expansion from operational headcount. Transitioned tech from agency dependency to an in-house core competency, driving major SG&A reductions.

GopuffConsumer Delivery Hypergrowth

Scaling 7 to 200+ Engineers & Experimentation Engine

Led consumer-facing engineering through historic hypergrowth during a $3B capital raise ($9B+ valuation). Built the company's first experimentation platform, enabling rigorous A/B testing that drove multiple percentage point lifts in Average Order Value.

IncentFitCorporate Wellness FinTech

$500M+ Secure Micropayments & Health Pipelines

Architected a high-volume micropayments infrastructure processing over $500M annually across enterprise clients. Unified data ingestion pipelines connecting dozens of third-party health data platforms with automated compliance.

Executive Sponsor Perspectives

"As a non-technical founder, having Nico from AcceleratorCTO leading our product and engineering teams has been critical to IndeVets' success."

Michael Raphael · CEO, IndeVets

"AcceleratorCTO is an amazing fractional CTO group to work with. They have helped us level up our engineering organization to the high functioning and high output team we needed in order to support our company's fast growth."

Nick Bhashyam · Cofounder, Hailify

Ready to diagnose what is actually broken?

Start with an audit. Walk away with an executive case for change and one quantifiable metric that justifies the next spend, whether you engage further or not.

Direct: nico@acceleratorcto.com · Philadelphia, PA