Business Development Manager — AI Unit · BSI

The Founder
Who Speaks
Compliance.

I've built AI-adjacent platforms from 0 to 1, sold complex solutions to C-suite executives, and operated in the most regulated verticals on Earth. BSI's newly launched AI Business Unit isn't looking for a salesperson. It's looking for a market architect.

$8M+
Closed business at Clarivate — Winner's Circle, top 3% globally
$3.5M
New business generated at The Economist Group
9+ yrs
B2B consultative sales in healthcare & technology
2
Ventures founded in regulated markets: Aestar Therapeutics & Profacio

Three pillars. One
unfair advantage.

BSI's AI Business Unit is a startup within a century-old institution. That requires someone who understands both worlds — the urgency of innovation and the gravity of compliance.

01
🚀

New Market Architect

BSI's AI BU is a blank canvas. You need someone who doesn't need a playbook — someone who writes one. I've built territory from zero across multiple verticals, carrying quotas into markets that didn't yet understand why they needed the solution.

  • $8M+ pipeline at Clarivate — top 3% globally, Winner's Circle
  • Founded Aestar Therapeutics & Profacio in highly regulated markets
  • Proven track record taking new products into new markets
  • Not a quota hitter — a quota architect
02
🧠

Technical AI Fluency

I don't just sell AI — I've built with it. From deploying agentic platforms to developing AI-adjacent biotech pipelines, I speak the language of the CTOs and compliance officers I'll be selling to. I can explain ISO/IEC 42001 to a boardroom and a dev team in the same afternoon.

  • Built landmarq.ai — AI governance mapping platform
  • Built aestartx.com — regulatory-grade biotech AI platform
  • Deep knowledge of EU AI Act risk tiers & ISO 42001, 42006
  • Fluent in NIST AI RMF, GDPR, and DORA AI obligations
03
⚖️

Regulatory & Consultative Rigor

My background spans pharmaceuticals, economics, and enterprise data — all industries where a single compliance failure has board-level consequences. This context is rare in a BD profile and directly mirrors the risk calculus BSI's clients face under the EU AI Act.

  • CEO of Aestar Therapeutics — pre-IND, FDA-pathway drug development
  • Ernst & Young consulting — enterprise-grade process discipline
  • BA Economics with Highest Honors, UIUC
  • Sold to CISOs, CTOs, and GCs in heavily regulated environments

My 30/60/90 Day Plan

A phased approach to building BSI's AI BU into the definitive compliance partner for biometrics, manufacturing, and beyond — with clear milestones and measurable KPIs at every phase.

Learn.

Days 1 – 30 · Immersion

The fastest path to revenue is a deep understanding of the product, the buyer, and the battlefield. Month one is about becoming the internal authority on BSI's AI portfolio and the EU AI Act landscape — before a single cold call is made.

Wk 1
Regulatory Deep DiveMaster ISO/IEC 42001, 42006, EU AI Act risk tiers, NIST AI RMF. Position myself as the internal SME from day one.
LEARN
Wk 1–2
Full Portfolio MasteryAudit all BSI AI services: conformity testing, training, gap assessments. Map each offering to specific EU AI Act obligations by sector.
LEARN
Wk 2
Internal Stakeholder NetworkMeet marketing, technical, regulatory, and existing account teams. Understand ideal customer profile, active pipeline, and key blockers.
LEARN
Wk 3
CRM Audit & Territory MappingIdentify dormant accounts and low-hanging fruit in biometrics and manufacturing. Build initial target account list of 50 qualified organizations.
BUILD
Wk 4
Competitive Intelligence ReportMap BSI's differentiation vs. SGS, Bureau Veritas, LRQA in AI certification. Deliver findings and go-to-market positioning memo to leadership.
BUILD

Build.

Days 31 – 60 · Engagement

Armed with product knowledge and a target list, month two shifts from observation to execution — launching campaigns, booking discovery calls, and building a qualified pipeline with clear close timelines.

Wk 5–6
EU AI Act "Burning Platform" CampaignLaunch targeted outreach to biometrics and manufacturing CISOs/CTOs on enforcement timelines. 50+ personalized, research-backed touchpoints.
BUILD
Wk 6
10 Qualified Discovery CallsConvert warm contacts and dormant BSI accounts to active discovery. Qualify each opportunity against budget, authority, need, and timeline.
BUILD
Wk 7
Webinar: "Preparing for EU AI Act Audits"Host a BSI-branded thought leadership session for regional clients and prospects. Drive inbound leads and establish brand authority in AI governance.
BUILD
Wk 7–8
KPI: 5 Active Opportunities in PipelineMove from awareness to intent. Five accounts with confirmed budget conversations and formal BSI proposals in active motion.
KPI
Wk 8
Objection Library & Sales Playbook DraftDocument top market objections — "standards can't keep up with AI" — and draft response frameworks. Share with the wider AI BU team.
BUILD

Win.

Days 61 – 90 · Results

Month three is about closing, scaling, and proving the model. First contracts move to signature. Ecosystem partnerships create referral channels. And a long-term territory strategy sets the foundation for Year 1 quota achievement.

Wk 9–10
First Contract ClosingsTarget 2 AI conformity testing or training engagements in final negotiation. Prioritize biometrics and manufacturing accounts with imminent EU AI Act exposure.
CLOSE
Wk 10
Ecosystem Partner MappingIdentify 3–5 AI consulting and implementation firms (Deloitte AI, McKinsey Digital, boutique MLOps firms) for referral and co-sell arrangements.
BUILD
Wk 11
Q1 Pipeline Review & KPI ReportPresent pipeline health, conversion rates, and market intelligence to AI BU leadership. Identify what's working and what needs adjustment for Q2.
KPI
Wk 11–12
Year 1 Territory StrategyDeliver a full territory plan including new vertical expansion (healthcare AI, autonomous systems) and multi-year revenue forecast model.
STRATEGY
Day 90
Fully Autonomous & IntegratedOperating as a high-performing BDM with 15+ active pipeline accounts, 2+ closed contracts, and a referral ecosystem in motion.
CLOSE

AI Compliance
Risk & ROI Calculator

Estimate your organization's EU AI Act exposure and the long-term ROI of proactive ISO/IEC 42001 certification. This is the tool I'll put in front of every prospect.

$250M
Used to calculate maximum fine exposure

Complete the form to generate your
AI compliance risk assessment.

Know what you're
deploying.

A comprehensive risk rating of widely deployed AI tools, categorized by EU AI Act risk tier, compliance posture, and BSI recommended action. Use this to start the compliance conversation with any client.

AI Tool / Vendor Category EU AI Act Tier Risk Score Key Risk Factors BSI Recommendation
Prohibited (Banned under EU AI Act)
High Risk (Conformity assessment required before deployment)
Medium Risk (Transparency + gap assessment obligations)
Low Risk (Monitoring + data processing agreements)
Risk ratings reflect EU AI Act exposure as of Feb 2026. Not legal advice.

Companies doing it right.

Real-world examples of organizations that deployed AI responsibly — with measurable business outcomes. These are the narratives I'll bring to every client conversation to demonstrate what governance-first AI delivers.

Financial Services · Biometrics
Ping An Insurance
Responsible Biometric AI — Claims Verification at Scale
Ping An deployed biometric AI for claims verification across 220M+ customers — an inherently high-risk use case. They distinguished themselves by building an independent AI Ethics Committee, publishing a "Responsible AI Principles" framework, and commissioning third-party bias audits before any deployment. Their fairness testing protocol is now referenced by the China AI Standards Institute as an industry model.
Fraud detection accuracy improved 40% with independently bias-tested biometric models
Third-party audits confirmed less than 2% demographic performance gap — below industry benchmark
Claims processing time reduced from 7 days to under 8 minutes for eligible claims
Retail / FMCG · HR AI
Unilever
Ethical AI Hiring — Removing Bias, Proving Transparency
Unilever replaced CV screening with AI-powered game-based assessments and video interviews — but did so with full transparency. Candidates are informed the process uses AI, data retention is disclosed, and human recruiters review all AI recommendations before decisions are made. Annual demographic fairness audits produced measurably more diverse hiring outcomes than prior methods.
16% increase in diversity of new hires in the first two years post-deployment
Candidate satisfaction scores rose — transparency about AI built trust, not resistance
Time-to-hire reduced by 75% without sacrificing quality or fairness metrics
Logistics · Autonomous Systems
DHL Group
Smart Warehouse Robotics — Governed Autonomy at Scale
DHL deployed over 5,000 autonomous robots and AI-driven sortation systems across 350+ facilities globally. Their AI governance approach — developed in partnership with BSI — includes real-time safety monitoring, mandatory human-in-loop override capabilities, and a central AI incident log. Every autonomous system has a documented risk assessment aligned to EU Machinery Regulation and the EU AI Act.
Zero reportable safety incidents involving autonomous systems in EU-regulated facilities (2022–2025)
25% improvement in sort accuracy with AI-guided systems vs. manual processes
EU AI Act readiness assessment completed 18 months before enforcement deadline
Healthcare · Medical AI
Mayo Clinic
AI-Assisted Diagnostics — Validated, Transparent, Governed
Mayo Clinic deployed AI diagnostic tools for cardiology and oncology imaging only after completing 36-month clinical validation studies per model. Every AI recommendation includes a confidence score and supporting evidence visible to the clinician. Patients are informed when AI is used in their care pathway, and all systems undergo annual third-party audits for demographic bias and performance drift.
Cardiac AI detects atrial fibrillation 12 months earlier than traditional diagnosis methods
All deployed models cleared FDA 510(k) and align with EU MDR AI provisions
Zero adverse outcomes linked to AI recommendations across 500K+ patient interactions
Manufacturing · Computer Vision
BMW Group
Compliant Visual AI Quality Inspection at Production Scale
BMW deployed AI-powered visual inspection analyzing 100M+ images annually to detect defects invisible to human inspectors. The system was developed with an AI Impact Assessment, comprehensive training data documentation, and a published explainability framework — all pre-aligned to ISO/IEC 42001. BMW became one of the first automotive manufacturers to voluntarily disclose its AI system inventory ahead of EU AI Act requirements.
Defect detection improved to 99.98% — up from 94% with human-only inspection
Published AI System Inventory voluntarily — cited by EU Commission as industry best practice
€180M annual quality cost reduction attributed to AI inspection deployment
3.5×
Higher ROI for organizations with formal AI governance vs. ad-hoc deployments (McKinsey, 2024)
74%
Of enterprises report AI governance as a "board-level priority" following EU AI Act enforcement timeline
15–25×
Higher remediation cost for reactive vs. proactive ISO/IEC 42001 certification (Gartner, 2024)

A career built for
this exact moment.

The convergence of AI, regulation, and enterprise sales is rare. My track record spans every dimension BSI needs to launch and scale its AI Business Unit successfully.

🏆

Winner's Circle

Top 3% globally at Clarivate. $8M+ closed business. Not a quota hitter — a quota architect who builds from zero.

🔬

Biotech Founder

CEO of Aestar Therapeutics — pre-IND drug development in the most regulated environment on Earth: FDA-pathway pharma.

🌐

AI Platform Builder

Built landmarq.ai and aestartx.com — live, functional AI tools demonstrating governance intelligence and regulatory-grade design.

📊

Economist Training

BA Economics with Highest Honors, UIUC. Analytical rigor compliance buyers demand — delivered in an enterprise sales wrapper.

2024–PRESENT
Sr. Associate, Deal Origination
B. Woods & Company
2023–PRESENT
CEO & Founder
Aestar Therapeutics
2021–2023
Senior Account Executive
Clarivate — Winner's Circle
2019–2021
Account Executive
The Economist Group — $3.5M NBD
EARLIER
Consultant
Ernst & Young

Ready to build BSI's
AI market presence.

Let's discuss how I'll turn BSI's AI Business Unit into the definitive compliance partner for organizations navigating the EU AI Act.

bsiai.app · Built to demonstrate initiative, technical fluency, and market vision for the BSI AI Business Unit