Before and After.
Documented in metrics, not decks.

1

AI-native workflow deployment: Replaced manual clinical data integration processes with AI-automated pipelines. Delivery cycle time dropped 40%, enabling the team to handle 2× the volume without headcount growth.

2

Offshore delivery team: Built an offshore operations pod to handle routine integration support and monitoring at 35% of onshore cost. Gross margin expanded 22pp. Engineering capacity redirected to product development.

3

Support automation: Deployed LLM-based tier-1 support triage for common integration questions and error resolution. Support cost per case dropped 58%. Customer satisfaction scores improved as response time fell from hours to minutes.

1

Commitment test — not layoffs: BVC offered senior team members equity in exchange for a cash salary reduction. This wasn't restructuring — it was a belief test. People who saw a future in the company would accept; people extracting cash would not. Almost all senior employees declined. Only one stayed. The founder, who believed his team was deeply committed, watched them self-select out. A political purge that could have taken months happened in weeks — with no subjectivity.

2

Infrastructure reset and vendor renegotiation: Over three to four months, BVC's external engineering team modernized the technology platform and renegotiated the IP data vendor contracts that were the primary COGS driver. The combination reduced costs enough to move the company from sustained losses to break-even. The modernized stack also became an investor confidence signal — the company subsequently raised external capital, with architecture quality cited as a key diligence finding.

3

Partner-led GTM with aggressive channel economics: No budget for a sales team. BVC built a partner distribution model with pricing structured to make it economically compelling for channel partners to sell Relecura. Partners received strong margin; Relecura received distribution without fixed sales cost. One of those partners eventually became the acquirer. The GTM constraint — no sales force, no capital — was converted into the exit pathway.

1

P&L transparency + Zero-Based Cost Reset: The P&L had never been shared with top leadership. BVC opened it immediately and ran a zero-based audit: one spreadsheet, every non-people cost, with a proposed alternative for each. The rule — if you want to keep a cost, justify why the alternative won't work. The Raleigh office was eliminated (no post-COVID usage). All internal systems moved to Zoho One, replacing a dozen fragmented subscriptions. Insurance, legal, and professional fees were renegotiated using BVC's cross-portfolio benchmarks. Total non-people, non-COGS cost reduction: 70–80%.

2

Infrastructure reset — legacy data center to AWS: Cadient was running on legacy servers at approximately 35% of revenue in infrastructure cost. BVC migrated to AWS, collapsing COGS to approximately 7–8%. The impact was threefold: structural margin improvement, product velocity increase (cloud-native deployment removed release cycle constraints), and an accountability effect — migrations force documentation, exposing knowledge hoarding. Engineers who had held tribal knowledge as job protection became visible bottlenecks during the migration.

3

Global ownership model + category repositioning: The India team was given full P&L and business context — converting order-takers into owners. Simultaneously, BVC repositioned from commodity ATS to Recruitment Pipeline OS — shifting pricing dynamics, buyer access, and exit multiple potential.

1

Survival budget + 80/20 org compression: BVC set a hard constraint — total costs must fall to $10,000 per month against $15,000 in revenue. To hit it, the team was cut from 20+ to 4–5 people. The founder and core team moved into a shared apartment that doubled as their office, eliminating all rent. What the founder discovered was transformative: 80–90% of prior output was retained. The rest of the team had been consuming cost, not creating value. The constraint forced a discovery that prosperity had hidden.

2

Founder expansion — convert employees into co-owners: The single founder was a non-technical operator carrying all risk alone — stressed, isolated, and without technical depth in leadership. BVC identified the two most critical engineers and proposed: 10% equity each in exchange for a 50–60% salary cut. The founder, who held ~65% of the company, gave up 20% to fund this. His own salary was also cut. The result was structural: one person managing employees became three co-founders building a company. Commitment is not a management problem — it's an ownership architecture problem.

3

Customer focus reset + antifragile economics: With team and ownership restructured, the company reset its customer strategy: deprioritize small accounts, focus on the top 20% of customers driving 80% of revenue. On cost, the team secured AWS startup credits (eliminating server expenses) and a $100,000 loan for cash buffer. Within one year, the company reached profitability at $180K ARR — a floor it never breached again. When COVID accelerated eCommerce adoption, the lean, aligned team was positioned to capture the demand spike. A bloated version of EasyEcom would have collapsed under it.