Materials Testing & R&D Intelligence

Infinita Lab

Infinita Lab is a materials testing and R&D intelligence SaaS — fast, accredited testing and expert interpretation for engineering teams across semiconductors, batteries, and advanced materials. A 2,000+ lab network compresses traditional testing lead times into R&D-cycle speed.

R&D TechMaterials ScienceSaaS
Pradyumna Gupta

Chief Executive Officer & Founder

Pradyumna Gupta

Infinita Lab

Founder and Chief Scientist making accredited materials testing radically accessible. Operates a 2,000+ lab network to accelerate R&D in semiconductors, batteries, and advanced materials — compressing months of lead time into engineering-cycle speed.

LinkedIn

BVC ENGAGEMENT

A three-step process inside Infinita Lab

Benchmark, Rebuild, Compound — sequenced deployments, not recommendations.

STEP 1 — BENCHMARK

Quantify the data + ops opportunity

BVC ran the Data Maturity Assessment and GTM Efficiency Audit. Identified proprietary value hidden inside 2,000+ lab network data, mapped leakage in delivery cycle time, and ranked the highest-ROI interventions across revenue, product, and cost — prioritized by EBITDA impact.

Benchmark · Gap ScanData Maturity30%Cycle-Time Efficiency38%Network Data Leverage20%GTM Repeatability52%BVC benchmarkOutput → prioritized remediation map (EBITDA-weighted)
SAASMACHINE™ · INSTALLEDREVENUEENGINEGTM EngineeringEnterprise MotionOutcome PricingCOSTENGINEOffshore SubstitutionAI Report GenVendor CompressionPRODUCTENGINEData Moat BuildAI-Native WorkflowsRetention Loops
STEP 2 — REBUILD

Data Moat + GTM + AI-native delivery

Deployed Data Moat Build — warehouse, governance, and quality discipline converting lab-network data into a proprietary asset. Layered GTM Engineering for a structured enterprise motion and AI-Native Workflows for cycle-time compression on reports. BVC operators embedded inside Infinita, not advisory.

STEP 3 — COMPOUND

Network economics + NRR expansion

Installed metrics infrastructure for unit economics across customer segments and built retention loops tied to R&D workflow embedding — every engagement deepens rather than churns. Margin improved through process automation, and proprietary testing data compounds into a durable structural moat.

NRR · ARR COMPOUNDProduct-paced ↑130%115%100%85%NRR >110% targetBaselineData moatGTM motionRetention loopsCompoundR&D-embedded retention compound

Research

BVC Insights

100 essays on value creation in PE-backed SaaS — one per operating problem, grounded in portfolio evidence.

Browse All Insights →
Building Durable B2B Software Businesses That Compound Value Over Time
BenchmarkRebuild

Building Durable B2B Software Businesses That Compound Value Over Time

If you are honest, most B2B software businesses do not break. They drift. Revenue grows, but operating discipline erodes. Costs rise faster than value. Execution varies by team. At some point, growth hides structural weakness instead of proving strength. Durable B2B software businesses look different. They compound value year after year. They keep margins, cash Read more

Discipline as the Ultimate B2B Software Growth Advantage
Compound

Discipline as the Ultimate B2B Software Growth Advantage

If you run a B2B software company, you do not lack ideas. You likely do not lack opportunity. You lack B2B software discipline at scale. Discipline sounds dull compared with product innovation or category creation. Yet it is the one advantage competitors struggle to copy. Capital is abundant. Features spread fast. Hiring is global. But Read more

Why B2B Software Valuations Collapse Without Discipline
Benchmark

Why B2B Software Valuations Collapse Without Discipline

You often hear about multiple expansions and category leadership. You see the pitch decks, the growth curves, the logo slides. Then you watch B2B software valuation risk show up in a single quarter when discipline breaks. Revenue misses, cash burn, or churn suddenly reprice the story. As an investor, you do not control the product. Read more

Pre-Exit Optimization for Founder-Led B2B Software Companies
Compound

Pre-Exit Optimization for Founder-Led B2B Software Companies

If you run a founder-led B2B software company, exit talk often arrives before your business is truly prepared. Buyers expect clean numbers, disciplined execution, and clear valuation drivers. You bring product and customer insight. They bring a spreadsheet and a risk lens. The gap between those two views often shows up in the price. B2B Read more

Portfolio

Other BVC portfolio companies

Five acquisitions. One operating framework. Revenue, Cost, and Product levers deployed across every sector.

View Full Portfolio →
Vorro
Healthcare SaaS · Florida

AI healthcare solutions that reduce manual work, improve clinical visibility, and enable smarter decision-making through data integration.

Learn more →
Cadient
HR Tech · North Carolina

AI-powered high-volume hiring platform with SmartSuite™ for predictive candidate assessment and hiring quality at scale.

Learn more →
CV3
eCommerce SaaS · Florida

AI eCommerce platform driving performance-based growth through data intelligence, automation, and continuous optimization.

Learn more →
Agrim AI
Enterprise AI · Global

Custom AI solutions and automation through AgrimOS — an enterprise transformation platform for AI-native operations.

Learn more →