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From innovation scoring to market prediction, our suite of tools provides the insights you need to navigate the complexities of the startup ecosystem.
From innovation scoring to market prediction, our suite of tools provides the insights you need to navigate the complexities of the startup ecosystem.
Connect with incubators, find research equipment, and stay updated with the latest industry news and government policies to accelerate your growth.
Our intelligent system scours the ecosystem to bring you the most relevant and valuable deals, tailored to your innovation's needs.
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Complete UDAS Scoring, PE Market Prediction, R&D Integration, and Funding Alignment
UDAS Score: Rates innovation across **U**tility, **D**isruption, **A**doption, **S**cale.
Funding Alignment: Maps your UDAS score to Seed→Scale→VC→PE→Pre-IPO→IPO stage readiness.
PE Predictor Context: Shows which Top-10 PE-market forecasters align with your stage.
Civilization Impact: Kardashev scale & futurology alignment assessment.
Platforms forecasting cash flows, NAV evolution, and exit timing for private equity funds, aligning operational data with financial outcomes.
| Rank | Platform | Forecast Object | Data Spine | Model | Refresh | User Base |
|---|---|---|---|---|---|---|
| 1 | CEPRES | Capital-call, distribution & NAV per fund/vintage | 10k+ PE funds, 140k deals, daily macro | Monte-Carlo cash-flow + factor stress | Daily | Top-20 pensions, LPs |
| 2 | AlternativeSoft APA | IRR, DPI, RVPI fan charts 1-5yr | Preqin, Burgiss, HFR, Bloomberg, GP reports | Stochastic cash-flow + vintage regression | Weekly | 200+ LPs, consultants, FOs |
| 3 | PitchBook Quant | Median vintage IRR & exit-timing bands | 120k funds, 450k deals, 38k exits | Deterministic regression + public proxy | Quarterly | 9k VC/PE users, banks |
| 4 | Preqin Pro | Vintage-year IRR & DPI forecast | 20yr cash-flow library, 18k funds | Historical analogue regression | Monthly | LPs, gatekeepers, FoFs |
| 5 | Burgiss MRM | 1-yr IRR & NAV-at-risk, capital-call prob | 1800 buyout funds, 60k NAV snapshots | Factor-based Monte-Carlo (style+macro) | Weekly | Large US pensions, SWFs |
| 6 | MSCI Barra | 1-5yr volatility, beta, drawdown | Fund-level style vs 40k public stocks | Factor replication + GARCH stress | Daily | Asset-owners using MSCI |
| 7 | Hamilton Lane | Vintage IRR heat-map & exit-window prob | 8400 funds, 11k transactions | Vintage analogue + exit-rate model | Quarterly | HL clients, CIOs |
| 8 | StepStone | Vintage cash-flow & return simulation | StepStone fund data + Preqin feeds | Three-scenario cash-flow model | Quarterly | StepStone advisory LPs |
| 9 | BlackRock Aladdin | NAV stress, capital-call timing | Aladdin universe + fund cash-flows | Macro-factor stress + liquidity model | Daily | BlackRock clients |
| 10 | SVB/PitchBook Lite | Quarterly vintage-IRR fan chart | SVB portfolio + PitchBook set | Simple regression vs multiples | Quarterly | SVB Capital & early VC |
These entities ingest wet-lab, pilot, or operational KPIs and feed them into PE cash-flow & NAV models. Each performs a distinct, non-duplicated step in the R&D-to-PE workflow.
| # | Legal Entity (Product) | Workflow Section (Input → Output) |
|---|---|---|
| 1 | SIGHT BV – Incubator OS | Wet-lab & pilot-plant sensor ingestion → manufacturability score → 3-yr CAPEX curve API-push to PE cash-flow model |
| 2 | TetraScience, Inc. – Data Cloud | Instrument telemetry lake → TRL-velocity algorithm → revenue-start date forecast exported to eFront risk engine |
| 3 | Benchling, Inc. – Lab Automation | DNA construction & assay QC data → COGS-at-scale cost curve → API feed into Chronograph NAV predictor |
| 4 | ResoluteAI Software, Inc. – Synapse | Patent/clinical-trials sentiment mining → probability-of-approval & time-to-regulatory forecast → CSV mapping to CEPRES exit-scenario layer |
| 5 | LabVoice, LLC / Elemental Machines, Inc. | Voice-captured lab notes + IoT temp/pressure/shaker feeds → yield-at-scale learning-rate model → KPI stream into AlternativeSoft opex-scaling variable |
| 6 | Allvue Systems Holdings, Inc. – Portfolio Monitoring | Budget-vs-actual KPI ingestion → forward IRR & exit-window probability → single data-lake for GP/LP reporting & board packs |
| 7 | Chronograph, Inc. | Company KPI dashboard → exit-timing score & public-comps drift → predicted NAV / exit proceeds pushed to LP portal |
| 8 | BlackRock eFront S.A.S. | Bottom-up company budgets → roll-forward fund cash-flow & NAV forecast → API into Aladdin or client BI for DDQ & LP packs |
| 9 | Uncountable, Inc. – R&D LIMS | Formulation DOE & stability limits → design-space success % → gross-margin uplift CSV auto-imported into SourceScrub target memo |
| 10 | Citrine Informatics, Inc. | Materials-genome AI on lab-to-pilot data → time-to-target-property & yield probability → yield curve feed into CB Insights Mosaic revenue proxy |
Global and Indian companies leasing space-grade tools and R&D facilities on hourly/monthly basis. Use the filter to refine results.
| Company / Incubator | Country | Key Leasable Equipment | Usage Model & Pricing | Remote / On-Site |
|---|---|---|---|---|
| Medace (ESA partner) | Netherlands | Vacuum chambers, 3-D bio-printers, vibration tables, clean-room hoods | Bench lease incl. 20h core gear; thereafter €60-€120/h | Yes – staff run & stream data |
| TRS-RenTelco | USA/EU/Singapore | VNAs to 110 GHz, space-qualified power supplies, thermal chambers | 1-day – 60-month rental; calibration & logistics included | Ship-to-site; remote login N/A |
| Electro Rent | Global | 145 GHz VNA, PXI sat-AIT kits, DMMs, BER testers | Weekly or hourly; swap-out warranty | Ship-to-site only |
| LabCentral | USA | LC-MS, flow cytometry, qPCR, plate readers | Month-to-month bench; instruments booked hourly | Yes – staff execute & share data |
| MBC BioLabs | USA | Tissue-culture, microscopes, bioreactors | Hot-bench $37/h; private suite $13.5k/mo | Yes – on-site CRO team |
| Alexandria LaunchLabs | USA | Imaging, autoclave, cold-chain, greenhouse | All-in bench $1,995/mo; extras à-la-carte | Yes – video witnessing |
| Excedr | USA | Any life-sci / photonics gear (scopes, ovens, spectros) | 12-60 month operating lease; install & maint. incl. | Deliver to your site / incubator |
| IIT-Madras Research Park | India | 50 GHz VNA, vibe tables, vacuum chambers, clean-rooms | First 20h free, then ₹400-₹1,200/h | Yes – live-stream or data ship |
| Periyar TBI | India | Metal 3-D printer, small TV chamber, 9 kN shaker, 26 GHz RF | ₹250/h (incubatee) / ₹650/h (external) | Technician run & report |
| Dhruva Space | India | S/X-band 3-5 m antennas, TV chamber, vibe table, SDR | ₹6-18/min antenna pass; ₹12k/TV cycle; ₹8k/vibe axis | VPN RF feed or full AIT service |
| T-Hub + T-Works | India | 5-axis CNC, metal 3-D printer, 50 GHz SA, 3 m anechoic | 10 h free, then ₹500-₹1,500/h; credit bundles | Live-stream + operator |
| KSUM Integrated Space & Hardware Lab | India | 1 m TV chamber, He-leak, micro-vibe, 40 GHz VNA, SMT line | ₹300/h (KSUM start-ups) / ₹1,000/h (others) | Encrypted logs & video |
| Venture Center Pune | India | SEM-EDX, XPS, sputter, RGA, vacuum furnaces | ₹600-₹1,400/h (cost recovery) | Scientists run & send spectra |
| Agnikul Cosmos Factory-as-a-Service | India | Cryo test bay (3 kN), Class-8 clean-room, Al-Ti 3-D printers | ₹3 L per 30-s hot-fire; ₹1 L/week clean-room; ₹7 k/build-h | Live telemetry; full campaign mgmt |
| IN-SPACe Equipment Bank | India | ISRO surplus: vibe, TV, acoustic, RF anechoic, vacuum coater | ₹350-₹900/h + operator fee | ISRO team handles; data online |
A directory of leading accelerator programs, including residential options, offering immersive support for startups.
| Accelerator Residential Programs | Locations |
|---|---|
| Y Combinator | Global / Remote |
| Techstars | Bengaluru |
| Surge (Sequoia) | Bengaluru / Singapore |
| Axilor Ventures | Bengaluru |
| GSF Accelerator | Bengaluru, Delhi NCR |
| Microsoft for Startups | Bengaluru / Global |
Connect with experienced mentors and industry experts through these leading mentorship platforms.
| Mentorship Platform/Program | Key Features |
|---|---|
| TiE Mentoring | Global network, chapter-based mentoring, diverse industry expertise. |
| NASSCOM 10,000 Startups | Industry connects, tech mentorship, access to VCs and angel investors. |
| Startup India Mentorship | Government-backed, access to a wide pool of mentors, sector-specific guidance. |
| MicroMentor by Mercy Corps | Free online platform connecting entrepreneurs with volunteer mentors. |
| AIM-iCREST (NITI Aayog) | Focused on high-potential innovators, structured program with expert guidance. |
Understanding how UDAS alignment translates to actual fundraising mechanics, investor expectations, and capital deployment patterns at each stage.
| Stage | UDAS Threshold | Typical Check Size | Investor Focus | Key Metrics | Exit Timeline |
|---|---|---|---|---|---|
| Seed | 30-40 | $500k-$2M | Founders, idea, team quality & execution capability | MVP demo, early user traction, founder credibility | 5-7 years |
| Scale | 45-55 | $5M-$20M | Product-market fit validation, unit economics, retention | MRR/ARR growth rate, CAC:LTV ratio, churn rate | 4-6 years |
| VC Early | 50-60 | $20M-$100M | Market expansion, disruption potential, defensibility | Revenue growth rate (>100% YoY), TAM capture %, competitive moats | 4-5 years |
| PE Growth | 60-75 | $100M-$500M+ | EBITDA generation, cash flow conversion, operational leverage | Margin expansion, EBITDA/Revenue, working capital efficiency | 3-5 years |
| Pre-IPO | 75-85 | $500M-$2B+ | Public market readiness, governance, compliance, disclosure quality | GAAP profitability, S-1 disclosure quality, Sarbanes-Oxley readiness | 1-2 years |
| IPO | 80+ | $1B+ (market dependent) | Market momentum, investor demand, regulatory approval | Stock price performance, index inclusion potential, analyst coverage | Perpetual / acquisition |
Seed: 70% R&D / core tech, 20% go-to-market / founder hiring, 10% operations / infrastructure
Scale: 40% sales & marketing expansion, 35% continued R&D / product, 25% infrastructure & team scaling
VC Early: 50% international expansion & new markets, 30% product depth & adjacent features, 20% operations & back-office
PE Growth: 60% acquisitions / consolidation, 25% COGS reduction & supply chain optimization, 15% working capital & inventory
Pre-IPO: 40% compliance, audit, and governance infrastructure, 30% strategic M&A, 20% shareholder returns / buyback programs, 10% innovation R&D
IPO & Beyond: Shareholder returns via dividends/buybacks, strategic M&A for market consolidation, organic growth reinvestment, ESG & sustainability initiatives
A live feed of upcoming global and domestic opportunities. This feed automatically updates with the latest items every 5 minutes.
Below is a live feed of recent news. This feed automatically updates with the latest articles every 5 minutes. You can also use the Content Extractor to summarize any article URL.
Stay informed with the latest updates from key Indian government sources and policy research organizations. This feed automatically updates every 5 minutes.
Network with key players in the innovation ecosystem, from investors to research labs.