6Active Forecasts
4On Track
1Accelerating
1Early Stage
Active Forecasts
Each forecast below shows: original thesis, status, conviction, and dated evidence updates. New evidence appended with date stamp.
| # | Prediction | Status | Conviction | Target Date | Latest Evidence (July 18, 2026) |
|---|---|---|---|---|---|
| 1 | India AI startup funding to exceed $2B in FY27 Thesis: H1 2026 at $1.067B (+33% YoY); Sarvam $1.5B + Emergent $1B+ unicorns signal capital inflection. FY25 total ~$1.6B. Pace suggests $2B+ achievable. |
On Track | High | Mar 2027 | Jul 18: H1 2026 at $1.067B (+33% YoY, 67% of FY25 total); Sarvam AI $1.5B valuation ($234M raised mid-Jun, disclosed Jul 16, HCLTech ~$150M lead); Emergent $1B+ ($130M Series C Jul 2026). Two unicorns in weeks. ET/Venture Intelligence (Jul 11); CNBC (Jul 16); Economic Times (Jul 17). |
| 2 | TCS AI revenue to hit $3B+ run-rate by FY27 Thesis: Q1 FY27 at $2.6B+ run-rate; $9.5B order book; FDE hiring 5,900-8,900 signals deep pipeline. NASSCOM estimates India IT AI services at $10-12B. |
On Track | High | Mar 2027 | Jul 18: Q1 FY27 AI revenue $2.6B+ run-rate (TCS results Jul 10); Order book $9.5B; FDE hiring target 5,900-8,900 announced Jul 13 signals pipeline depth; AI hiring 16% of IT vacancies (+16% YoY, Naukri Jul 6). TCS results (Jul 10); Moneycontrol (Jul 13); Naukri (Jul 6). |
| 3 | Indian IT sector net headcount growth returns positive in FY27 Thesis: Two years of reductions reversing. TCS Q1 +2,356; FDE target 5,900-8,900; Tech Mahindra campus hiring restart; AI hiring 16% of vacancies (+16% YoY) vs -3% overall IT. |
On Track | Medium-High | Mar 2027 | Jul 18: TCS Q1 net +2,356 headcount (Jul 10); FDE target 5,900-8,900 (Jul 13); Tech Mahindra campus hiring restart confirmed (Jul 16, Moneycontrol); AI hiring 16% of IT vacancies (+16% YoY vs -3% overall, Naukri Jul 6); 50% talent gap persists (4.2L supply vs 6L demand). TCS results (Jul 10); Moneycontrol (Jul 16); Naukri (Jul 6). |
| 4 | Sovereign AI model (Sarvam) to become default for govt/regulated workloads Thesis: HCLTech $150M strategic equity + IndiaAI compute + MeitY advisory + India-EU TTC governance + 40% chip subsidy = converging sovereign stack. Procurement conditions shifting to data residency + non-US/Chinese supply chain. |
Medium-High | Dec 2026 | Jul 18: Sarvam AI $1.5B valuation, HCLTech ~$150M lead of $300M round (NVIDIA, Accel), disclosed Jul 16 (Economic Times, CNBC); thevam105B serves 10M+ API calls/day on IndiaAI compute; ICAI MoU 50K+ CA upskilling; MeitY 7 sutras (non-binding) + AI law consultations (6 firms, 760+ proposals); India-EU TTC (Jul 16) AI governance WG aligns with EU AI Act; 40% chip subsidy for research bodies/ministries (Jul 11); Jal Shakti ministry directed CWC/CGWB/NWIC to engage IndiaAI + MeitY cybersecurity (Jul 15). Economic Times (Jul 17); Liberty Lexicon (Jul 16); ANI (Jul 16); PIB (Jul 16). | |
| 5 | Chinese open-weight models to sustain >25% US developer token share through 2026 Thesis: DeepSeek V4-Flash $0.14M/1M input vs GPT-5.6 Sol $5M (35x); OpenRouter 30-46% weekly share since Feb 8 (floor 30%); Lindy 100% Anthropic→DeepSeek switch validates production use at scale. Self-hosted architecture hedges API risk. |
On Track | High | Dec 2026 | Jul 18: OpenRouter data: Chinese models 30-46% weekly token share since Feb 8 (floor 30%, peak 46%); DeepSeek V4-Flash API ~$0.14M/1M input; Lindy case study: 100% switch from Anthropic to DeepSeek, millions saved; Z.ai GLM-5.2 27x Vercel growth week 1; US govt considering Chinese AI API restrictions. India self-hosted DeepSeek avoids API risk and is India-localised. CNBC (Jul 7); OpenRouter; Brookings; Lindy; IntuitionLabs.ai (Jul 17); CostGoat (Jul 17). |
| 6 | UP to operationalise 1GW+ data centre capacity by FY28 Thesis: UP DC Policy targets 2GW / Rs 2L cr / 50K jobs GPU-ready; Rs 21,343 cr / 644 MW baseline committed; State competition (Maharashtra, Karnataka, Telangana, UP) driving faster deployment than central policy alone. Power availability and skilled facility management now bottleneck, not policy intent. |
Early Stage | Medium | Mar 2028 | Jul 18: UP Cabinet policy target 2GW GPU-ready (Jul 7); Rs 21,343 cr committed, 644 MW pipeline baseline; State competition accelerating pace; IndiaAI 45,000+ GPUs MeitY-managed (Sarvam primary user); NASSCOM 1,700+ GCCs driving 7-9% YoY AI workload DC demand; MeitY GPU demand estimation across ministries underway (Jul 9). Current India total ~1 GW operational; UP 2GW target would ~triple national capacity over 5-7 years. Moneycontrol (Jul 7); LiveMint (Jul 9); Business Standard (Jul 15); ANI (Jul 11). |
Resolved / Archived Forecasts
| Prediction | Resolution | Resolved Date | Outcome Note |
|---|---|---|---|
| India AI startup funding to exceed $1B in FY26 | Resolved — Correct | 2026-03-31 | FY26 actual ~$1.6B (ET/Venture Intelligence); Sarvam $234M + Emergent $130M + other rounds. |
| TCS AI revenue run-rate to exceed $2B by Q1 FY27 | Resolved — Correct | 2026-07-10 | Q1 FY27 reported $2.6B+ run-rate (TCS results Jul 10). |
| Nifty IT to outperform Nifty 50 in H1 2026 | Resolved — Correct | 2026-06-30 | Nifty IT +12% vs Nifty 50 +4% H1 2026; earnings resilience + AI services demand. |
| Indian IT sector headcount to decline in FY26 | Resolved — Correct | 2026-03-31 | FY26 net reduction ~15K across Tier 1; TCS -2 quarters before Q1 FY27 reversal. |
| DeepSeek V3 to reach >20% OpenRouter share by Jun 2026 | Resolved — Exceeded | 2026-06-30 | DeepSeek V4-Flash hit 30-46% weekly share since Feb 8; floor 30%. |
Forecast Methodology
Status Definitions
- On Track: Evidence since forecast issuance supports thesis; no material contradictory signals.
- Accelerating: Evidence arriving faster/stronger than expected; conviction increasing.
- Early Stage: Thesis plausible but insufficient evidence to raise conviction; monitoring.
- At Risk: Contradictory evidence emerging; thesis may fail.
- Resolved: Target date reached or thesis definitively confirmed/falsified.
Conviction Levels
- High: Multiple independent confirming signals; structural drivers aligned.
- Medium-High: Strong signals but dependency on 1-2 key variables.
- Medium: Plausible thesis; early evidence; key uncertainties remain.
Evidence Standards
- Tier 1: Company filings, press releases, regulatory disclosures (10-K, stock exchange).
- Tier 2: Named-source business publications (Economic Times, Mint, Business Standard, Moneycontrol, Reuters, Bloomberg, CNBC, TechCrunch, WSJ, FT).
- Tier 3: Industry aggregators with methodology (Naukri, TeamLease, CIEL HR, OpenRouter, NASSCOM, SkillSyncer).
- Social/forum sources: Watchlist only, never published as fact.
Update Cadence
Forecasts updated with each daily edition when new evidence arrives. Major status changes noted in Daily Edition Forecast Tracker section. Full evidence log maintained here.