const { useState: useS2, useEffect: useE2, useRef: useR2 } = React; /* ============ WHY WE EXIST ============ */ function WhyNow() { const items = [ { n: "01", t: "Fragmented information", b: "Financial systems run on enormous volumes of fragmented information — filings, disclosures, market data, sector intelligence — scattered across disconnected systems.", stat: ["12,000+", "Filings indexed daily"] }, { n: "02", t: "Repetitive analysis", b: "Despite advances in technology, many institutional workflows still rely heavily on manual processes. Analysts spend hours on extraction, not interpretation.", stat: ["~70%", "Analyst time on processing"] }, { n: "03", t: "Operational inefficiency", b: "Every disconnected system is friction. Every missed filing is information a competitor may have acted on. Technology should reduce this friction — not add to it.", stat: ["1 stack", "Decision-ready intelligence"] }, ]; return (
Why we exist

Financial systems
shouldn't run on friction.

{items.map((it, i) => (
{it.n}
{it.t}

{it.b}

{it.stat[0]}
{it.stat[1]}
))}
); } /* ============ PRISM CHAT DEMO ============ */ function PrismDemo() { const script = [ { r: "user", t: "Extract key KPIs from Reliance Q3 FY26 filing and compare with prior quarter" }, { r: "prism", t: "Parsing filing (RIL_Q3FY26.pdf, 184 pages). Identifying KPIs:", chips: ["Revenue", "EBITDA margin", "Net debt", "Capex", "Segment splits"] }, { r: "prism", t: "Extracted and normalized. Δ vs Q2:", table: true }, { r: "user", t: "Now monitor for any disclosures from Jio Financial in next 7 days" }, { r: "prism", t: "Monitoring active. Tracking BSE/NSE filings, press releases, regulatory disclosures.", running: true }, ]; const [shown, setShown] = useS2(0); const containerRef = useR2(null); useE2(() => { let mounted = true; const io = new IntersectionObserver((ents) => { ents.forEach(e => { if (e.isIntersecting) start(); }); }, { threshold: 0.35 }); if (containerRef.current) io.observe(containerRef.current); function start() { io.disconnect(); let i = 0; const tick = () => { if (!mounted) return; i++; setShown(i); if (i < script.length) setTimeout(tick, 1100); }; setTimeout(tick, 400); } return () => { mounted = false; io.disconnect(); }; }, []); return (
Current product · PRISM

Ask. Extract.
Decide.

In active development

An intelligence layer for financial research.

PRISM is built to reduce the operational burden across institutional financial analysis — assisting with filing analysis, KPI extraction, sector tracking, business model understanding, regulatory monitoring, and research workflow automation.

{[ ["Filing analysis", "Annual reports, quarterly filings, presentations, disclosures"], ["KPI extraction", "Structured metrics from large financial documents"], ["Sector tracking", "Companies, industries, competitors, regulatory updates"], ["Workflow assistance", "Notes, summaries, retrieval — across your corpus"], ].map(([a, b], i) => (
{a}
{b}
))}
See PRISM in detail →
P
PRISM
intelligence layer · v0.4.2
⌘K
{script.slice(0, shown).map((m, i) => )} {shown >= script.length && (
Monitor active · 7-day window · auto-summary on event
)}
Ask PRISM about any filing, company, or sector… ↵
); } function ChatBubble({ m }) { if (m.r === "user") { return (
{m.t}
); } return (
P
{m.t}
{m.chips && (
{m.chips.map((c, i) => ( {c} ))}
)} {m.table && (
KPI
Q3 FY26
Q2 FY26
Δ
{[ ["Revenue", "₹2.41L Cr", "₹2.32L Cr", "+3.9%"], ["EBITDA margin", "17.8%", "17.2%", "+60bp"], ["Net debt", "₹1.18L Cr", "₹1.24L Cr", "-4.8%"], ["Capex", "₹38,815 Cr", "₹31,802 Cr", "+22.0%"], ["Jio ARPU", "₹181.7", "₹181.7", "flat"], ].map((r, i) => (
{r[0]}
{r[1]}
{r[2]}
{r[3]}
))}
)} {m.running && (
watching: BSE · NSE · press · regulator…
)}
); } /* ============ APPROACH ============ */ function Team() { const disciplines = [ { n: "AI Systems", d: "Agents, retrieval, structured extraction, reasoning over financial documents." }, { n: "Software Engineering", d: "Reliable systems and infrastructure built to institutional standards." }, { n: "Financial Understanding", d: "Domain depth across filings, markets, and operational workflows." }, { n: "Computational Research", d: "Modeling, optimization, and forward-looking computational paradigms." }, ]; return (
Our approach

Four disciplines.
One integrated team.

We combine AI systems, software engineering, financial understanding, and computational research to build technologies that solve real operational and analytical problems in finance.

{disciplines.map((p, i) => (
0{i + 1}
{p.n}
{p.d}
))}
); } /* ============ FUTURE / VISION ============ */ function FutureDirections() { const items = [ { tag: "FUTURE · 01", t: "Algorithmic Trading Infrastructure for Retail Participants", d: "Systems that enable retail participants to research, ideate, backtest, and execute sophisticated quantitative strategies through accessible institutional-style infrastructure. Our long-term vision is to reduce the technological gap between institutional and individual market participants." }, { tag: "FUTURE · 02", t: "Quantum & Advanced Computational Research", d: "Researching future computational approaches for financial optimization, portfolio construction, and large-scale decision systems — including the potential applications of quantum computing in solving complex financial problems." }, ]; return (
Future directions

Where this goes next.

{items.map((it, i) => (
{it.tag}
{it.t}

{it.d}

))}
); } /* ============ CONTACT ============ */ function Contact() { const [sent, setSent] = useS2(false); const [error, setError] = useS2(null); const [form, setForm] = useS2({ name: "", email: "", role: "", msg: "", accept: true }); return (
Contact

Build with us.

Whether you're modernizing legacy workflows, deploying AI into production, or building operational infrastructure from the ground up — we'll help you design and ship systems engineered for the real world.

{[["Email", window.QS_CONFIG.EMAIL], ["LinkedIn", window.QS_CONFIG.LINKEDIN_HANDLE], ["Location", window.QS_CONFIG.LOCATION_MAIN]].map(([a, b], i) => (
{a}
{b}
))}
{ e.preventDefault(); setError(null); const btn = e.target.querySelector('button[type="submit"]'); if (btn) { btn.disabled = true; btn.innerText = "Sending..."; } try { const res = await fetch('/api/contact', { method: 'POST', headers: { 'Content-Type': 'application/json' }, body: JSON.stringify({ source: 'Send us a note', ...form }) }); const data = await res.json(); if (res.ok && data.success) { setSent(true); } else { setError(data.message || "Failed to send message."); } } catch(err) { console.error(err); setError("An unexpected error occurred. Please try again."); } finally { if (btn) { btn.disabled = false; btn.innerHTML = 'Submit →'; } } }} style={{ background: "var(--ink-2)", border: "1px solid var(--ink-3)", borderRadius: 16, padding: 32 }}> {sent ? (
✓
Message received.
We'll get back to you within 48 hours.
) : ( <>
// Send us a note
{error && (
{error}
)}
setForm({...form, name: v})}/> setForm({...form, email: v})}/> setForm({...form, role: v})} placeholder="e.g. Head of Research at..."/> setForm({...form, msg: v})} textarea/>
)}
); } function Field({ label, v, onChange, textarea, placeholder }) { return (