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Before Enki vs. After Enki

How Enki transforms guesswork and delays into real-time, source-backed insights.

You waste hours (or days) answering questions

that should take minutes

You chase scattered signals

digging through PDFs, pitch decks, and press releases.

You rely on internal teams or vendors to tell

you where the market is going — and wait days for data

You scramble to respond to leadership

without a clear, trusted view of what's real

You rely on gut feel, generic dashboards

or delayed vendor updates

You can't tell if a technology is truly scaling

or just making noise

You get answers in minutes

not hours or days — with source-backed clarity

You see real commercial activity

pilots, partnerships, and product launches, all in one place

You stop waiting on vendors

and lead with real-time intelligence at your fingertips

You brief leadership with confidence

backed by verified data and structured insights

You make decisions based on reality

not dashboards built on lagging or recycled data

You know what’s scaling and where

tracking deployments, not just press releases

Go to Market Intelligence for Emerging Clean Tech

Real-time signals to validate where, when, and how to commercialize clean technologies — with source-backed signals delivered in minutes, not months

Answer complex trade-off questions in minutes — not hours

Compare technologies, costs, regulatory fit, and readiness without digging through PDFs, reports, or scattered links.

Stay ahead of infrastructure and policy shifts

Monitor regional developments, incentives, and regulatory moves that directly affect your go-to-market timing and strategy.

Validate strategic decisions with real commercial signals

Use live, source-backed insights to support go/no-go choices, thesis development, and long-term planning — not assumptions.

See who’s moving first — and why

Track which companies, regions, and technologies are leading — based on real partnerships, pilots, and deployments, not just headlines.

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Spot. React. Win.

Track commercial moves as they happen — and act before your competitors do.

Stay ahead of the competition by spotting strategic moves

Track pilots, partnerships, investments, and product launches in real time — so you never miss the moment to react, reposition, or partner first.

Map ecosystems and uncover hidden opportunities

See how companies, technologies, and markets are connected — and find whitespace your competitors haven’t reached yet.

Save hours of research and get a complete picture in seconds

Skip the PDFs, pitch decks, and Google rabbit holes. Enki delivers structured, source-backed intelligence — instantly.

Brief leadership with clarity and confidence

Back every insight with trusted sources — so you can make recommendations that are fast, focused, and verifiable.

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Follow the Infrastructure, Not the Hype

Track clean tech buildouts in real time — and see which technologies are actually scaling.

See what's scaling — without the noise

Spot which technologies and emerging applications are being built, where, and by whom — based on actual deployments, not media hype

Track growth year-over-year

Use Enki’s date filters to compare deployments over time — and see if tech adoption is accelerating or stalling.

Save hours of manual research

No more building spreadsheets or scanning PDFs. Just set your filters and ask — Enki finds the projects and backs them with real sources.

Inform high-stakes decisions with infrastructure data

Deployments are multi-billion-dollar commitments. Use them to brief leadership, validate strategy, and de-risk investment.

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Why Enki Beats Traditional Market Intelligence

Most tools weren’t built for how strategy, product, and market teams actually work — under pressure, with little time, and high stakes.

Category Capability Enki Traditional Reports + Google Generic AI (ChatGPT) Consultancies AI Market Platforms
🕒 Access & Speed Pricing $ $$$ $ $$$$ $$$
Real-time data ✅ Live signals from deployments ❌ Reports months old ❌ No live data ❌ Consultant cycle delays ⚠️ Often delayed
Time to insight ✅ Minutes, not days 🐢 Days to months ⚡ Instant (but vague) 🐢 3–6 months ⚠️ Days to weeks
Iteration speed ✅ Instant re-asks, no bottlenecks ❌ Must wait for new report ⚠️ Manual re-prompting ❌ Requires new engagement ⚠️ Limited flexibility
🎯 Strategic Fit Built for clean tech ✅ Purpose-built for energy markets ❌ Generic reference ❌ Not domain trained ⚠️ Consultant-dependent ❌ Finance-first
Focus on commercialization signals ✅ Tracks pilots, partnerships, installs ❌ Not covered ❌ Not visible ⚠️ Indirect, interview-based ⚠️ Analyst-prioritized
Decision-ready output ✅ Structured and linked to action ❌ Unstructured PDFs ❌ Unverified and vague ✅ Polished but slow ❌ Often too high-level
🧩 Ease of Use Plain language input ✅ No prompting required ❌ Must interpret documents ⚠️ Requires careful prompting ✅ Direct client engagement ⚠️ Menu-limited
Structured summaries ✅ Analyst-style synthesis ❌ User must extract manually ❌ No summary layer ✅ Delivered insights ⚠️ Chart-first, little narrative
Customizable by segment ✅ Query by company, tech, region ❌ Static segmentation ❌ Limited by prompt scope ✅ Tailored by scope ⚠️ Depends on analyst coverage
🔎 Trust & Transparency Source-backed answers ✅ Every insight linked to source ❌ Little to no citation ❌ No verification ⚠️ Varies by consultant ⚠️ Limited access to source data
Verifiable insights ✅ Click-through evidence ❌ Hard to verify ❌ Fabrication risk ⚠️ Not always disclosed ⚠️ Analyst assumptions
Analyst-grade synthesis ✅ Summarizes what matters ❌ Too much noise ❌ No prioritization ✅ Yes (but slow) ⚠️ Requires internal analyst team
🌍 Coverage & Relevance Tracks niche verticals (SOFC, DAC, etc.) ✅ Full ecosystem visibility ❌ Focused on mainstream only ❌ Limited market understanding ⚠️ Consultant expertise required ⚠️ Limited clean tech depth
Ecosystem mapping ✅ Company + tech + commercial links ❌ Scattered sources ❌ No mapping capabilities ⚠️ Report-dependent ⚠️ Analyst-defined relationships
Deployment visibility ✅ Largest projects auto-tracked ❌ Only in headlines or buried ❌ Not available ⚠️ Project-by-project manually ⚠️ Infrequent updates

Frequently Asked Questions

No. We never use your queries, documents, or activity to train Enki or any other model. Your data stays private and secure.

Not at all. Just ask in plain language — like “Who’s scaling SOFC in maritime?” — and Enki delivers structured, source-backed answers instantly. No prompt hacks or templates required.

No training needed. Enki works out of the box using live commercial signals. You’ll get insight from pilots, deployments, filings, and more — without setup.

GPTs are built for general-purpose use. Enki is purpose-built for clean tech market intelligence:

  • Real-time public data
  • Structured answers (pilots, deployments, partnerships, investments, JVs, MoUs)
  • Verified sources
  • No hallucinations or outdated summaries

Yes, but it’s not self-serve yet. If you need to upload internal documents like PDFs or pitch decks, please reach out to erhan at enkiai.com to get set up.

Every answer in Enki links back to a trusted public source — whether it’s a regulatory filing, pilot announcement, or press release. You can trace every insight to its origin.

Enki pulls from real-time public signals:

  • Press releases
  • Regulatory filings
  • Pilot deployments
  • Product launches
  • Market disclosures
  • News is continuously refreshed — no static PDFs or analyst cycles.

Enki’s accuracy is typically 90–95%, and every answer links to a source. That said, for high-stakes presentations, we recommend reviewing the data directly.

Just ask. Enki isn’t a static database — it searches live public data every time. If the data is out there, Enki will surface it.

Everything you can describe. Enki doesn’t rely on rigid terminology or filters — it interprets your question dynamically and captures what’s relevant.

It covers a wide range including: DAC, SOFC, hydrogen, e-fuels, batteries, CCUS, ammonia, and other emerging sectors.

Yes — every response comes with a “source trail” so you can verify where each insight came from and explore deeper if needed.

Enki focuses on what’s happening now — not what was published months ago.

  • AlphaSense = documents only, no synthesis
  • Rystad/BNEF = analyst-curated, slower to update
  • Enki = real-time, self-serve, and directly sourced

Yes. You can export insights, copy links, or use team features to collaborate and track answers together.

For a limited time, get full access to Enki Research Assistant for $200/year.
Join early to lock in premium access before prices go up.
No setup. No commitment. Just real-time clean tech intelligence — at a fraction of the usual cost.

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