Intelligent machines
for complex problems

From data to insights—delivered in minutes, not months.

Local or CloudBYO LLMAI swarms

Structured intelligence across industries

Deep tech verticals where intelligent systems generate real, measurable value.

Portfolio Intelligence

Uncorrelated insights

Hedge FundsAsset ManagersResearch

Build insight graphs from SEC filings, earnings calls, and alternative data. Generate alpha with custom knowledge graphs and insight agents.

Knowledge
SEC Filings
Earnings
News
Research
Transcripts
Graph
Insight
+24%
Signal
Strong
Action
Buy

Asset Development

Energy & infrastructure

PE FirmsUtilitiesDevelopers

Optimize infrastructure projects, energy markets, and grid dynamics based on public data, permitting, capacity, and offtake agreements.

NPV
+$2.4M
LCOE
$48/MWh
CAPEX
$7.7M

Operations

Asset intelligence

Fleet OpsTrading DesksGrid Operators

Connect sensor data to optimize operations in real-time. Intelligent systems for trading, logistics, and resource allocation.

3D Digital Twin visualization
Efficiency
94.2%
Output
+18%
Actions
12

Brownfield Expansion

Asset optimization

Asset OwnersOperatorsInvestors

Unlock value from existing infrastructure. Identify optimization opportunities, efficiency gains, and expansion potential.

Energy Flow Diagram
Assets
3 sites
NPV
+$4.1M
Gain
+14%
Products

Stackable intelligence, ready to deploy

Start with our AI-powered apps. No code customization for your operations.

Flow

Research that runs itself

A standing question on a loop: the data, the models and a live brief improve themselves on a schedule — every run versioned, every number sourced, every call scored.

Data
→
Models
→
Interface
What changed · daily

Hyperthesis

Living research theses

Create living theses that research themselves and stay current. AI-powered research that tracks sources and generates change summaries.

Hyperthesis

Dash

Insights notebook

Build agentic workflows that generate insights while you sleep. Open-source base layer, stackable tools for your team.

Dash

Pulse

News intelligence feed

AI-powered news intelligence that curates, analyzes, and delivers insights. Real-time signal detection and automated briefings.

Pulse

Data Packs

Licensed data streams

Licensed, structured data streams mapped onto your ontology as they arrive. RSS, but for structured data.

Coming soon
Research

Our research

Exploring the intersection of AI and deep tech.

Platform

Unified data,
layered intelligence

A composable workspace that grows insights—add data pipelines, deploy workflows, and build agents.

Connected ecosystem

Your data hub at the center of everything. Seamlessly connect all your tools and services.

📊📁❄️🐘📧📈🔗⚡🌐💬📋🔒

Automated ingestion

Stream data from multiple sources into a unified semantic engine with insight and action workflows that generate value in minutes.

Data
Engine
Action
⚡APIDatabase📄Files◈Enrich dataUpdate paramsActions• Send monthly report• Update CRM• Send Alert

Dynamic workflows

Build multi-step automation with branching logic. Chain AI tasks that adapt based on outputs.

Earnings call↑Enrich dataUpdate params:EarningsActions→ Sendmonthly report→ Updatedashboard→ Notifyteam

AI-powered enrichment

Augment internal data with verified external sources. Full traceability and citation for every insight generated.

Enriched
thesis/acme_investment.md
12-Revenue growth estimated at 15-20%
12+Revenue growth confirmed at 23% YoY
14-Series B funding: TBD
14+Series B closed: $45M (Oct 2024)
companies/tesla.db
+5-3params
markets/energy_sector.db
+8-12params

Agent swarms

Multiplayer agents transforming fragmented data into actionable insights.

4 agents active
Swarm ID: sw_8x2k
Research Agent
Analyzing SEC filings...
+5-3docs
● running
Data Agent
Enriching 847 records
+8-12params
● running
Summary Agent
Generated 12 insights
+12insights
done
Alert Agent
Monitoring 3 triggers
idle

Opportunity identification

Spot market opportunities across your data. AI-powered benchmarking with peer analysis and position tracking.

Market opportunities
Top quartile142 peers analyzed
Valuation
+$4.2M
Growth
+23%
Your position
92nd percentile

Actionable insights

Surface hidden connections across your knowledge base. AI-generated insights with evidence trails.

4 suggestions
2 new
Reduce ACME position
Concentration exceeds 15% threshold
-8%Risk
Update DCF model
New guidance: Rev +12% → NPV $847M
+$42MNPV
Enriched 23 records
Missing fields populated from SEC
+94%Accuracy
Consolidate data feeds
3 redundant Bloomberg terminals
-$2.4KCost/mo

Data pipeline licensing

Monetize your data with built-in licensing. Track usage, revenue, and API consumption in real-time.

Pipeline
License
Revenue
Users
market-data-feed
ON
$12.4K
847★
enrichment-api
ON
$8.2K
523★
analytics-stream
OFF
$0
—
insights-webhook
ON
$3.1K
156★

We partner and invest in
deep tech operators

Building AI workflows that optimize operations, increase margins, and unlock value.

Consulting

Fixed-scope builds

We become your AI department. Scoped engagements to automate workflows, build data pipelines, and deploy intelligent systems. You pay for the build, you own the result.

Workflow automation & optimization
Custom AI agent development
Data pipeline architecture
Fractional AI team

Venture Building

Shared upside

We invest our time, our capital, our systems. We fix workflows, increase margins, and productize the system—then scale it across the vertical. We win when you win, and you win as we scale the vertical.

We invest our own time & capital
Build, operate & productize
Shared equity or revenue upside
One vertical, scaled across operators

Ready to unlock insights?

Join leading investment and strategy teams building on Energia.