Lium
AI for real-world data work
A conversational AI platform that makes complex data work ridiculously easy. Lium writes the code, builds tools, blends datasets, and turns ad-hoc analysis into repeatable workflows.
Why this product exists.
Subsurface logs, satellite feeds, lab benches, power grids, finance, marketing — every dataset lives in its own silo with its own identifiers.
One analyst figures it out, ships the chart, then leaves. The workflow disappears with them and the next person starts from zero.
Your moat only matters if something can actually reason over it. Spreadsheets and PDFs are not a moat.
Six-month ramp, six-figure salaries, and they still can't touch your weird internal formats.
What Lium delivers.
Talk to Lium in natural language. It writes the code, builds the tools, blends the data, and ships knowledge outputs.
Normalizes identifiers across datasets that were never meant to talk to each other — structured records and extracted documents in parallel.
Plans, datasets, tools, and outputs stay connected across sessions. One researcher's methodology becomes permanent team infrastructure.
Subsurface to satellite. Lab bench to power grid. Finance to marketing. The harness is domain-agnostic.
From chaos to clarity.
- 01Connect your data
Plug in structured records, extracted documents, sensor feeds, spreadsheets — whatever format the real world handed you.
InputsWell logs + seismic + production CSVs + scanned reports - 02Ask in natural language
Describe the question the way you'd describe it to a colleague. No SQL, no Python, no notebooks.
Prompt"Find every well in the basin with declining output that correlates with the 2019 fracking change." - 03Lium writes the code & tools
Behind the scenes Lium generates the queries, normalizes identifiers, and builds the analysis tools it needs to answer.
OutputRepeatable pipeline + chart + ranked list of 38 wells with citations - 04Ship it as a repeatable workflow
Save the run as a workflow the rest of the team inherits. Next quarter it runs in one click instead of three weeks.
ResultMulti-day manual screening → repeatable workflow
See it in action.
Invest in better results.
- Conversational data work
- Limited runs
- Connect sample datasets
- No credit card required
- Bring your own data sources
- Repeatable workflows
- Shared sessions & outputs
- Priority support
- SOC-friendly deployment
- Private deployment options
- Custom integrations
- Dedicated solutions engineer
- SLA & security review
- Onboarding for whole teams
🛡 Enterprise pilots available · cancel anytime
From "kinda works" to "wow".
"Lium turned a 3-week screening project into a 40-minute conversation. The workflow now runs itself every quarter."
"It's the first tool that actually respects how messy real research data is. Nothing else gets close."
"We stopped trying to hire a data team and started shipping insights with the team we already had."
Frequently asked.
- What does Lium actually do?
- What kinds of data can I connect?
- Do I need to know SQL or Python to use Lium?
- How is this different from ChatGPT with file upload?
- Can workflows be re-run on new data?
- Is my proprietary data safe?
- Which industries is Lium being used in today?
- How do I start a pilot?
Full answers live on www.lium.ai/ — go see it.
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