Domain-aware
Learns your business, schemas, and context. Reasons like a senior analyst
End-to-end data science · Autonomous · Reproducible
Autonomous Data Agents
for Enterprise Teams
10x your Data team productivity
Connect to datasets. Get production-grade Data Science,
Analytics, and BI — 50× faster than human teams.
Schedule POC → Get up to 8hrs with our data scientists · $2000 value
acc_8a31
NPS 8
p=0.81
Already in POC with teams that can't afford to be wrong.
Accuracy
72.12% vs 55.83%
Time per task
3 min vs 150 min
Cost per task
up to 80% lower
Datasets in.
Data science out.
Autonomous agents that run the full data project loops.
Supervised by senior data scientists. 2 days — instead of 2 months of hiring.
step 1
Connect to data
Connect your data, provide context, set goals and expectations.
step 2
Maps & executes
Structures datasets, generates code, cleans data, explores, and analyzes.
step 3
Packages outputs
Produces reproducible notebooks, scripts, models, and visualisations.
step 4
Delivers insights & decisions
Generates findings, charts, and publication-ready summaries.
Project-specific
Adapts to each brief, goal, and metric.
Same AIUS, different engagement.
Easy to onboard
Up to speed in minutes, not weekly sprints.
Easy to brief, easy to redirect.
Work just gets done.
Data debt doesn't pile up.
AIUS absorbs the volume, complexity, and noise — so your team stops drowning.
speed
Hours, not weeks
Down to 1 hour per dataset vs. 3–15 days by hand. The backlog stops compounding.
capacity
No baby-sitting juniors.
No endless preprocessing. No data engineers.
Seniors work on senior problems.
cost
Fraction of the cost
Scope of half a Data Science team,
at a fraction of the fully-loaded cost.
Deploy AIUS to your own datasets.
Book a call
Schedule POC:
Get up to 8hrs with our data scientists
$2000 value
Measured on real-world data.
Human DS baseline 76%
KramaBench, real-data challenge
104 tasks · 1.7 GB across 6 domains
messy mixed files · no oracle file selection.
Time per task
50× faster
3 min vs 150 min (AIUS vs domain experts)
Cost per task
60× less
$3.67 per task vs ~$220 with domain experts
Human data scientist
Speed: 1x
Notebooks. Code troubleshooting. Library management. Data complexity & volume outpacing humans.
Human DS + coding agents
Speed: 5-15x
Burns time and creates chaos. Hallucinates. Forgets context. Violates standards. Subjective, fragile outputs.
AIUS
Speed: 15-50x
Reproducible outputs grounded in your context. Top-notch data processing → Decision-ready outputs. 9+ months optimized.
Fast is easy to fake.
Reproducible isn't.
Built for teams that have to defend every number to a stakeholder, a regulator, or a reviewer.
Deterministic Context Graph
Every decision and dependency captured,
not prompt-and-pray.
Reproducible by default
Notebooks & scripts with full traces.
Re-run anything, any time.
Auditable
A single source of truth
for how every insight was produced.
Standards-aware
Follows your team's conventions,
not a generic agent's defaults.
On-prem option
Your data stays in your environment.
Enterprise-ready.
Publication-ready output
Findings, charts and summaries,
not a pile of raw notebooks.
Who's behind AIUS
Brought to you
by scientists
and operators.
Mark Bain
CEO · Founder
Repeated deep-tech founder. Stanford CS. Double Olympiad finalist (Math + Econ).
Valery Kashcheva
GenAI Eng · Co-founder
Multi-agent orchestration;
graph-native, auditable pipelines.
Michał Karp
Research Engineer
IOAI medalist. Two top-tier papers (continual learning, autonomous agents).
Małgorzata Boryń
Operations · Co-founder
Co-founder of neptune.ai (OpenAI). Scales hi-performance AI/ops teams.
the economics
Save 50% on your
entire Data teams.
and 10x existing team
With a 5-person data team, it's $600K-2M saved a year.
Those are just savings, while well informed,
data-based decisions can make $ millions in ROI.
senior DS, US
$120K – $400K
per year · BLS
5-person DS team
$600K – $2M
per year, fully loaded
AIUS, same scope
$200K – $400K (66–80% lower)
per year per team
Estimates for a 5-person data team. Talk to Sales for a quote, POC, or deployment.
Put AIUS on your hardest datasets.
Book a call
Schedule POC:
Get up to 8hrs with our data scientists
$2000 value
aius — product demo