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Autonomous · Grounded · Explainable

Unify every enterprise data source.

Syntropia is an AI system that understands data structurally and operates on it autonomously - resolving entities, fixing anomalies, and reconciling sources in seconds, not months.

syntropia-agent · live integration6 records
Watch 6 messy records from 5 systems become 3 verified entities - live.
1Scan
2Fix anomalies
3Merge duplicates
4Verify
SourceCompanyRevenue (AED)SectorStatus
FIN-01Emirates NBD1.2BBanking
CRM-22ENBD PJSC-bank
ANL-07emirates_nbd1200000000Banking
FIN-09Al Futtaim890MConglomerate
OPS-03ADNOC999999999999Banking
HR-11Al-Futtaim Hldg0.89BRetail
Initializing agent…
Built for
Banking & Financial ServicesOil & GasGovernmentEnterprise Data Teams
The Problem

Two ways to fix enterprise data. Both failing.

Enterprises throw people or raw LLMs at the problem. One is unaffordable; the other hallucinates. Neither scales - and the gap is widening.

Approach 1 - Human Middleware

Teams reconciling data by hand

Engineers manually translating and validating data across disconnected systems. 61% of the spend goes to fixing broken schemas - not building anything new.

≈ 60% of team effort wasted on plumbing
Approach 2 - Apply Raw LLMs

AI that confidently invents data

Bolting general-purpose LLMs onto structured data compounds the problem. With no grounding, they hallucinate values that look plausible and cost millions.

One wrong value can cost you millions
~900

Apps per enterprise

Only 28% integrated - 72% remain isolated data islands.

97%

Burnout

70% of data engineers plan to leave within 12 months.

35%

YoY demand

90% of organisations face critical talent shortages by 2026.

75%

Fail

MDM programmes fail 75% of the time; migrations overrun 83%.

Your AI is only as good as your data. Today only 7% of enterprise data is AI-ready - which is why most AI initiatives stall before they deliver. Clean, connected data is the prerequisite, and it is exactly what Syntropia gives you.

In Action

One system. Every messy-data problem.

The same engine, applied across the autonomous pipeline. Scroll to watch each capability work.

01 - ENTITY RESOLUTION

It knows when six records are the same company.

Different names, different codes, sometimes no name at all. Syntropia recognises the underlying entity by structure and statistical fingerprint - zero-shot, no rules, no labels.

Finance DB
Emirates NBD
C-001
CRM
ENBD PJSC
CL-4821
Operations
BNK-0847
no name on file
Trading
Emirates National Bank of Dubai
TR-291
HR Payroll
ENBD Group
EMP-112
Procurement
National Bank - Dubai
VND-3390
✓ 6 records → 1 canonical entity · "Emirates NBD Group" · 98.7% confidence
02 - SCHEMA MATCHING

Different column names. Same meaning.

"Customer_ID" and "client_name" look nothing alike - but they identify the same thing. Syntropia aligns columns by what they mean, not what they’re called.

Customer_IDclient_namesame entity
Annual_Revenuetotal_income_usdsame metric
Region_Codeterritorysame location
03 - ANOMALY DETECTION

It catches the value that doesn't belong.

Across millions of rows, one transaction looks valid but breaks the entity’s behavioural pattern - no vendor history, unknown sector, off-cycle timing. Syntropia flags cross-column anomalies that rules can’t see.

Behavioural Analysis - Transaction #2,841
Amount
✓ normal
Vendor history
◆ none
Sector match
◆ unknown
Timing
◆ off-cycle

87% anomaly - the amount is fine, but 4 of 5 behavioural signals are abnormal.

Empower Your Team

Free your data team to build, not firefight.

Your team’s time is too valuable for manual data cleanup. Syntropia automates the repetitive work - resolving, matching, and reconciling - so your engineers spend it on what actually moves the business. API-first, pay by volume, live in minutes.

Your team today
~60% of their time on grunt work

Brilliant engineers stuck reconciling sources, fixing schemas, and chasing anomalies by hand - repetitive work that never ends and wears good people down.

Your team with Syntropia
Set free to do their best work

The repetitive resolution and reconciliation runs itself, around the clock. Your team focuses on modeling, analysis, and building - and your data ops scale without piling on headcount or burnout.

The payoff: the impact of a much larger team, without the added headcount - your engineers freed for high-value work, and data operations that scale with the business instead of against your budget.

Stop reconciling data by hand.
Let it clean itself.

See Syntropia resolve, match, and audit your own data - grounded and explainable, in minutes.