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01 · PRODUCT · UNIFORGE

Learns your business.
Acts on it.

Learning agents resolve your data into living artifacts: an entity graph, lineage, operational knowledge, event memory. Action agents run on them: data quality, billing, cross-sell, churn. Inside your cloud, sharper every cycle.

SYSTEM AI, LIVEOPERATING
SOURCES
ORACLE
SERVICENOW
SAP
SALESFORCE
WORKDAY
G CLOUD
LEARNING AGENTSAUTONOMOUS
AG-01Entity Resolution
AG-02Lineage Mapping
AG-03Process Mining
AG-04Event Learning
AG-05Skill Learning
AG-06LoRA Training
THE LIVING MODEL
ENTITY GRAPH
LINEAGE GRAPH
OPERATIONAL KNOWLEDGE
EVENT MEMORY
SKILL LIBRARY
LORA DB
RESEARCH LOOP
SEARCHING THE ACTION SPACE
CANDIDATE 01
CANDIDATE 02
CANDIDATE 03
BEST AGENTDEPLOY
Researches until the right agent works, then ships it.
ACTION AGENTSAUTONOMOUS
A-01Billing-integrity
A-02Data-quality agent
A-03Churn sentinel
A-04Cross-sell agent
A-05Contract-leakage
A-06Fraud sentinel
OUTCOMES
Revenue recovered
Records unified
Churn prevented
Cross-sell ARR
Leakage stopped
Fraud blocked
EMPLOYEE AIYOU ▸ Compare by region
THE LOOP COMPOUNDS · AGENTS ACT · THE MODEL LEARNS · ACTIONS IMPROVE
01 · CONNECT

Every system, in minutes.

CRM, billing, ticketing, communications, warehouses, web data. Agents build the pipelines and map the schemas themselves; your team starts with context, not a project.

READ-ONLY · YOUR VPC
FIG. 1 · UNIFORGE · CONNECTIONSLIVE
SALESFORCECRMSYNCED
ORACLE BILLINGBILLINGSYNCED
SERVICENOWITSMSYNCED
ZENDESKSUPPORTSYNCED
WORKDAYHRSYNCED
WAREHOUSEANALYTICSSYNCED
6 SYSTEMS · 113 TABLES · READ-ONLY
FIG. 2 · UNIFORGE · LINKING MAPCAPTURED 2026.07
Uniforge linking map, relationship graph across six systems
02 · LINKING

Every entity, connected.

"National Riverbend Services" exists as five records in five systems: different names, formats, IDs. Uniforge discovers they're the same entity and links them. No rules to write; frontier models do the resolution.

Nat'l Riverbend·Riverbend Svcs·NRS Ltd→ 1 ENTITY
03 · DATA QUALITY

Quality you can trust.

Conflicts, missing records, stale data, duplicates, found automatically across connected systems. Review, accept, or dismiss. Findings export as audit evidence.

conflictsduplicatesstale_datamissing_records
FIG. 3 · UNIFORGE · DATA QUALITYAUDITED
ACCURACY ISSUESCRITICAL2,875
ORPHAN RECORDSCRITICAL980
STALE DATAWARNING38
MISSING RECORDSWARNING7
CROSS-SYSTEM CONFLICTSCRITICAL5
3,927 OPEN ISSUES · 15 CROSS-SYSTEM CHECKS · EXPORTABLE
FIG. 4 · ENTITY VIEW · WEB ENRICHMENTNAT'L RIVERBEND SERVICES
Maritime & ConnectivityINDUSTRYVIA LINKEDIN
1,200+ employeesHEADCOUNTVIA CRUNCHBASE
$200M–$500M revenueEST. RANGEVIA D&B
Expanded VSAT coverage in ArcticRECENT NEWSVIA REUTERS
04 · WEB ENRICHMENT

Enriched with the web.

Beyond internal systems: entities are enriched with company information, industry classification, news, and financial signals from the open web. Context gets richer without you lifting a finger.

05 · MACHINE LEARNING

ML that builds itself.

Uniforge scans your data, identifies which ML problems are worth solving, quantifies the value, and builds the models autonomously, from opportunity to live pipeline.

FIG. 5 · UNIFORGE · MLTRAINING
Churn predictionEST. $5.0M/YRTRAINING
Payment riskEST. $2.1M/YRVALIDATED
Cross-sell targetingEST. $3.4M/YRCANDIDATE
Fraud detectionEST. $1.8M/YRQUEUED
SCANNED FROM THE LIVING MODEL · OPPORTUNITY → LIVE PIPELINE, AUTONOMOUSLY
FIG. 6 · EMPLOYEE AI · CONVERSATIONCAPTURED 2026.07
Employee AI conversation: a plain-language question over live enterprise data, answered with an inline chart, verification steps, and a confidence score
06 · EMPLOYEE AI

Your team, on the model.

Employee AI is our enterprise interface to the platform: your people ask questions across every connected system in natural language, analyse, build, and deploy on the resolved context. Every answer comes with confidence scores and data provenance, under the controls enterprise work demands.

NATURAL LANGUAGECONFIDENCE SCORESDATA PROVENANCE
07 · DEPLOYMENT SPECIFICATION
RUNTIMEYour VPC on AWS, Azure, or GCP. Or fully on-prem, air-gapped.
DATA BOUNDARYNothing leaves your infrastructure.
CONTROLSApprovals where you want them. Full audit log.
TIME TO MODELDays, not quarters.
SCALE PROVEN9×10⁹ rows, $1B enterprise, production.
ENGINEKapso. Reached Nº1 open-source on MLE-Bench.
08 · THE AUDIT

See it run on your data.

Request a free audit48 HOURS · NO SETUP · YOUR CLOUD