Turn Fragmented Data Operations Into Intelligence — Automatically.
controlshift.io is the digital operations workbench that unifies data pipelines, AI model operations, and intelligence workflows into one platform. Less manual cataloging. Faster insights. Decisions your teams can actually act on.
97.3%
Faster intelligence generation
90%
Less manual cataloging effort
37,000+
Data assets monitored daily
10+
Data sources integrated simultaneously
Two capabilities. One platform. Start anywhere.
Everything You Need for Data Excellence
Two integrated capabilities that work together seamlessly
Asset Intelligence
Comprehensive inventory and governance of organizational data assets
- Automated data discovery and classification across all sources
- Real-time data lineage and impact analysis
- ML-powered data quality scoring and monitoring
- Business glossary with intelligent metadata management
| Resource | Account | 30-day cost |
|---|---|---|
/aws/atlas/apiarn:aws:ec2:ap-southeast-1:2548…i-0f8e21a9b3c4d5e6 | 254809376152 | $35,421.89 |
/aws/atlas/apparn:aws:ec2:eu-west-1:1847…i-04b9c8d7e6f5a4b3 | 184736205981 | $22,759.04 |
/aws/atlas/streamarn:aws:ec2:ap-northeast-1:8203…i-09d2e1f0a8b7c6d5 | 820374615928 | $27,483.92 |
/aws/beacon/gatewayarn:aws:ec2:us-east-1:6028…i-0c7a6b5d4e3f2a19 | 602847193560 | $4,982.71 |
Intel Catalog
Centralized intelligence and insights management platform
- Multi-source intelligence aggregation and enrichment
- Automated relationship mapping between assets, risks, and business impact
- Real-time intelligence scoring and prioritization
- Custom intelligence feeds and contextual dashboards
| Intel product | Score | Sources | State |
|---|---|---|---|
settlement_risk_daily | 0.91 | 4 | Active |
customer_churn_v2 | 0.78 | 6 | Review |
fraud_pattern_eu | 0.84 | 3 | Active |
FEATURED SUCCESS STORY
From 37,000 disparate data points to 97% faster intelligence generation—automatically
Read case study97.3% Reduction in time to generate actionable intelligence
(from 12 hours to 20 minutes)
90% Reduction in manual data cataloging effort
97.8% Reduction in time to profile critical assets
(from 3 months to 48 hours)
The I.D.E.A. framework
Intelligence, Decision, Action — across your data and digital operations.
Connect your data sources and operational systems. Apply the I.D.E.A. framework. Receive structured intelligence that your teams can act on — not raw data, not a dashboard, but a live operational picture with decisions embedded.
controlshift.io closes the loop between data integration, AI model operations, and intelligence delivery. DataOps pipelines feed the Intel Engine. The Intel Engine surfaces decisions. Agents act on them. Invisible work in your digital operations collapses — structurally.
Connect every source. Understand every asset.
controlshift.io ingests warehouses, lakes, pipelines, model registries, and SaaS exports — agent-based or API pull. Parsing and classification are largely automated. New sources stabilise within days. Every record is enriched with lineage, quality scores, and business context.
AI decides. Context shapes every outcome.
Not every drift alert is equal. controlshift.io applies asset criticality, freshness SLAs, schema impact, and model dependency graphs. Every signal gets a decision — not just a score — with explainable context so DataOps and Model Ops teams know exactly why.
Automated from decision to deployment.
Once a decision is made, controlshift.io executes. Pipeline reruns, model holds, catalog updates, stakeholder notifications — all automated. Quality and freshness are tracked in operational windows so teams see when anomalies occurred without opening five tools.
Every action tracked. Every outcome closed.
controlshift.io closes the loop. Every remediation is recorded with context, timeline, and outcome. Intelligence products regenerate on current data. Audit-ready evidence is generated automatically. You always know exactly where your data estate stands.
Explain · fin.settlement_daily
Red state driven by freshness and upstream lineage, despite favourable quality scores. Recommend pipeline hold until source lands complete extract.
Operational windows · last 96 × 15 min blocks
Self-heal: settlement_load retry with schema v14
Notify Data Ops · Model Ops · Finance reporting · ticket auto-created
Time to actionable intelligence
Stale catalog entries
↓ 71% in 30 daysActions completed this week
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Intelligence Fabric
controlshift.io sits closest to the Intelligence Fabric layer. Its DataOps pipelines, Model Ops workflows, and Intel Engine are the delivery mechanisms for the same architecture that powers (s)eyark.ai's Digital Twin and agent ecosystem.
Data flows in. State is built. Memory persists. Agents act. That is controlshift.io — the operational expression of the Intelligence Fabric.
Digital workbenches that adapt to your operating environment.
Don’t see your industry? We adapt to any sector →
Ready to Transform Your Data Operations by 97%?
Join 50+ enterprises using I.D.E.A. to protect assets and defend against threats automatically.
- 97% faster intelligence generation
- 90% less manual effort
- 4 weeks time to value