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Data-First AI in Production
REQUEST A VALUE ASSESSMENT to evaluate your AI transformation potentialWHY MUORO and how we deliver AI transformation
Build and run governed AI systems that turn data into measurable outcomes.
Delivery Accelerators
Our teams use internal, platform-agnostic accelerators to reduce risk and speed up delivery. These are delivery tools, not licensed products, applied selectively to support custom engineering.
clickHouse
redshift
bigQuery
snowflake
ms fabric
postgres
Data Fabric
Data Model
Access Control
Caching
APIs
Semantic Layer
LLM ORCHESTRATOR
DATA MODELLING
Segment
Model Agent
CONSUMPTION & EXPLORATION
Analytics
Chat
Agentic Analytics Platform
Multi Agent Architectures
BI Tools & Spreadsheets
Embedded Analytics
PRODUCTION AI FOR VALUE CREATION
Turn Data and AI Spend into EBITDA and ROI.
PRODUCTION AI FOR VALUE CREATION
Turn Data and AI Spend into EBITDA and ROI.
25–40%
Reduction in engineering and delivery OPEX
Achieved through POD ownership at
20–36%
Improvement in delivery velocity and cycle times
Achieved across ETL and platform modernization
30–60%
Automation of targeted operational workflows
Delivered through production AI agents at
25–40%
Reduction in engineering and delivery OPEX
Achieved through POD ownership at
20–36%
Improvement in delivery velocity and cycle times
Achieved across ETL and platform modernization
30–60%
Automation of targeted operational workflows
Delivered through production AI agents at
25–40%
Reduction in engineering and delivery OPEX
Achieved through POD ownership at
20–36%
Improvement in delivery velocity and cycle times
Achieved across ETL and platform modernization
30–60%
Automation of targeted operational workflows
Delivered through production AI agents at
ABOUT US
We build AI systems designed for real enterprise operations. Built with audit trails, PII redaction, and SOC2 compliant logging so systems stay observable, decisions remain traceable, and risk stays controlled as AI scales.
OUR OFFERINGS
Build AI Systems that Deliver Outcomes
Generative and Agentic AI
Production AI that automates decisions and workflows with built-in controls.
AI Ready Application Modernization
We embed AI into existing applications. This cuts rework and speeds modernization.
Data First Value Engineering
Governed, observable data platforms. Built for reliable, auditable AI.
Governed Data · On Databricks
Govern your lakehouse. Prove every use of your data.
Skionis takes your enterprise data from source systems to a governed Databricks lakehouse, and proves, as a query, that every use of it stayed inside policy and consent. For data leaders carrying both the data and the audit on the same desk.
Governed Data · On Databricks
Govern your lakehouse. Prove every use of your data.
Skionis takes your enterprise data from source systems to a governed Databricks lakehouse, and proves, as a query, that every use of it stayed inside policy and consent. For data leaders carrying both the data and the audit on the same desk.
01.Workspace Manager
02.Connector Hub
03.Document Extraction
04.Sync Scheduler
05.Gold Table Builder
06.Quality & Drift
07.Gen AI Query
For data leaders
Governed Lakehouse
medallion lakehouse architecture (Bronze → Silver → Gold)
Bronze
Delta · Unity CatalogSilver
Delta · Unity CatalogGold
Delta · Unity CatalogUnity Catalog · policy enforced
For the audit on your desk
Provable Compliance
point a table · answer in one click · no SQL written
novaplay.gold.customer_applications
TimeActionPrincipalResource
Jun 2, 11:55 AMgetTablerewards_engine@novapay.ionovaplay.gold.customer_applications
Jun 2, 06:55 AMgetTablePermissionsdata_steward@novapay.ionovaplay.gold.customer_applications
Jun 2, 01:55 AMgetTablemarketing_analyst@novapay.ionovaplay.gold.customer_applications
Jun 1, 08:55 PMcommandSubmitfraud_ml@novapay.ionovaplay.gold.customer_applications
Jun 1, 03:55 PMgetTableanalytics_pipeline@novapay.ionovaplay.gold.customer_applications
Jun 1, 12:55 AMgenerateTemporaryTableCredentialrewards_engine@novapay.ionovaplay.gold.customer_applications
One click · no SQL · 30 ms
Live on your own DatabricksUnity Catalog at the corePowered by Skionis
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The Consent Layer Databricks Doesn't Ship
Tag every column with the purposes it's allowed to serve. Declare what each Gold table is actually used for. Automatic violation detection across column lineage, flagged before an auditor (or a breach) finds it.
customer.ssnrisk_scoring
customer.ssnMarketing_Segment
Purpose violation flagged before the dashboard ships.0203
Policies Enforced on Unity Catalog
Column masks and row filters defined once, applied live to Unity Catalog. Every query, every team, every BI tool, masked at the source of truth, not in the dashboard. Reversible. Status-tracked.
Not Nullemail IS NOT NULL
Rangeamount BETWEEN 0.01 AND 1M
Unique(customer, order_date) UNIQUE
Referentialcustomer_id ∈ customers.id
0304
The Audit Trail, On Demand
Who touched which PII, cardholder, or customer column, answered as a query against Unity Catalog's live access audit log. The thirty-second answer to the question that used to take six weeks.
3×
proof3 weeks
proof30 sec
proofBuilt for data leaders carrying the audit.
Fintech under RBI co-brand and DPDP. Retail & CPG under DPDP, CCPA and GDPR. GCCs answering for data their parent moved offshore. Forward-deployed engineers run Skionis inside your Databricks workspace, working demo in the first meeting, governed lakehouse live in three weeks.
RBI | DPDP | CCPA | GDPR | SOC 2
HOW WE WORK
Engagement Models Built for Long-Term Value
HOW WE WORK
Engagement Models Built for Long-Term Value
THINK
BIGGER
BIGGER
Custom Outcome-Led Engineering
We ship a complete production AI workflow with agents, data, integrations, and monitoring, tied directly to a business KPI.
MOVE
FASTER
FASTER
Forward-Deployed Senior PODs
A forward deployed pod joins your team to ship weekly across AI, data, and cloud with clear ownership and execution cadence.
GO
FURTHER
FURTHER
Data and AI Centers (GCC & COE)
We stand up a long-term AI and data capability using a BOT or GCC model, complete with playbooks, hiring support, and operating rhythm, then transfer ownership to you.
GO
FURTHER
FURTHER
Data and AI Centers (GCC & COE)
We stand up a long-term AI and data capability using a BOT or GCC model, complete with playbooks, hiring support, and operating rhythm, then transfer ownership to you.
THINK
BIGGER
BIGGER
Custom Outcome-Led Engineering
We ship a complete production AI workflow with agents, data, integrations, and monitoring, tied directly to a business KPI.
MOVE
FASTER
FASTER
Forward-Deployed Senior PODs
A forward deployed pod joins your team to ship weekly across AI, data, and cloud with clear ownership and execution cadence.
GO
FURTHER
FURTHER
Data and AI Centers (GCC & COE)
We stand up a long-term AI and data capability using a BOT or GCC model, complete with playbooks, hiring support, and operating rhythm, then transfer ownership to you.
THINK
BIGGER
BIGGER
Custom Outcome-Led Engineering
We ship a complete production AI workflow with agents, data, integrations, and monitoring, tied directly to a business KPI.
Shared Governance Structure
We start with the KPI, not the model. Each workflow ships with a baseline, a target, and weekly tracking.
Muoro Owns
- Production Readiness
- Instrumentation
- Monitoring
- Run-books
- Transfer
Client Owns
- Decision Rights
- System and Data Access
- Adoption
- Approvals
Jointly
- Workflow Selection
- KPI Definition
- Delivery Blockers
Who owns what in delivery
We start with the KPI, not the model. Each workflow ships with a baseline, a target, and weekly tracking.
Jointly
- Workflow Selection
- KPI Definition
- Delivery Blockers
Muoro Owns
- Production Readiness
- Instrumentation
- Monitoring
- Run-books
- Transfer
Client Owns
- Decision Rights
- System and Data Access
- Adoption
- Approvals
Jointly
- Workflow Selection
- KPI Definition
- Delivery Blockers
Muoro Owns
- Production Readiness
- Instrumentation
- Monitoring
- Run-books
- Transfer
Where We Deliver The Most Value
We specialize in financial services and regulated, data-heavy environments, working with PE-backed asset management, lending, and wealth teams backed by Goldman Sachs, Blackstone, Neuberger Berman, Ares, Citi, and Bessemer.
Where We Deliver The Most Value
We specialize in financial services and regulated, data-heavy environments, working with PE-backed asset management, lending, and wealth teams backed by Goldman Sachs, Blackstone, Neuberger Berman, Ares, Citi, and Bessemer.
HIGH GROWTH
COMPANIES
Mid market and PE backed businesses where execution quality shows up in valuation. Teams facing margin pressure, manual-heavy operations, or platform complexity who need data-first, production workflows that reduce cost, improve diligence readiness, and support scale and exits.
INNOVATIVE
LEADERS
CTOs, CXOs, and operations leaders accountable when systems break at 2am, not just for strategy decks. We embed into real workflows so systems run cleaner, faster, and more reliably, and your teams build the muscle to keep shipping.
PARTNER + CERTIFICATE
Recognized by Platform Leaders. Trusted in Production.
PARTNER + CERTIFICATE
Recognized by Platform Leaders. Trusted in Production.
Proven Industry Playbooks For Tangible ROI
Production AI workflows we deploy inside real operations.
Support and service operations
Faster resolution, lower handling time, and consistent customer responses.
Finance exception handling
Reduced manual reviews, faster approvals, and tighter spend control.
Revenue and compliance responses
Quicker RFP turnaround, auditable security answers, and higher win rates.
Contract intelligence and controls
Early risk detection, policy adherence, and faster contract cycles.
Incident response operations
Clear prioritization, guided actions, and reduced downtime.
Data reliability and platform operations
Fewer false alerts, faster root cause identification, and less rework.
INDUSTRIES
AI Built on Industry Expertise
BFSI
Manage risk exposure, strengthen compliance, and improve decision speed at scale.
Life Sciences
Accelerate trials, simplify regulatory workflows, and generate reliable insights.
Retail & CPG
Personalize experiences, reduce churn, and forecast demand accurately.
Manufacturing
Optimize operations, improve asset utilization, and strengthen supply chains.