Trusted Data Foundations
Build reliable data pipelines, lakehouse layers, reusable data models and integrations that make analytics and AI production-ready.
- Lakehouse layers
- DBT and Databricks
- Source-to-target mapping
- Business system integrations
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FrontWell Intelligence Data AI and Analytics Solutions
Data, AI & Analytics Solutions for Life Sciences operations.
FIDAS helps clients transform complex operational, laboratory and manufacturing data into trusted intelligence, validated analytics, scalable command centers and practical AI-enabled automation.
38.5K+delivery hours
analyzed across the FIDAS portfolio
84projects
covering data, LIMS, MES, AI and analytics
19specialists
active contributors in 2026
7service pillars
structured for scalable consulting offers
Strategic positioning
From fragmented data to validated operational intelligence.
Clients do not just need dashboards. They need a consulting partner that can understand the process, engineer the data foundation, validate the logic and turn it into decisions that operations teams can trust.
DataValidationIntelligenceAutomation
Strategic pillars
Seven consulting offers, structured around what clients need most.
The pillars translate FIDAS delivery experience into clear, scalable services for external clients.
Operational Intelligence & Command Centers
Create executive and operational visibility across production, quality, materials, maintenance, projects and business KPIs.
- Live KPI dashboards
- Manufacturing BI
- Operations NOC
- Automated digests
Data Quality, Validation & Governance
Increase trust in decisions through reconciliation, validation rules, dependency tracking and readiness scorecards.
- Validation cockpit
- Reconciliation
- Data quality rules
- Governance controls
LIMS & Master Data Acceleration
Support regulated laboratory transformation with LIMS, MDM, master data migration, testing and validation expertise.
- LIMS data factory
- MDM migration
- Lab data readiness
- Testing support
Low-Code MES & Shopfloor Digitalization
Design and scale low-code manufacturing applications, MES/MOM workflows, eBR processes and reusable shopfloor templates.
- Tulip app factory
- MES Lite
- eBR workflows
- SDK integrations
AI & Intelligent Automation
Apply AI to practical operations use cases, including document parsing, agents, copilots, insight generation and automated reporting.
- Document intelligence
- AI agents
- Copilots
- Automated reporting
Data & AI Advisory / Proof of Value
Help clients identify, prioritize and validate high-value opportunities before scaling them into production solutions.
- Discovery sprints
- AI roadmap
- Business case
- Prototype delivery
Delivery evidence
Strongest footprint today: data platforms, BI, LIMS and MES.
The portfolio shows a mature foundation in data and operational systems, with AI and automation positioned as a strategic growth layer on top of trusted data.
Data Platforms & BIlargest delivery footprint
41%LIMS & Master Dataregulated lab expertise
22%MES / Shopfloor Appslow-code manufacturing scale
16%AI & Automationemerging strategic growth
3%Featured pillar
Operational Intelligence & Command Centers
A high-impact pillar for clients who need reliable visibility across MES, LIMS, ERP, maintenance and planning data.
Manufacturing intelligence cockpitLive KPI layer
OEE84%
Throughput+12%
Rejects-8%
Material availability: watchCost of quality: improvingDowntime root cause: line 3
What makes it commercially powerful?
It turns existing operational systems into a decision layer for executives, plant leaders, quality teams and supply chain owners. The client sees value quickly, while the data foundation remains reusable for AI, automation and multi-site scale.
- Assess business questions and reporting maturity
- Connect MES, LIMS, ERP and maintenance data sources
- Validate source-to-target mappings and business rules
- Deliver dashboards, control towers and automated insight routines
- Scale reusable models across sites, lines and domains
Reject & Quality Loss Analytics
Connect MES reject data, at-line inspections, LIMS release results and ERP valuation to show where quality losses originate.
MESLIMSERP Material Valuation
- Reject rate visibility
- Scrap and loss value
- Root-cause drilldowns
API Recovery / Gains & Losses
Track process recovery, yield gaps and value leakage by combining production records, quality results and material valuation.
MESLIMSERP StockERP Procurement
- Yield reconciliation
- Loss categorization
- Financial impact view
Productivity & Production KPI Cockpit
Monitor OEE, throughput, cycle times, downtime and productivity across plant, line, product and shift levels.
MESERP Production PlanningPlant Maintenance
- OEE monitoring
- Throughput control
- Cycle-time trends
Material Availability & Slow-Mover Intelligence
Expose stock availability, slow movers, demand planning signals and material constraints before they impact production.
ERP StockERP ForecastingERP ProcurementERP Sales
- Availability view
- Slow-mover alerts
- Demand planning visibility
Cost of Quality Reporting
Link inspection outcomes, rejected materials, finished goods valuation and sales impact into one cost-of-quality narrative.
LIMSERP Material ValuationERP Sales
- Cost of poor quality
- Release performance
- Commercial impact
Plant Maintenance & Downtime Analytics
Combine machine downtime, maintenance times, time-to-repair and production performance into a practical reliability view.
MESPlant MaintenanceERP Production Planning
- Downtime drivers
- Repair-time trends
- Reliability KPIs
How clients can start
Start with a focused proof of value, then scale the model.
FIDAS can begin with one operational question, one data domain or one plant, then expand into a reusable command center and data product roadmap.
01Discovery
02Data readiness
03Prototype
04Validation
05Scale
Talk to FrontWell
Turn operational data into validated intelligence.
Discuss how FIDAS can shape data foundations, command centers, validation cockpits or AI-enabled services for your operations.