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Industries we serve
Functional expertise and deep technology, built for six industries
Enterprises engage with us to achieve their digital ambitions in timesheet management, maintenance, repair and operations (MRO), predictive maintenance, healthcare analytics, education analytics and BFSI analytics.
- 95%
- Data quality gain · automotive
- 14M+
- Documents a year · insurance
- 73%
- Fewer timesheet errors · staffing
Explore by industry
From the challenge to the measurable outcome
Pick an industry to see the problems we solve, what we deliver, and the results from our case studies.
01 / 06 · Staffing & Talent
Accurate billable time, and candidates you can trust
Two intelligent products built for the realities of staffing and recruitment, from timesheet to payroll, and from resume to shortlist.
The challenge
- Manual payroll with complex pay rules
- Timesheets arrive as paper, VMS exports, PDFs and phone images
- Exceptions and rework before every pay run
- Recruiters pulled away to chase timesheets
What we deliver
- ZuraTM: automation agents for timesheet collection, verification, approval and payroll handoff
- ZuraVerify: resume analysis with duplicate checks and green, yellow and red flags
- Human-in-the-loop review for exceptions
The outcome
Who we serve
- Contingent workforce suppliers
- IT consulting & system integrators
- Healthcare services
- Managed service providers
- Corporate TA teams
- Recruitment agencies
- Executive search firms
Case study · ZuraTMA healthcare staffing firm automates payroll and accountingRead the story
02 / 06 · MRO & Manufacturing
From reactive fixes to predictive maintenance
Asset-intensive industries are adding intelligent predictive maintenance to their charter, and engaging with us to develop long-term strategies for their maintenance operations.
The challenge
- Manual data entry of plant production data
- More than 100 working units running three shifts
- Shift reports in Excel files often above 20 MB, each plant in its own format
- Plants spread across North and Central America
What we deliver
- Predictive maintenance analytics: failure prediction, root cause analysis, RUL estimation and proactive scheduling
- BI with drill-down: consolidated plant data for top-level management
- Demo Center: RUL, MTBF, MC vs DC and OEE calculators
The outcome
Industries within MRO
- Chemicals
- Mining
- Paper & pulp
- Power production
- Utilities
- Oil & gas
- Maintenance & repair shops
- Manufacturing
- Automotive
03 / 06 · Healthcare
Better patient care, cleaner margins
From automating payroll for contingent nurses and allied health workers to cardiac service-line analytics that improve patient care and profit margins.
The challenge
- Divergent, duplicated data with no single source of truth
- Diverse formats and poor data quality
- Complex pay rules: shift differentials, on-call pay and multi-department assignments
What we deliver
- Cardiac analytics: STS and ACC benchmarks integrated with hospital data
- ZuraTM: complex pay rules with automatic timesheet notifications
The outcome
- Drill-down from procedure to patient
- Complication and mortality trends, and length of stay
- Doctor and referral performance, and anomalies
- Procedure cost by risk factors
- Payroll operations cut from days to hours
04 / 06 · Education
Analytics that lift performance, rankings and enrolment
Machine learning-powered analytics that improve student performance, university rankings and enrolment.
Questions we answer
- Which students are at risk, and where are the achievement gaps?
- How will GPAs and enrolment trend?
- Which campaigns and channels drive outreach?
- How do we make regulatory reporting and KPIs seamless?
What we deliver
- Student impression, GPA prediction and enrolment prediction reports using generative models
- Modern data warehouses and data marts with secure, real-time delivery
- Cohort, at-risk student and achievement-gap analyses
The outcome
- Improved student performance
- Stronger university rankings
- Better enrolment planning
- Campaign, channel and transformation analytics for outreach
05 / 06 · BFSI
Governed data science models for banks and insurers
Data enrichment, cleansing and real-time updates for back-office teams, plus intelligent models and intelligent document ecosystems for banks and insurers.
The challenge
- Leadership reports built by hand in Excel
- Manual distribution creating governance issues
- Hard-to-decode report templates
- Unstructured data coming in from branches
What we deliver
- Regional, branch and product reports with row-level security
- Credit risk modelling for consumer lending
- Intelligent document indexing for insurers
- Policy renewal prediction and cross-sell / up-sell models
The outcome
Models we have built
- Credit risk · consumer lending, Jakarta
- Document indexing · SE Asia insurer
- Renewal prediction · P&C insurer
- Cross-sell & up-sell
Case study · BankingConsolidated leadership reporting for a private sector bankRead the story
06 / 06 · Life Sciences
Genetic data, turned into actionable insight
Genome analytics and data engineering that transform complex genetic information into actionable insights for personalized medicine and better patient outcomes.
The challenge
- Data integrity and quality
- Sheer data volume
- Security and regulatory compliance
What we deliver
- DNA sequencing, genetic variation tracking, test reports and clinical data
- Computer vision and NLP for data extraction and transformation
- Rule-driven report ingestion, validation and error handling
The outcome
- Scalable, encrypted, regulation-compliant storage
- Actionable insights for personalized medicine
- Better patient outcomes
How we engage
Six steps from question to live insight
The approach our analytics practice follows, starting from the decisions that matter and ending with a platform your team can run.
Our analytics practice- 01
Key decision points
Identify the information that brings clarity and supports current and future operational decisions.
- 02
Harness data sources
Identify the data streams relevant to decisions, historical stores and real-time information.
- 03
Proof of concept
Our team builds a POC that meets your information and data presentation requirements.
- 04
Design & develop
We work closely with your team to ensure the end results meet your objectives.
- 05
Data validation
Rigorous validation with active end-user collaboration, so the platform is tested and optimized.
- 06
Deployment
Go live with your analytics platform, with follow-up training and support from us.
Also delivered for · Retail
C-suite reporting at month-end speed
Automated, secure financial reporting for a retail leadership team, with self-service hierarchies for finance.
Few of our clients
Ready to achieve your digital ambitions?
If you are looking for help with Data Engineering, Data Science, Analytics, Automation and Machine Learning, please reach out to us.