AI & Data

Data Analytics

Most small and mid-sized businesses have more data than they know what to do with — spread across spreadsheets, CRMs, accounting systems, and marketing platforms. We consolidate it, clean it, model it, and surface the insights that drive decisions. Whether you need a one-time analysis, a recurring reporting pipeline, or a predictive model for churn or demand, we deliver structured outputs your team can actually use.

At a glance

Estimated cost

$2,500 – $18,000

fixed project price

Typical timeline

410 weeks

Deliverables

7

included in standard scope

Cost saving vs West

50–70%

Pakistan-based delivery

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What you get

Deliverables

Everything included in a standard engagement. Scope is agreed upfront — no surprises.

  • Data audit report (sources, quality, gaps)
  • Cleaned and unified dataset or data warehouse
  • Automated reporting pipeline (weekly/monthly)
  • Visualised insights (charts, tables, trend analysis)
  • Predictive model (where applicable) with accuracy metrics
  • Documentation of methodology and assumptions
  • Recommendations report with actionable next steps

How it works

Our process

Structured delivery means you know what happens at every stage — before we start.

  1. 01

    Data Audit

    We inventory every data source, assess quality, identify gaps, and flag what can be trusted vs. what needs cleaning.

  2. 02

    Question Definition

    We work with you to define the business questions the analysis must answer. Analysis without questions produces noise.

  3. 03

    Pipeline & Modelling

    We build the extraction, transformation, and loading pipeline and apply the appropriate modelling techniques.

  4. 04

    Insight Synthesis

    We translate statistical outputs into plain-language insights that non-technical stakeholders can act on.

  5. 05

    Handover

    We deliver the model, pipeline, documentation, and a written recommendations report.

Budget & timing

Investment & timeline

Pakistan-based delivery at a fraction of Western agency rates. Transparent pricing, no retainer traps.

Investment

$2,500 $18,000

per project

One-time analysis: USD 2,500–5,000. Recurring pipeline setup: USD 7,000–18,000.

Timeline

410 weeks

estimated delivery

One-time analysis: 3–4 weeks. Pipeline and model build: 6–10 weeks.

Tools & technologies

What we build with

We pick the right tool for the job — no forced frameworks.

PythonPandasNumPyPolarsscikit-learnXGBoostLightGBMPower BITableauLooker / Looker StudioMetabaseRedashApache SupersetPlotly / DashStreamlitBigQuerySnowflakeRedshiftDatabricksDuckDBClickHousePostgreSQLMySQLSupabaseMongoDBdbt (data build tool)Apache AirflowPrefectDagsterAirbyteFivetranStitchJupyter NotebooksGoogle ColabVS Code + PythonAWS SageMakerGCP Vertex AIAzure MLGoogle Analytics 4 APIFacebook Ads APIShopify AnalyticsStripe Revenue ReportingGoogle Sheets APISlack (alerts)R / R StudioSPSSStatsmodels

Frequently asked questions

Common questions about Data Analytics.

We connect to any source with an API or export: PostgreSQL, MySQL, BigQuery, Supabase, Google Sheets, Xero, Salesforce, HubSpot, Shopify, WooCommerce, Google Analytics 4, Facebook Ads, and more. If it has an API or can export to CSV, we can work with it.

Not necessarily. For early-stage analysis, we can query your operational databases directly or work from exports. A data warehouse (BigQuery, Snowflake, Redshift) becomes worthwhile when: (a) your reporting queries are slowing down production databases, (b) you need to join data from 3+ different sources routinely, or (c) your data volume exceeds what Google Sheets can handle. We will advise based on your actual situation.

Accuracy depends on data quality, data volume, and the predictability of what you are trying to forecast. We always deliver accuracy metrics alongside the model so you understand what you are working with — and we build human review workflows into any process where model errors have serious consequences. We do not deploy models we cannot measure.

Ready to start your Data Analytics project?

Send us your requirements. We'll clarify the scope, timeline, and cost — no obligation.