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DataCaffe.ai

We build our own AI products, and we build your data model.

DataCaffé is an AI product and forward-engineering company. Four products on one platform — plus the operators who built them, embedded with your team when the shape doesn't fit a product yet.

Products that ship. Consulting that lands. Governance the CFO, CISO, and regulator can all sign.

  • AI ReadyBuilt for what's next
  • Speed in ExecutionFrom idea to impact
  • Problem-First DesignReal problems. Real solutions.
  • Lumaara
  • ESGCaffe
  • AnalyticsIQ
  • CommandIQ
Breww Platform

Breww platformThink, Build & Automate...

AI assist everywhere

Core AI Intelligence Layer

One intelligence layer that brings context, memory, orchestration and guardrails to every workflow you run.

Explore Core AI Intelligence Layer
  • One intelligence layer across every workflow
  • Context, memory and retrieval over your data
  • Agent orchestration and tool calling
  • Prompt firewall, policy and guardrails
  • Token budgets and usage telemetry
Powered by · Breww Intelligent AI Engine

A unified, model-agnostic AI runtime — seamlessly switch between our proprietary core LLMs, public foundation models, or purpose-built domain SLMs without re-engineering the layers above.

Our core LLMAny public LLMPurpose-driven SLM
Explore the Breww engine
Our products

Enterprise Products, Powerful Ecosystem, Unified Intelligence.

  • Lumaara

    lumaara.ai

    Manufacturing intelligence

    • Sales, quotations & order management
    • Inventory & fabric stock management
    • Production & cutting-table optimization
    • BOM, fabric optimization & waste reduction
    • Installation, payments & dealer management
    Explore

  • ESGCaffe

    esgcaffe.ai

    The ESG Operating System

    • 12+ frameworks: GRI, SASB, TCFD, CSRD-ESRS, BRSR
    • Double materiality and IRO scoring
    • Evidence, approvals and audit trail
    • AI-drafted disclosures with citations
    • Filing to CDP and BRSR portals
    Explore

  • AnalyticsIQ

    analyticsiq.ai

    End-to-end enterprise analytics

    • Prompt to production-ready intelligence
    • Semantic layer over governed data
    • Dashboards, narratives and alerting
    • Pipelines, quality gates and lineage
    • Embedded and white-label delivery
    Explore

  • CommandIQ

    cmd-iq.ai

    Workforce & AI governance

    • Complete workforce intelligence
    • AI utilisation and adoption telemetry
    • Optimisation and productivity insights
    • AI governance, policy and guardrails
    • One control plane for the organisation
    Explore
The Integrated Advantage

Forward Engineering – AI Readiness

Forward Engineering

Production & Autonomous Build

BUILD
Output Metric: Enterprise-Native

Stood up on our battle-tested Breww runtime, directly on your proprietary data estate and security boundaries — so you inherit a resilient system, not throwaway code.

Platform: Breww AI100% In-House Sovereignty

AI Readiness

Diagnostic & Feasibility Audit

ASSESS
Output Metric: One Score

Where you stand across data, platform, use cases, people, governance and economics — one score, taken before anything is proposed.

See 6-dimension framework Pre-Scale Validation
Both, Not Either

Strategy and build from one team—no loss in hand-off.

Platform, Not Slideware

Recommendations arrive as running software on Breww.

Capability, Not Dependency

Your internal team owns and operates the platform.

The Assessment

AI Readiness Framework

Dimension 01 / 06

Data Foundation

  • Source coverage and quality
  • Lineage, ownership and definitions
  • Readiness for a unified model
Dimension 02 / 06

Platform & Architecture

  • Integration and pipeline maturity
  • Scalability, isolation and tenancy
  • Cloud, on-prem and hybrid fit
Dimension 03 / 06

Use-Case Portfolio

  • Value and feasibility scoring
  • Sequencing by dependency
  • Baselines agreed up front
Dimension 04 / 06

People & Operating Model

  • Skills and role coverage
  • Ways of working and ownership
  • Change and adoption capacity
Dimension 05 / 06

Governance & Guardrails

  • Privacy, residency and access
  • Model, prompt and output controls
  • Audit, traceability and policy
Dimension 06 / 06

Economics & ROI

  • Cost to serve and token economics
  • Value case per use case
  • Run cost and scaling profile
Maturity read & scaling path
Four-stage progression
Ad-hoc

Experiments, no shared foundation

Enabled

Data and platform ready for use

Scaled

Governed delivery across functions

AI-Native

AI in the default way of working

Proof, not slideware

Named or anonymised, always measured.

Every engagement below shipped a system to production. Every metric is audited against a defined baseline. Client identity depends on the contract; the numbers do not.

−45%
FNOL triage cycle time
Insurance

Top-5 Indian private insurer

16 weeks to production
−72%
Assurance evidence assembly
ESG / Banking

Listed bank, BRSR-Core

9 weeks to first filing
+38 pts
Order-orchestration accuracy
Manufacturing

Window-coverings maker

11 weeks to rollout
Brewing Intelligence

Start with an honest readiness read.

Talk to us connectus@datacaffe.ai