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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. One platform, Enterprise products, and the team that builds enterprise AI capability inside your organisation — not beside it.

AI Product Engineering · Enterprise Platform · AI Consultancy & Services

  • 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