Live systems · retail & commerce
Enterprise AI consultancy — est. for production

Production.Not pilots.

We turn AI from isolated initiatives into production systems that drive measurable business performance.

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Production ✦ Not pilots ✦ Enterprise AI ✦ Measurable impact ✦ 
Built by engineers and leaders from leading institutions
Backgrounds include
Y Combinator✦IIT Guwahati✦BIT Mesra✦MDI Gurgaon✦Western Michigan University✦
What we do

Reach production in months, not years.

Move from AI ambition to enterprise production.

/01

AI Strategy & Operating Model

Define where AI creates real business value and align leadership around a clear investment thesis. We help prioritize initiatives, establish governance, and design an operating model built for production.

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/02

AI Systems & Deployment

Design and implement production-grade intelligent systems embedded into core business operations. From architecture to live deployment, AI that functions reliably in real enterprise environments.

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/03

Custom AI Products & Platforms

Build proprietary AI-enabled systems and platforms that create structural competitive advantage and compound performance over time. We bring experience building across text and voice models.

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Case studies

Selected deployments

01 / 06
Retail & commerce→
Demand forecasting systems−32% stockouts01
Financial services→
Reconcile
Underwrite
KYC review
Audit trail
Document & risk intelligence4.2× faster review02
Healthcare→
Clinical workflow automation−41% admin time03
Logistics→
Routing & fleet decisioning−18% fuel burn04
Media & voice→
Voice & text models in production11 languages live05
Manufacturing→
Predictive maintenance on the line−27% downtime06
Frameworks

Our edge

Systems built to accelerate deployment — proprietary frameworks that move you faster, safer, with measurable impact.

01 / 04
Framework01

AI Value Architecture

A structured framework to identify, quantify, and prioritize AI opportunities based on measurable business impact.

  • Opportunity mapping across functions
  • ROI modeling & capital allocation
  • Risk-adjusted prioritization
  • Executive decision alignment
OutcomeA clear, defensible AI investment roadmap.3.4×modeled ROI
Framework02

Production Acceleration Stack

A deployment methodology and technical blueprint to take AI systems from design to live enterprise environments safely.

  • Enterprise-grade architecture templates
  • ERP, CRM & internal-system blueprints
  • Governance & compliance guardrails
  • Monitoring & performance instrumentation
OutcomeProduction systems, not pilots.12 wksto production
Framework03

Intelligent Operations Blueprint

A structured approach to redesigning workflows and decision systems with AI embedded at the core.

  • Workflow redesign models
  • Decision automation frameworks
  • Human + AI operating design
  • Performance feedback loops
OutcomeAI embedded into how the business runs.−38%cycle time
Framework04

AI Performance & Governance

Ongoing intelligence oversight to ensure systems remain accurate, secure, and aligned with business outcomes.

  • Model performance tracking
  • Risk monitoring & controls
  • Continuous optimization cycles
  • Executive performance dashboards
OutcomeIntelligence that compounds over time.99.7%governed uptime
Process

How we deliver

Built for production. Engineered to endure.
01

Align to business value

Define where AI creates measurable advantage and align leadership on investment priorities.

→ A defensible AI investment thesis.
02

Architect & deploy intelligent systems

Design and implement production-grade systems embedded into core operations.

→ Live enterprise systems, not pilots.
03

Embed, govern & compound

Operationalize intelligence across workflows and establish performance governance.

→ Intelligence that improves and scales over time.
Final transmission

Talk to theintelligencebehind it.

Ready to move beyond pilots and build AI as a core capability? The entity on the right is listening. So are we.

Accepting Q4 engagementsResponse < 24h
CHT-01 · personastate: listening