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Enterprise AI · Since 2019
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7+Years
40+Engineers
10+Clients
Faster
60%Cost Cut
Charlotte, NC · Hyderabad, India

Trusted by enterprise teams building the future

Fortune 500 Banks Global Insurers Healthcare Systems Retail Leaders Energy Providers Telecom Giants Life Sciences Manufacturing Fortune 500 Banks Global Insurers Healthcare Systems Retail Leaders Energy Providers Telecom Giants Life Sciences Manufacturing
Who We Are

Accelerators + talent, combined

Founded in 2019 with a contrarian insight: enterprises don't need more consultants — they need production-tested AI frameworks delivered by the engineers who built them.

Pre-Built Accelerators

Production-tested AI modules that compress 6-month projects into weeks. Not prototypes — battle-hardened code.

Forward Deployed Engineers

Senior engineers embedded in your team from sprint one. No ramp-up, no handoffs, no knowledge silos.

Outcome-Based Delivery

We tie engagement to measurable KPIs. You pay for outcomes, not hours — aligned incentives from day one.

Solutions

Enterprise AI, Accelerated

Pre-built accelerators that compress delivery from months to weeks.

Harness Engineering

Agent runtime architecture — execution loops, tool registries, state management, and verification.

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Context Engineering

RAG pipelines, model routing, prompt systems, and guardrails. Top-tier LLM quality at 73% lower cost.

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Semantic Intelligence

Knowledge graphs, ontology design, and entity resolution for enterprise data fabric.

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Data Intelligence

Semantic layers, real-time pipelines, and lakehouse architecture on Databricks, Snowflake, and Fabric.

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Industries

Domain-adapted solutions

Banking & Finance

Fraud detection, risk analytics, regulatory compliance.

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Insurance

Claims automation, underwriting AI, policyholder analytics.

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Healthcare

Patient data platforms, clinical AI, interoperability.

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Retail

Personalization engines, demand forecasting, omnichannel AI.

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Energy & Utilities

Grid optimization, predictive maintenance, sustainability analytics.

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Manufacturing

Quality prediction, supply chain AI, digital twin analytics.

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Life Sciences

Drug discovery analytics, clinical trial optimization, real-world evidence.

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Telecom & Media

Network optimization, churn prediction, content intelligence.

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Services

Full-Stack AI & Data Engineering

AI/ML Engineering

Custom model development, MLOps pipelines, and production AI at scale.

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Data Engineering

Modern data pipelines, lakehouse architecture, and real-time streaming.

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Cloud & FinOps

Cloud migration, cost optimization, and multi-cloud architecture on Azure and AWS.

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Platform Engineering

Internal developer platforms, CI/CD, infrastructure as code, and Kubernetes.

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Generative AI

LLM integration, RAG systems, AI copilots, and enterprise GenAI strategy.

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On-Demand Talent (FDE)

Pre-vetted senior engineers embedded in your team within one week. Scale up or down as needed.

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7+ Years
40+ Engineers
10+ Clients
20+ Projects
Faster
60% Cost Cut
Results

What leaders are saying

Maharadha's accelerators cut our AI deployment timeline from 9 months to 10 weeks. Their engineers felt like part of our team from day one.
A
Amit Verma
VP Technology · Fortune 500 Bank
The outcome-based model aligned incentives perfectly. We got production-grade AI agents, not slide decks.
S
Sarah Chen
CTO · Regional Health System
Their data intelligence platform unified our fragmented data estate in weeks. ROI was visible within the first quarter.
J
James Rodriguez
VP Engineering · Insurance Carrier
We scaled from 2 to 15 engineers in a week. Maharadha's FDE model is the fastest path to enterprise AI talent.
P
Priya Kapoor
Head of AI · Retail Enterprise
How We Deliver

Four sprints to production

No discovery phases that last quarters. We ship.

01

Discover

Map business goals, data estate, and AI readiness. Identify high-impact use cases and define success KPIs.

02

Accelerate

Deploy pre-built accelerators customized to your stack. Embed engineers in your team for immediate velocity.

03

Deploy

Ship to production with enterprise-grade monitoring, security, and observability baked in.

04

Optimize

Continuously tune models, reduce costs, and expand use cases based on production telemetry.

FAQ

Common questions

We combine pre-built AI accelerators with forward-deployed engineers, delivering production AI 4× faster at 60% lower cost than traditional consultancies. You get working software, not slide decks.

We serve Banking & Finance, Insurance, Healthcare, Retail, Energy & Utilities, Manufacturing, Life Sciences, and Telecom & Media with domain-adapted AI solutions.

With our pre-built accelerators, we go from discovery to production in four sprints — typically 8 to 12 weeks depending on complexity.

We support Microsoft Azure, AWS, Databricks, Snowflake, Salesforce, OpenAI, LangChain, AWS Bedrock Agents, and more. Our accelerators are platform-agnostic and adapt to your existing stack.

We offer outcome-based pricing tied to measurable KPIs, along with dedicated squad models and accelerator licensing options. You pay for results, not hours.

Ready to ship AI in weeks?

Free AI Readiness Assessment. 2-hour working session. Zero commitment.

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