CareerByteCode

1000+ architects across 107+ countries

Turn your business into an AI factory.

CareerByteCode connects you with a community of senior architects who modernise legacy tools, rebuild legacy apps with AI, and stand up AI native infrastructure on AWS, Azure, GCP or your own data centre.

1000+architects and experts
2.4M+community professionals
107+countries
2015building since

Solutions map

How we take you to AI

Wherever you start today, one named architect and a vetted pod take you from the first call to AI running in production. Click any capability to talk to us about it.

Where you start

Legacy toolsExcel, Tally, SAP, email and manual steps
Legacy appsOlder web and desktop apps that need AI inside
GreenfieldNew AI native products and platforms

How we deliver

  1. DiscoverFree 30 minute call, readiness view, a matched architect
  2. ProveA 2 to 3 week PoC sprint on your own data
  3. BuildAn agile pod, weekly demos, security and evals
  4. OperateMLOps, monitoring, FinOps and 30 day support

Looking for career coaching or a mentor? Find a mentor on ByteStore

Wherever you start, we take you to AI

Most businesses sit in one of three places. Each path starts with a fixed first sprint, so you see value in weeks, not quarters.

Legacy tools to AI

Make the tools you already use think

Excel, Tally, SAP, Zoho, ticketing and email workflows get copilots, agents and automation without a rip and replace.

  1. Workflow and data audit
  2. Agent and RAG layer on top
  3. Human approval loop
  4. Measure hours saved

Legacy apps to AI

Modernise the apps that run the business

Monoliths, .NET, Java and PHP apps are moved to cloud, wrapped with APIs and given AI features.

  1. Code and architecture scan
  2. Strangler pattern migration
  3. AI features and APIs
  4. CI/CD, MLOps and observability

Greenfield to AI native

Build new AI infrastructure from day one

GPU clusters, data platforms, LLM gateways, sovereign or air gapped clouds and MLOps pipelines designed for scale and cost.

  1. Compute and data blueprint
  2. Landing zone and security
  3. Model serving and evals
  4. FinOps and run book

Future Lab

Ready for what your board asks next

Fixed scope offers our architects package from the technologies buyers ask about most.

Agent Factory 30

Your first production AI agent in 30 days, with guard rails and a human approval loop.

Ask about this

AI Governance Ready

Policies, risk checks and evaluation for DPDP and the EU AI Act.

Ask about this

GPU and AI FinOps sprint

See and cut GPU and token spend before it surprises you.

Ask about this

AI Red Team assessment

Find prompt injection, data leaks and abuse paths in your AI features.

Ask about this

MCP integration sprint

Connect your systems to AI assistants through the Model Context Protocol.

Ask about this

The AI Factory practice map

Vendor agnostic practices our architects deliver today, and the emerging ones you can ask us about.

Live

Sovereign AI landing zones

Private and in country AI platforms with security built in.

Enquire
Live

GPU cluster sizing

The right compute for training and inference, without waste.

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Live

LLM gateway and model serving

One controlled door to every model, with caching and limits.

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Live

MLOps pipelines

Models that ship, monitor and roll back like software.

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Live

Data platform for AI

Clean, governed data your AI can trust.

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Live

AI governance and evals

Measure quality, safety and drift before and after launch.

Enquire

Emerging, ask us:

Liquid cooling readinessPrivate SLM in a boxIndic voice agentsDigital twin pilotsPost-quantum crypto readinessPhysical AI and robotics integration

Pick what you need. Send one brief.

Search or filter, then add services to your brief. One form at the end, one reply from a named architect.

AI and agents

RAG Systems

Answers from your own documents and data, with sources, access rules and evaluation.

Enquire
AI and agents

AI Agent Development

Agents that plan and act across your tools, with a human approval loop.

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AI and agents

LLM Application Development

Chat, search and copilots built into your product or internal tools.

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AI and agents

AI Strategy and Use Case Discovery

A ranked list of AI use cases with effort, value and a first sprint.

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AI and agents

Fine Tuning and Small Models

Smaller, cheaper models tuned on your data, on cloud or on premise.

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AI and agents

AI Governance and Evals

Policies, risk checks and evaluation suites for DPDP and the EU AI Act.

Enquire
AI and agents

MCP Integration

Connect your systems to AI assistants through the Model Context Protocol.

Enquire
ML and MLOps

MLOps Pipelines

Training, testing and release pipelines so models ship like software.

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ML and MLOps

Model Serving and Monitoring

Low latency serving, drift alerts and rollbacks for models in production.

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ML and MLOps

Databricks Engineering

Lakehouse, feature store and MLflow set up for data and ML teams.

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ML and MLOps

ML Model Development

Forecasting, scoring and vision models built and validated on your data.

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Data

Data Platform for AI

Pipelines, warehouse and governance that make your data AI ready.

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Data

Data Engineering

Reliable batch and streaming pipelines with tests and lineage.

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Data

Power BI and Analytics Reports

Reports leaders actually use, on a clean semantic model.

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Data

Data Migration

Move data between systems with checks, reconciliation and zero surprises.

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Data

Data Warehouse Migration

Teradata, Netezza, Hadoop and Informatica moved to Snowflake, Databricks, BigQuery or Fabric.

Enquire
Cloud

Azure Migration and Landing Zone

A secure Azure foundation and a planned move of your workloads.

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Cloud

AWS Landing Zone and Migration

Accounts, networking and guard rails on AWS, then the move.

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Cloud

GCP Platform Setup

Projects, IAM and networking on Google Cloud done right the first time.

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Cloud

Sovereign and Air Gapped Cloud

Private or on premise AI infrastructure where data must stay in country.

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DevOps

Kubernetes Platform

Production Kubernetes with autoscaling, ingress, secrets and upgrades.

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DevOps

CI/CD Pipelines

Fast, safe releases with automated tests, approvals and rollbacks.

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DevOps

DevSecOps

Security checks inside every build: code, containers, secrets and IaC.

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DevOps

Observability and SRE

Logs, metrics, traces and on call run books that cut downtime.

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Security

Cloud Security and IAM

Least privilege access, posture management and audit readiness.

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Security

Security Assessment

A clear list of risks in your cloud and apps with a fix plan.

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Security

AI Red Team Assessment

Attack your AI features before others do: prompt injection, data leaks, abuse.

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Security

Compliance Readiness

ISO 27001, SOC 2 and DPDP controls mapped to what you run.

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Automation

Workflow Automation

n8n, Power Automate or custom flows that remove repetitive work.

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Automation

AI for Excel, Tally and SAP

Copilots and agents on top of the tools your team already uses.

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Automation

Document AI

Read invoices, claims and forms automatically with human review.

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Automation

Low-code and CRM

Salesforce, ServiceNow, Zoho and Power Platform apps and integrations, with AI built in.

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FinOps

Cloud Cost Optimisation

Find and remove cloud waste with budgets, alerts and rightsizing.

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FinOps

GPU and AI FinOps

Keep GPU and token spend under control as AI usage grows.

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FinOps

FinOps Practice Setup

Tagging, showback and a monthly cost review your teams follow.

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Build and modernise

Full Stack Web App

Idea to launched product, front to back, by engineers who ship.

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Build and modernise

Mobile App Development

iOS and Android apps with a shared code base and a clean backend.

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Build and modernise

API Development and Integration

Clean, documented APIs that connect your systems and partners.

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Build and modernise

Legacy App Modernisation

Move .NET, Java and PHP monoliths to cloud with APIs and AI features.

Enquire
Build and modernise

Mainframe Modernisation

Move COBOL, CICS, DB2 and AS/400 systems to cloud step by step, with tests and a parallel run.

Enquire
Enterprise

Digital Transformation

Modernise your stack and your teams, together.

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Enterprise

ERP Modernisation

SAP ECC to S/4HANA, Oracle EBS and Dynamics upgrades, with clean data and AI on top.

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Enterprise

Fractional CTO

Senior technical leadership, without the full time hire.

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Enterprise

AI Adoption Roadmap

From pilot to production, with value in focus.

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Enterprise

Corporate Training and Upskilling

Hands on programmes that level up your whole team.

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Enterprise

Team Augmentation

Vetted engineers and architects who join your team fast.

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Enterprise

Product Engineering Pod

Full stack, AI and data experts working as one squad.

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Enterprise

Executive AI Awareness

Get your leadership fluent in what AI can and cannot do.

Enquire

Why CareerByteCode consulting

The depth of a large firm, the speed of a marketplace and the care of your own team, without the trade offs.

1000+ architectsA bench across 107+ countries, so the right expert joins in days.
Value in weeksEvery engagement starts with a fixed first sprint, not a long retainer.
One accountable architectA named architect owns your outcome from the first call to go live.
Vendor neutralAWS, Azure, GCP, open source or on premise: we pick what fits you.
Everything trackedRequirements, proposals, invoices, updates and sign off live in your client area.
Support built in30 days of support after go live, with clear response times.
FeatureCareerByteCodeBig consulting firmFreelance marketplaceHiring in house
Senior architects from day one✓PartlyPartly✕
Start in days, not months✓✕✓✕
Fixed first sprint, value in weeks✓Partly✕✕
Written proposal before you pay✓✓✕✕
Vendor neutral advice✓PartlyPartlyPartly
Named architect plus a vetted pod✓Partly✕Partly
Weekly demos and status reports✓✓PartlyPartly
Everything tracked in your own client area✓PartlyPartly✕
30 days of support after go live✓Partly✕✓
NDA before you share details✓✓Partly✓
Scale the team up or down from a 1000+ bench✓PartlyPartly✕

Book a consult

Ways to work with us

Start small, prove value, then scale. Every engagement is priced after a free 30 minute scoping call and a written proposal.

2 to 3 weeks

AI PoC Sprint

Priced after scoping

  • One use case, working demo
  • Value estimate and roadmap
  • Fixed scope
Book a consult
Most chosen

Project Delivery

Priced after scoping

  • Milestone billing
  • Named architect and pod
  • Weekly demos and reports
Book a consult
Monthly

AI Pod and Retainer

Priced after scoping

  • MLOps, support and FinOps
  • SLA backed run book
  • Scale up or down monthly
Book a consult
Leadership

Fractional CTO and AI Advisory

Priced after scoping

  • AI strategy and governance
  • Vendor and hardware selection
  • Board and leadership briefings
Book a consult

From first call to running in production

  1. Discover

    Free 30 minute call, a readiness view and a matched architect.

  2. Prove

    A PoC sprint with a working demo on your data.

  3. Build

    An agile pod, weekly demos, security and evals built in.

  4. Operate

    MLOps, monitoring, FinOps and handover with training.

Built for your industry

HealthcareClinical document AI, triage assistantsAsk about this
ManufacturingPredictive maintenance, vision quality checksAsk about this
LogisticsRoute and inventory AIAsk about this
E-commercePersonalisation, support agentsAsk about this
BFSI and insuranceKYC, claims and compliance AIAsk about this
AutomotiveFleet and telematics MLAsk about this
SaaS and IT servicesLLM features, DevOpsAsk about this
EducationTutors and assessment AIAsk about this

Where are you on the AI ladder?

Tap the level that sounds like you. We tell you the next step.

Next step: Run a free AI readiness call and rank your top 3 use cases.

Plan this step with us

Next step: Pick one use case for a 2 to 3 week PoC sprint on your real data.

Plan this step with us

Next step: Add evals, monitoring and cost controls before you scale.

Plan this step with us

Next step: Stand up an LLM gateway and a governance board.

Plan this step with us

Next step: Optimise GPU and token spend, and plan sovereign or private AI.

Plan this step with us

Questions buyers ask

How fast can you start?

Discovery calls happen within 2 business days. A PoC sprint usually starts within 1 to 2 weeks of sign off.

Who signs the contract and handles NDAs?

Cloudnloud Technologies Pvt Ltd, Chennai, Tamil Nadu. NDAs are signed before any data is shared.

Can you work on our cloud or on premise?

Yes. AWS, Azure, GCP, hybrid and air gapped on premise deployments are all supported.

How is an engagement priced?

After a free scoping call we send a written proposal with scope, milestones and a fixed quote. Taxes are shown separately on every invoice.

Can I join as a consultant?

Yes. Experienced architects and engineers can apply to join the consulting bench. Read about it on the Become a consultant page. Become a consultant

Tell us what you are building

A named architect replies within 4 business hours. No sales spam.

Takes about 2 minutes. Prefer to talk? Book a call.

1 of 3 · About you
2 of 3 · Your project

Services in your brief (optional)

3 of 3 · How to reach you

Talk to us

Prefer to talk first? Email us or message our consulting team.

Cloudnloud Technologies Pvt Ltd, Chennai, Tamil Nadu, India. Privacy

Book a consult

Tell us about your business, your current problem and what you need. A named architect replies within 4 business hours.