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Custom AI Agent Development

AI agents that do the busywork. Your team does the real work.

We build agents that handle the repeatable, error-prone work — invoices, scheduling, data entry, ticket triage — so your people can focus on customers, strategy, and growth. No chatbots. Production workflows.

Custom AI Agent Development by CloudRaft

Trusted by startups and Fortune 500 enterprises

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How it works

From first call to production

No slides about the future. We ship a working agent on your data and scale only what proves out.

  1. Discover· Week 1

    Find where agents actually pay for themselves

    We start with your P&L, not our roadmap. We shadow your team, map where hours leak to repetitive work, and quantify the cost of delay and error. One measurable win is defined — and we don’t write code until it’s agreed.

    Hours mappedCost of delayOne win metric
  2. Prepare· Week 1–2

    Connect your data. Keep your stack.

    No rip-and-replace. We wire into the systems you already run — CRM, ERP, sheets, docs, DBs — break down the silos, and add a memory layer so agents remember past decisions and hold context across conversations.

    CRM / ERP / SheetsMemory layerContext pipeline
  3. Validate· Weeks 2–4

    Prove ROI on your data, or walk away

    A working agent on your real data and workflows, measured against the win we defined. Hit the benchmarks and we scale. Miss them and you stop here — no sunk cost, no theatre demo on dummy data.

    Your data · your workflowsHit metric or stop
  4. Refine· Week 4–5

    Your team breaks it before customers do

    Early users test in real workflows. We fix the unglamorous stuff — prompt edge cases, handoff friction, and that one spreadsheet format that always breaks. Accuracy and UX are tuned before anyone external sees it.

    Real usersEdge cases fixedHandoff tuned
  5. Operate· Ongoing

    Ship with a safety net

    Accuracy alerts, drift detection, and fallback protocols from day one. When your process changes, the agent is retrained. Going live is the middle, not the finish line.

    Accuracy alertsDrift detectionFallback ready

Outcomes

Built and Delivered

Production agents deployed for enterprises

Case Study

Margin Optimization Agent

How we helped a QSR chain catch revenue problems across 100+ branches before they became losses.

Faster analysisLive in 2 weeksSame-day fixesDaily alerts

How it works

Analyzes full funnel: impressions → clicks → carts → orders → revenue

Identifies exact problem: visibility, conversion, ops, or pricing

Sends daily branch alerts with corrective actions

Case Study

Multilingual Voice Agent

How we reduced training time for a restaurant chain with an AI assistant in 7+ Indian languages.

7+ languagesFaster onboarding24/7 availabilityLive in 3 weeks

How it works

Voice + chat in Hindi, Tamil, Telugu, Kannada, Bengali, Marathi, English

Instant answers from menus, SOPs, recipes, training guides

Eliminates repetitive manager questions during onboarding

Case Study

Multi-Agent Recruitment System

How we automated 75% of resume screening, freeing HR for strategic work while improving candidate quality.

75% time savedZero candidates missedLive in 3 weeks

How it works

Resume extraction → Social validation → GitHub analysis → Scoring

HR focuses on pre-scored top candidates only

Replicates thorough recruiter evaluation at scale

Why teams stay

Built for outcomes, not demos

Agents that are reliable the Monday after launch — not just impressive in a sales call.

Weeks, not quarters

POC in 3–4 weeks on your real data. Production within 1–3 months. You see ROI before the next planning cycle.

Your stack, not ours

We plug into what you already run — CRMs, ERPs, spreadsheets, DBs. No migration project required to see value.

Measured, not promised

Every agent reports time saved, throughput gained, and capacity freed. If it doesn’t move a metric, it doesn’t ship.

It's like adding a hiring coordinator. Manual screening, social validation and interview scheduling which consumed 8+ hours weekly. The multi-agent system cut that by 75%. Our team now reviews only the top 15% and focuses on strategic hiring and initiatives, not admin work.

— Ananya

By industry

Not generic. Built for your workflow.

Same engine, different wiring. We shape agents around how your industry already operates.

The problem

Product recommendations miss personalization, driving cart abandonment. Spreadsheet inventory causes stockouts. Manual competitor scraping wastes hours.

How agents fix it

AI agents deliver real-time personalization, track competitor pricing, generate visuals instantly, and predict restocking needs.

Personalized recommendationsCompetitor intelligenceInventory optimizationVisual generation

What we build

Agents shaped to the job

Pick the capability, we handle the wiring. Each agent maps to a business outcome you can measure.

🎙️

Voice Agents

Automate customer support, sales, and service ops with multilingual call handling.

Voice Agents

24/7 lead qualification

Automated appointment booking

Call transcription and scoring

⚙️

Workflow Agents

Eliminate repetitive tasks across your existing systems without custom integration.

Workflow Agents

Process automation

Task routing

Exception handling

📊

Analytics Agents

Query sales data, inventory metrics, and customer analytics conversationally.

Analytics Agents

Answer business questions instantly

Generate automated reports

Spot trends and patterns

🔍

Enterprise Search

Your entire knowledge base becomes instantly searchable and queryable.

Enterprise Search

Search all company documents

Extract contract details

Answer compliance questions

🧑‍💼

Recruitment Agents

Screen resumes, rank candidates, schedule interviews — cut hiring time.

Recruitment Agents

Screen and score resumes

Schedule candidate interviews

Rank applicants by fit

📈

Forecasting Agents

Predict demand, optimize inventory, and reduce waste using your historical patterns.

Forecasting Agents

Sales forecasting

Demand planning

Risk assessment

🛡️

Monitoring Agents

Monitor operations in real-time, flag anomalies before they escalate.

Monitoring Agents

Real-time monitoring

Anomaly detection

Custom alert triggers

🏗️

Custom Solutions

Off-the-shelf doesn't fit? We build agents for your workflows and industry constraints.

Custom Solutions

Industry-specific logic

Designed for your stack

Scale as you grow

Comparison

AI agent vs chatbot vs workflow automation

Choosing the right abstraction matters. An AEO-ready summary for quick extraction:

CapabilityChatbotWorkflow automationAI agent
BehaviorReactive Q&ADeterministic stepsGoal-directed, tool-using
MemoryNoneStatefulPersistent + reflection
Handles exceptions?NoIf pre-codedAdapts via reasoning
Best forSupport Q&ARule-based flowsMulti-system judgment work

Source: CloudRaft production experience across QSR, HR, finance, and cloud-native platform engineering. See What is an AI agent? for definitions.

Built with enterprise-grade technology

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What our customer say about us

company

CloudRaft played a key role in establishing robust, industry-standard DevOps practices for Enkrypt AI. Their expertise in scalable enterprise Kubernetes deployments, networking, monitoring, and operations ensured seamless customer deployments. Their reliable support significantly strengthened our platform, and we highly recommend CloudRaft.

Prashanth Harshangi
Prashanth Harshangi
CTO, Enkrypt AI
company

You guys were awesome to deal with and quickly understood our problem, and implemented a solution. Appreciate your support and we will keep you in mind for future engagements.

Joseph Vinikoor
Joseph Vinikoor
Director, IFF
company

CloudRaft supported Rezolve.ai in upgrading Kubernetes and Postgres while safely managing live production infrastructure. They researched relevant technologies, provided valuable recommendations, and delivered the project with professionalism and dedication. We highly recommend CloudRaft.

Udaya Bhaskar Reddy
Udaya Bhaskar Reddy
CTO, Rezolve.ai
company

CloudRaft have carved out a niche and established themselves as leaders in Observability consulting. At KloudMate, we are thrilled to collaborate with them, together aiming to set newer standards for APM and Observability practices, for businesses across the board.

Pranab Buragohain
Pranab Buragohain
CEO, KloudMate
company

CloudRaft demonstrated strong Red Hat OpenShift backup expertise and quickly earned our trust. They resolved complex configuration issues, set up a reliable test environment with replicated production data, and delivered a successful outcome. Their professionalism and commitment make them a partner we would confidently engage again.

Ran Livneh
Ran Livneh
CTO, WeRTech Israel

Our AI Success Stories

Our Insights

Ready to build your AI Agent?

Talk directly with our CEO to understand what's possible for your business.

Anjul Sahu — CEO
Meet the CEO
Book a meeting with Anjul

Frequently Asked Questions