Autonomous AI Agents

We Build AI Agents
That Run Your
Operations

Korvus Labs engineers autonomous AI agents that execute complex workflows — replacing manual processes with intelligent systems that work 24/7.

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The Challenge

The AI Promise
vs. Reality

Everyone talks about AI transformation. Few can bridge the gap between hype and real-world systems that actually run your business.

95%Failure Rate

Failed Projects

95% of AI projects stall before reaching production. Most never make it past the proof-of-concept stage.

95%Never reach production
0Delivery Gap

Slide Decks, Not Code

Traditional consultants leave you with PDFs and roadmaps. You need engineers who ship working systems.

0Lines shipped
10×Fit Problem

One-Size-Fits-All

Generic AI tools don’t fit your workflows. Custom agents built for your processes deliver 10× the value.

10×Value from custom
6mo+Hiring Crisis

Talent Gap

AI engineers are impossible to hire and even harder to retain. You need a team that’s already built.

6mo+Avg. time to hire
What We Do

From Strategy to Operations.
One Team.

Seven integrated capabilities. One accountable team. From your first AI strategy session to agents running in production.

Core Service

Autonomous Agent Development

The core of what we do. We build production-grade AI agents that reason, plan, and execute multi-step workflows end-to-end. These are not chatbots — they are autonomous systems that operate within your tooling, handle edge cases gracefully, and improve with every interaction.

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Key Deliverables
Custom-built autonomous agents with tool-use and memoryMulti-agent orchestration for complex, cross-functional workflowsRetrieval-augmented generation (RAG) pipelines for domain knowledgeHuman-in-the-loop guardrails and escalation logic
strategic ai consulting

Strategic AI Consulting

We evaluate where autonomous agents will deliver the highest ROI across your organisation. Through rigorous process mapping, capability audits, and competitive analysis, we build a prioritised roadmap that turns AI ambition into measurable business outcomes — before a single line of code is written.

AI readiness assessment with gap analysisPrioritised use-case roadmap with ROI projectionsTechnology selection and vendor evaluation report+1
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solution architecture

Solution Architecture

We design the technical blueprint that turns your agent strategy into a buildable plan. Our architects map data flows, define integration points, and specify the infrastructure required — so every component fits together seamlessly from day one.

System architecture diagrams and data-flow specificationsAPI integration design and contract definitionsInfrastructure and scaling plan (cloud, on-prem, or hybrid)+1
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end to end implementation

End-to-End Implementation

We do not hand over a proof-of-concept and walk away. Our engineering team integrates agents into your production stack, connects them to your existing tools and databases, and ensures they run reliably at scale with full observability.

Full production deployment with CI/CD pipelinesIntegration with CRM, ERP, ticketing, and internal toolsLoad testing, failover configuration, and SLA validation+1
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workforce transformation

Workforce Transformation

Agents work alongside your people, not instead of them. We design the operating model that lets human teams supervise, steer, and collaborate with AI agents — including change management, upskilling programmes, and new role definitions.

Human-agent collaboration operating modelTeam upskilling and AI literacy training programmeRole redesign and task-reallocation plan+1
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agentops

AgentOps

Deploying an agent is just the beginning. AgentOps is our ongoing service that monitors agent health, tracks performance metrics, tunes prompts and models, and continuously improves your agents based on real-world feedback — so they keep getting better, not stale.

Real-time monitoring dashboards with alertingContinuous prompt and model optimisationDrift detection and automated retraining triggers+1
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ai governance compliance

AI Governance & Compliance

We help you deploy AI agents that meet the strictest regulatory requirements — including the EU AI Act, GDPR, and industry-specific mandates. From risk classification to audit trails, we bake compliance into the architecture rather than bolting it on later.

EU AI Act risk classification and conformity assessmentData governance framework with lineage trackingBias testing, fairness audits, and explainability reports+1
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Applications

Agents for Every Function

Purpose-built AI agents that integrate into your existing workflows and deliver measurable impact from day one.

Customer Ops

Autonomous ticket resolution and escalation

Data & Analytics

Automated reporting and insight generation

Back Office

Invoice processing, reconciliation, approvals

Supply Chain

Demand forecasting and inventory optimization

Sales & Outreach

Lead qualification and personalized outreach

Quality & Compliance

Automated audits and regulatory checks

IT / DevOps

Incident response and infrastructure management

Content & Knowledge

Knowledge base curation and content generation

Impact

Results That Speak for Themselves

Measurable outcomes from real agent deployments across industries.

0%Manual Work Reduction
0×Throughput Increase
<0 wksTime to First Agent
0/7Agent Availability
How It Works

From First Call to First Agent in Weeks

A proven methodology refined across dozens of agent deployments.

1
Day 0

Discovery Call

We listen. You share your biggest operational pain points, current tech stack, and goals. We’ll tell you honestly if AI agents are the right fit.

2
Week 1–2

Assessment

Our engineers audit your workflows, data sources, and integration points. We identify the highest-impact agent opportunities and map dependencies.

3
Week 2–3

Architecture

We design the agent system: tool integrations, reasoning chains, guardrails, and fallback strategies. You review and approve before a single line of code.

4
Week 3–6

Build & Deploy

Iterative sprints. Working agents in staging by week 4. Production deployment with monitoring, alerting, and rollback capabilities built in.

5
Ongoing

AgentOps

Continuous monitoring, evaluation, and improvement. We optimize agent performance, reduce costs, and expand capabilities over time.

Why Korvus Labs

Why Companies Choose Korvus Labs

Six reasons enterprise teams trust us with their most critical AI initiatives.

End-to-End Ownership

We don’t hand off. From strategy through deployment to ongoing operations, one team owns the outcome. No finger-pointing, no gaps.

Agents, Not Chatbots

We build autonomous agents that reason, plan, and execute — not glorified FAQ bots. Our agents handle multi-step workflows with real decision-making.

Production-First

Every agent is built for production from day one. Monitoring, error handling, fallbacks, and graceful degradation are not afterthoughts.

Full Data Sovereignty

Your data stays yours. We deploy on your infrastructure, in your cloud, behind your firewall. No data leaves your environment.

AgentOps Included

Deployment isn’t the finish line. We monitor, evaluate, and continuously improve your agents. Performance dashboards and cost analytics included.

German Rigor + SV Speed

Berlin-based engineering precision meets Silicon Valley pace. We move fast without cutting corners on quality or compliance.

What Clients Say

Within six weeks, Korvus Labs had three agents handling our entire Tier 1 support pipeline. Our ticket backlog dropped 73%, and customer satisfaction scores hit an all-time high. The agents don’t just respond — they actually resolve issues end-to-end.

SC
Sarah Chen

Head of Operations, Series B SaaS Company

Technology

Vendor-Agnostic. Best-in-Class.

We select the right tools for your use case — never locked into a single vendor.

OpenAIAnthropicGoogle GeminiMistralLangChainLlamaIndexAWSAzureGCPOpenAIAnthropicGoogle GeminiMistralLangChainLlamaIndexAWSAzureGCP
KubernetesTerraformPythonTypeScriptRustPostgreSQLPineconeWeaviateKubernetesTerraformPythonTypeScriptRustPostgreSQLPineconeWeaviate
Get Started

Ready to Deploy Your First Agent?

30-minute discovery call. No pitch deck. We’ll tell you honestly if AI agents are the right fit.

Book a Discovery Call

Response within 24 hours