AI · Software · IT — under one roof

Evolve the way your business runs

We help companies turn AI, software, and IT into real business outcomes. From intelligent automation to custom platforms and managed infrastructure, EvoLine takes you from idea to production — securely, reliably, and at your pace.

3
pillars — AI, software & IT under one roof
4–10×
typical AI cost reduction via routing & caching
End-to-end
strategy → build → deploy → operate
On-prem
private deployment for sensitive data
Why EvoLine

We ship production AI — not slideware

The differences that show up in your results, not just the pitch.

Production-ready, not just demos

We design, build, deploy, secure, and operate. You get systems that run in production — not prototypes that stall after the pitch.

Provably accurate

We measure quality with real evaluation frameworks and metrics — so accuracy is something we prove, not just claim.

Vendor-neutral

We work across every major model provider and open source. The right model for the job — no lock-in.

Cost-optimized

Smart model routing and caching typically cut AI spend 4–10× without sacrificing quality.

Privacy-ready

On-premise and local deployment options for regulated, sensitive, or air-gapped data.

End-to-end

Strategy → data → build → deploy → operate. One accountable partner across the whole lifecycle.

Our approach

We start with your problem, not our toolkit

We match each need to the simplest, lowest-cost approach that solves it — then scale up only when the value justifies it.
01

Prompt Engineering + Frontier APIs

Live in days

Fast intelligence on top of the best hosted models — the simplest path when it already solves the problem.

02

RAG — private knowledge

1–3 weeks

Grounded answers from your own documents and data, with citations and access control.

03

Agentic AI

2–6 weeks

Systems that plan, act, and automate multi-step workflows across your tools and data.

04

Custom fine-tuning

3–8 weeks

A specialized model you own — for accuracy, latency, cost, or privacy the base models can't reach.

Technology stack

Strong engineering across modern platforms

Vendor-neutral by design. We pick the right tool for the job across AI, data, cloud, and the open-source ecosystem.

AI & Machine Learning

OpenAIAnthropic ClaudeGoogle GeminiLlamaMistralPyTorchTensorFlowHugging FaceLangChainvLLM + more

RAG & Vector Search

QdrantPineconeWeaviateChromaFAISSpgvectorElasticsearch + more

MLOps / LLMOps

MLflowLangfuseWeights & BiasesKubeflowVision: OpenCV, YOLOSpeech: Whisper + more

Data Engineering

Apache Spark / PySparkKafkaAirflowdbtSnowflakeBigQueryDatabricks + more

Backend

.NET / C#Python (FastAPI, Django)Node.jsGoNestJSREST / GraphQL / gRPC + more

Frontend

ReactNext.jsTypeScriptVueAngularSvelteReact NativeTailwindAstro + more

Databases

PostgreSQLMySQLMongoDBRedisClickHouseSQL ServerOracleElasticsearchDynamoDB + more

Cloud & Platforms

AWSAzureGoogle CloudCloudflarePrivate / on-premSelf-hosted + more

DevOps & IaC

DockerKubernetesTraefikTerraformAnsibleGitLab CIGitHub Actions + more

Security & Observability

SSO / OIDCAuthentikAzure AD / EntraGrafanaPrometheusOpenTelemetry + more

Don't see your stack? We probably work with it anyway. What's here is what we reach for most — we adapt to the tools and clouds you already run. Tell us what you use →

Industries

Built for the work you actually do

We bring domain context to every engagement.
View all industries
Financial Services
Healthcare & Life Sciences
Retail & E-commerce
Manufacturing
Legal & Professional Services
Insurance
Logistics
Media & Marketing
Public Sector
Telecom & Technology
Data Centers & Private Cloud
End-to-end delivery

From idea to launch — and beyond

We support the full lifecycle and can join at any stage.
01

Discovery & alignment

We understand your goals, users, constraints, data, and where value really is.

02

Strategy & roadmap

We pick the simplest approach that solves it, with a clear plan, scope, and success metrics.

03

Architecture & design

We design systems that are scalable, secure, and fit for long-term growth.

04

Build

We implement with modern engineering discipline — and prove accuracy with real evaluation.

05

Infrastructure & deployment

We prepare environments, pipelines, and observability across cloud, hybrid, or on-prem.

06

Validation & hardening

We test for reliability, safety, and compliance until it's ready for production.

07

Launch

We ship to production and make sure it performs under real-world load.

08

Operate & evolve

We monitor, optimize, and keep improving — managed services and roadmap support.

Want the detail on how we engage? See our engagement models →

Let's build something that moves your business forward

Ready to evolve how your business runs?

Whether it's an AI solution, a custom platform, or the infrastructure to run it — tell us the problem and we'll map the fastest path to production.