/ Core AI services

We take AI from idea to production. Fast.

Six practice areas across the AI delivery lifecycle

Six practice areas across the AI delivery lifecycle

Intelligent process orchestration

End-to-end automation of multi-step business processes with dynamic decision routing.

AI-triggered event pipelines

Event-driven workflows that activate on data signals, emails, or API inputs.

Document & data extraction

Automated parsing, classification, and routing of unstructured documents at scale.

Human-in-the-loop integration

Seamless handoff points between AI automation and human review or approval.

Model deployment & serving

Scalable inference infrastructure with load balancing, versioning, and monitoring.

Vector database & RAG setup

Embedding pipelines, retrieval-augmented generation, and knowledge base architecture.

LLMOps & observability

Prompt logging, latency tracking, cost dashboards, and model evaluation tooling.

Fine-tuning & adaptation

Domain-specific model customization using LoRA, PEFT, or full fine-tuning pipelines.

AI-assisted code generation

Copilot integrations and custom agents that accelerate feature development cycles.

Automated code review

AI agents that review PRs for bugs, security issues, and style consistency.

Requirement-to-spec agents

Transform product briefs into technical specs, user stories, and architecture docs.

Autonomous debugging & patching

Agents that detect, diagnose, and propose fixes for runtime errors and regressions.

Generative UI prototyping

Prompt-to-wireframe and prompt-to-prototype tools for rapid design iteration.

Design system intelligence

AI that enforces design tokens, component reuse, and accessibility across Figma or code.

Content & copy generation

In-context AI for UX writing, microcopy, and localization within design workflows.

User research synthesis

Automated clustering and summarization of interview notes, surveys, and feedback.

AI test case generation

Automated creation of unit, integration, and edge-case tests from specs or existing code.

Visual regression testing

AI-powered detection of unintended UI changes across builds and environments.

Autonomous E2E test agents

Self-healing test bots that adapt to UI changes and simulate real user journeys.

Defect triage & prioritization

ML-based scoring of bug severity, duplication detection, and resolution routing.

AI policy & risk frameworks

Tailored governance policies covering model use, data handling, and liability boundaries.

Bias & fairness auditing

Systematic evaluation of model outputs for discriminatory patterns and disparate impact.

Compliance monitoring

Continuous tracking of AI outputs against GDPR, EU AI Act, and internal controls.

Model explainability & audit trails

Tooling for decision traceability, lineage documentation, and stakeholder reporting.

/ Tools

Building blocks for scalable,

intelligent systems

We design and scale intelligent systems with a modular tech stack that

orchestrates LLMs, workflows, and observability.

LLMs & framework

Anthropic

Grok

Pytorch

OpenAI

TensorFlow

Llama

Gemini

Mistral

Grok

LangChain

NLP & data

spaCy

Hugging Face

LangChain

Dev tooling & observability

Github

Langfuse

Cursor

Pinecone

Infra & integration

Azure

AWS

GCP

Onprem

AI UX design tool

Claude Code

Figma

Adobe XD / Creative Cloud

v0

Uizard

Visily

UX Pilot

Lovable

Spline

Relume

Replit

/ Tools

Building blocks for scalable,

intelligent systems

We design and scale intelligent systems with a modular tech stack that

orchestrates LLMs, workflows, and observability.

LLMs & framework

Anthropic

Grok

Pytorch

OpenAI

TensorFlow

Llama

Gemini

Mistral

Grok

LangChain

NLP & data

spaCy

Hugging Face

LangChain

Dev tooling & observability

Github

Langfuse

Cursor

Pinecone

Infra & integration

Azure

AWS

GCP

Onprem

AI UX design tool

Claude Code

Figma

Adobe XD / Creative Cloud

v0

Uizard

Visily

UX Pilot

Lovable

Spline

Relume

Replit

/ Tools

Building blocks for scalable,

intelligent systems

We design and scale intelligent systems with a modular tech stack that

orchestrates LLMs, workflows, and observability.

LLMs & framework

Anthropic

Grok

Pytorch

OpenAI

TensorFlow

Llama

Gemini

Mistral

Grok

LangChain

Dev tooling & observability

Github

Langfuse

Cursor

Pinecone

AI UX design tool

Claude Code

Figma

Adobe XD / Creative Cloud

v0

Uizard

Visily

UX Pilot

Lovable

Spline

Relume

Replit

NLP & data

spaCy

Hugging Face

LangChain

Infra & integration

Azure

AWS

GCP

Onprem

/ Case study

Overlake Medical Center

AI-powered clinical assistant

A production-ready AI system integrated directly into clinical workflows — reducing documentation overhead and improving care team efficiency at scale.

Image

HIPAA-compliant AI intake

$0K

$0K

Annual savings

Cutting processing by

66%

less than before

Image

LinkIt!

Scaling an educational platform with Gen AI

Enabled faster, data-driven decisions in education by auto-surfacing at-risk students and generating real-time intervention insights.

Conexiom

Conexiom website redesign & product-led onboarding (PLO)

Conexiom automates orders and invoices at scale, processing 1B+ line items annually. Their shift to product-led growth required a high-performing, self-serve website.

Image

/ Case study

Overlake Medical Center

AI-powered clinical assistant

A production-ready AI system integrated directly into clinical workflows — reducing documentation overhead and improving care team efficiency at scale.

Image

HIPAA-compliant AI intake

$0K

$0K

Annual savings

Cutting processing by

66%

less than before

Image

LinkIt!

Scaling an educational platform with Gen AI

Enabled faster, data-driven decisions in education by auto-surfacing at-risk students and generating real-time intervention insights.

Conexiom

Conexiom website redesign & product-led onboarding (PLO)

Conexiom automates orders and invoices at scale, processing 1B+ line items annually. Their shift to product-led growth required a high-performing, self-serve website.

Image

/ Case study

Overlake Medical Center

AI-powered clinical assistant

A production-ready AI system integrated directly into clinical workflows — reducing documentation overhead and improving care team efficiency at scale.

Image

HIPAA-compliant AI intake

$0K

$0K

Annual savings

Cutting processing by

66%

less than before

Image

LinkIt!

Scaling an educational platform with Gen AI

Enabled faster, data-driven decisions in education by auto-surfacing at-risk students and generating real-time intervention insights.

Conexiom

Conexiom website redesign & product-led onboarding (PLO)

Conexiom automates orders and invoices at scale, processing 1B+ line items annually. Their shift to product-led growth required a high-performing, self-serve website.

Image
  • Drs looking at software designed by Devblock. Photo by vitaly-gariev
  • thrv Thrv is a PE-backed platform focused on rapidly validating and scaling new portfolio company initiatives. Their success depends on speed to insight and the ability to replicate product execution across investments.