AI-integrated software systems for measurable business impact

Pragmatic Engineering
Modularity
Security & Privacy by Design

Our Core Values

Built on principles that ensure reliable, scalable, and transparent AI solutions

Pragmatic Engineering

Real-world solutions that work in production environments

Modularity

Flexible architecture that adapts to your growing needs

Transparency

Clear communication and visible progress throughout

Continuous Learning

Evolving solutions based on data and feedback

Core Offerings

Modular building blocks that combine into custom AI solutions tailored to your business needs

AI-Integrated Backend

For mid-size product teams and SaaS founders

API DesignLLM IntegrationCI/CD Pipeline

Average Timeline: 4-8 weeks

Scope your backend MVP →

Knowledge Systems

For legal, consulting, and support operations

Vector SearchQ&A InterfaceETL Pipeline

Average Timeline: 3-8 weeks

Evaluate your corpus →

Rapid PoC

For decision-makers needing fast validation

PrototypeEvaluationRoadmap

Average Timeline: 2-6 weeks

Design validation sprint →

Automation & Workflows

For ops, customer success, and finance teams

Event-DrivenOrchestrationMonitoring

Average Timeline: 4-10 weeks

Map your workflow →

Advisory & Training

For leaders adopting AI solutions

Architecture ReviewWorkshopsGovernance

Average Timeline: 1-6 weeks

Book technical review →

Measured Impact

Focused on steady, real-world improvements that support your operations.

97–99%

Typical Uptime

250–400ms

Average Response Time

85–93%

Automation Reliability

$0.005–$0.02

Typical Cost per Inference

85–90%

Average Relevance Score

4.6/5

User Satisfaction

Our Process

Structured approach from discovery to deployment and beyond

0

Pre-Sales / Discovery Call

Initial consultation to understand your needs and challenges

Goal: Alignment and feasibility assessment

1

Discovery (1-2 weeks)

Deep dive into requirements, data inventory, and success metrics

Deliverables: Scope, metrics, data inventory, risk register

2

Architecture & Design (1-3 weeks)

System design, API contracts, and security planning

Deliverables: Architecture diagram, API contract, security checklist

3

Development & Iteration

Agile development with continuous testing and feedback

Deliverables: Codebase with CI/CD, tests, staging deployment

4

Evaluation & Launch

Performance testing, documentation, and production deployment

Deliverables: Performance report, runbook, handoff docs

5

Maintenance & Growth

Ongoing support, monitoring, and feature development

Deliverables: Health reports, backlog grooming, roadmap updates

Technology Stack

Modern, proven technologies for reliable AI solutions

FastAPI
Docker
PostgreSQL
Redis
Vector DB
GitHub Actions
Prometheus
Fly.io

Security Baseline in Every Engagement

We implement comprehensive security measures from day one, ensuring your AI systems are protected with enterprise-grade safeguards, compliance frameworks, and monitoring.

View Security & Compliance