Solutions

From one workflow to a
whole agent operation.

End-to-end technology services built for reliability, scale, and growth — and the agent fleets that build and run them. The model doesn’t matter. The system does.

What we build

Engineering across the whole stack — and the agents that run it.

Six disciplines, one operating model: spec-first, serverless, and production-grade. No shortcuts, no servers to patch.

01

Serverless & Cloud Architecture

Event-driven, serverless systems on AWS that are cost-efficient, infinitely scalable, and need minimal ops overhead.

  • AWS Lambda, API Gateway, EventBridge
  • Serverless orchestration frameworks
  • Infrastructure as Code (IaC)
02

Software Development

Full-cycle product development — from architecture decisions to production-grade code, shipped with modern best practices.

  • Backend APIs and microservices
  • Frontend web applications
  • CI/CD pipelines and DevOps
03

Data Science & Machine Learning

We extract value from your data — ML models, data pipelines, and analytics platforms that deliver actionable insight.

  • Big Data processing with Spark
  • OpenSearch and DynamoDB solutions
  • ML model development and deployment
04

AI Agents & Automation

We build the agent swarms and automation pipelines we run ourselves — spec-first, audited, and production-grade.

  • Orchestrated multi-agent workflows
  • Spec-driven build, review, and deploy
  • Guardrails: budgets, gates, audit trail
05

Data Processing Systems

High-throughput pipelines that move millions of events without failure — real-time or batch, designed for reliability at scale.

  • Stream and batch ingestion
  • EventBridge, SQS, Step Functions
  • Idempotent, replayable by design
06

Consulting & IT Audit

We assess your existing systems, find costly inefficiencies, and deliver a clear roadmap for performance, cost, and security.

  • Architecture review and optimization
  • Cloud cost analysis
  • Security and compliance audit
Three ways we work

Autonomy is a dial, not a switch.

Engage us at the right setting and graduate from there — from augmented, to supervised, to fully autonomous operations.

01

Automation projects

Augmented — human drives, agents multiply

We pick one workflow and automate it end-to-end. A developer and an agent work in one session, every change watched live; the human owns each decision and merge. Scoped, fixed, and shipped fast.

02

Augmented delivery team

Supervised — agents execute, humans gate

Embed an agent-augmented squad alongside yours. Agents work whole tickets unattended, with a review agent and human validation before anything reaches Done. This is how fundshub.io was built.

03

Managed autonomous ops

Autonomous — agents run, humans audit

We operate scheduled agent loops that act without a human present, inside hard guardrails: budget caps, kill-switches, scoped access. The same autonomous architecture we run on our own product today.

Technology

A deliberately boring, battle-tested stack.

We specialize in what most teams avoid — serverless, event-driven systems on AWS. The same tools behind every system we ship.

AWS LambdaPythonDynamoDBEventBridgeApache SparkOpenSearchAWS SAM / CDKCloudFrontPostgreSQLStep FunctionsSQSS3Machine LearningAI AgentsEvent-DrivenServerlessDockerCI/CD
Start here

Pick one workflow.
We’ll automate it end-to-end.

The best proof is a running pilot on your real data — spec’d in a week, shipped with a full audit trail. Tell us what’s slowing you down.