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

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.