H7M AB — Senior-Led Architecture. AI-Accelerated Delivery.

Expert cloud architecture, AI-assisted product development, and end-to-end delivery. We design the system. We verify what ships. You get speed and quality. Based in Uppsala, Sweden.

Services

Previous Deliveries

H7M AB · Org. nr 559510-1782 · Uppsala, Sweden
Methodology

H7M Delivery Model

Senior-led delivery. AI-accelerated execution. Outcomes we stand behind.

Human Architecture • AI Co-Development • Automated Quality • Accountable Release

We take responsibility from architecture to production — the same senior team from design through delivery.

Foundation
011/4

Human Architecture

Decisions before code

Lead architect assigned from day one

Built by practitioners with 25+ years delivering regulated and mission-critical systems.

The same seniors who design also deliver.

We design the system first — aligning business goals, domain logic, and technical constraints before any implementation.

What clients get

  • A shared model business, engineers & AI can reason about
  • Decisions documented before execution
  • Technology choices validated against business outcomes

How we do it

Mission workshop (1–3 days)

  • Outcome definition & success criteria
  • Map actors, processes & responsibilities
  • Define core concepts, events & lifecycles
  • Identify integrations & constraints
  • Model security, compliance & data boundaries
  • Target architecture + phased delivery roadmap

Deliverables

  • Architecture Decision Record (ADR) set
  • Domain model & contracts
  • Security & compliance baseline
  • Delivery slices & risk map
  • Scope & price for Phase 1
022/4

AI Co-Development

AI acceleration. Human accountability.

AI produces → Humans decide.

Every AI output is reviewed by the same architects responsible for the release.

No vendor lock-in. All output human-readable & maintainable.

We use AI for

  • Implementation scaffolding from ADR & domain model
  • Automated test generation & contract tests
  • IaC modules (Terraform / CDK)
  • Security & compliance checks
  • Legacy migration assistants
  • AI agent design & orchestration
  • Documentation from code + decisions

Humans own

  • Architecture, security & compliance
  • Business rules & domain integrity
  • Acceptance criteria
  • Release decisions & gating
  • Non-functional requirements

Result

  • Faster delivery without sacrificing quality
  • Consistent structure & conventions
  • Lower defect rate
  • Full maintainability (no AI lock-in)
  • Predictable scope & cost
033/4

Automated Quality

Nothing ships without proof.

Required quality gates

  • Automated tests (unit, integration & contracts)
  • Security baseline (SAST + deps + secrets)
  • Standards checks (OWASP/CIS aligned)
  • Performance budget (regression checks)
  • Architecture & API rules (linted + enforced)
  • Human sign-off for release

Definition of Done

  • Tested
  • Deployable (repeatable)
  • Observable (logs, metrics, traces)
  • Reversible (rollback ready)
  • Documented (runbook + ADRs)

Evidence is captured in CI (reports, approvals, and release notes).

044/4

Go-Live & Ownership

We deliver systems, not code

We own go-live: rollout, monitoring, incidents, recovery.

Infrastructure

  • IaC-based environments (repeatable & auditable)
  • Rollback & recovery runbooks

Operations

  • SLOs & monitoring from day one
  • AI agent observability & guardrail monitoring
  • Runbooks & incident ownership

Accountability

  • 30-day post-release support window
  • Named owner with response targets

Evidence captured in CI/CD: release notes, approvals, monitoring links, runbooks.

Engagement Model

Mission Inception

Fixed Price

1–3 days

Led by the architects who will deliver Phase 1 — producing a buildable architecture, verified scope, and fixed-price plan.

  • Domain, API & event model
  • Architecture Decision Record set
  • Security & compliance baseline
  • Risk & dependency map
  • Fixed-price plan for Phase 1

Phase 1 — Delivery

Fixed Price

4–8 weeks typical

Delivered by the same seniors who designed the system

Fixed scope, fixed price, named senior leads

  • Architecture-led implementation
  • AI-accelerated development
  • Acceptance criteria tied to business outcomes
  • Quality gates
  • Go-live with post-release support

Phase 2 — Ownership & Growth

Optional

Monthly retainer

Optional, driven by Phase 1 outcomes

  • Measured improvements (SLO & usage)
  • Feature expansion on the same model
  • Performance, cost & security tuning
Track Record

Previous Deliveries

Production environments. Real constraints. Shipped.

Case Summary

Thermo Fisher / Olink

Serverless Data Platform & AI/ML

Pipeline factory orchestrating thousands of containerized bioinformatics workloads in parallel — automatic retries, adaptive compute right-sizing, and real-time operational dashboards.

Strict reproducibility at massive parallel scale

AWS CDKLambdaStep FunctionsECSDynamoDBSageMakerPython
Case Summary

Telia Company

AI/ML-Powered Alert Routing

ML-driven messaging platform that classifies, prioritizes, and routes operational alerts in real time across AWS, GCP, and Azure — replacing manual triage for Telia's cloud maintenance teams.

Multi-cloud ML inference with a 90-day audit trail

AWSSESSNSSQSLambdaStep FunctionsGolang
Case Summary

Thermo Fisher Scientific

AI Platform Agent

A Bedrock-powered agent that helps users explore the platform and get advanced technical answers but also generating advanced SQL queries over complex Athena datasets.

Generating advanced SQL Queries over complex Athena datasets

AWSBedrockAthenaPython
Case Summary

SJ & SAS

Enterprise CRM

CRM platforms for Sweden's national railway and SAS Airlines — full lifecycle from requirements to production across 10+ person teams.

Enterprise-scale with strict security and compliance

JavaScriptSQLMySQLCSSCRM

Why H7M

H7M is a senior-led delivery partner combining human architecture with AI-accelerated execution. We own the outcome from inception to go-live — using automated quality gates and measurable acceptance criteria.

Differentiators

  • Same seniors from inception to go-live
  • Fixed scope, fixed price, named leads
  • Quality gates in CI/CD (tests, security, policy)
  • Evidence-based delivery (ADRs, release notes, runbooks)
  • AI acceleration, human accountability
Next Step

Talk to the architects who will deliver the work

A short call to map risk, align scope, and choose the safest next step.

No calendar booking required

  • Response within 24h
  • No sales handover
  • Same seniors from inception to go-live
H7M

Senior-led architecture. AI-accelerated delivery.

From system design to production ownership.

© 2026 H7M AB. Org. nr 559510-1782. All rights reserved.

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