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Solutions

Engineering services across six disciplines.

We deliver engineering services across software, cloud, security, artificial intelligence and research. Each solution can be engaged on its own or combined with the others, and every engagement is scoped in writing before work begins, with clear deliverables, responsibilities and acceptance criteria.

Software development

Software built to be maintained, not just shipped.

Custom applications, internal platforms and integrations, engineered for maintainability, testing and long-term operation by your own team.

  • Clear module boundaries and versioned APIs

  • Automated testing at every level that matters

  • Documentation your team can work from

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api-contract.md
POST /v1/orders
requires  idempotency-key
returns   201 created | 409 duplicate | 422 invalid
tests     contract + property tests in CI
owner     your team, from day one
plan before apply
$terraform plan
+ 12 to add ~ 0 to change - 0 to destroy
# reviewed like any other change
$terraform apply
environment matches the repository

Cloud computing

Cloud platforms you can rebuild from a repository.

Architecture, migration and operation of cloud platforms, with infrastructure defined as code, observability built in and costs reviewed regularly.

  • Architecture and migration plans with clear trade-offs

  • Infrastructure as code, reviewed like any other code

  • Observability and cost reviews built into operations

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Virtualization

Private infrastructure for sensitive workloads.

Virtual machine and container platforms, workload consolidation and private infrastructure for sensitive or demanding workloads.

  • Clear network segmentation between workloads

  • Centralized identity and access control

  • Backup and recovery that are tested, not assumed

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  1. Hostsconsolidated capacity
  2. Segmentsisolated by design
  3. Identityone source of truth
  4. Backuprestores rehearsed
From capacity to recovery
Review findingssample
FindingSeverityStatus
Over-broad service accounthighfixed
Unencrypted internal linkmediumfixed
Missing audit trail on admin actionsmediumplanned
Outdated base imagelowfixed
Illustrative example

Cybersecurity

Find the weakness before someone else does.

Threat modeling, architecture review, hardening and security engineering for networks, applications and cloud environments.

  • Threat models tied to your real assets

  • Architecture reviews with prioritized findings

  • Hardening applied, then verified

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Artificial intelligence

Machine learning you can evaluate and reproduce.

Machine learning systems and data pipelines, with evaluation criteria defined up front and results that can be reproduced and checked.

  • Evaluation criteria agreed before training

  • Data pipelines that track provenance

  • Results recorded so they can be repeated

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Evaluation review
Does the new model beat the baseline on held-out data?
Yes on 4 of 5 slices. Slice 3 regresses by two points: details, seeds and data version are in report 12.
Can we reproduce it?
Yes. Code, data version and parameters are recorded: one command repeats the run.
Experiments completedeach one repeatable
Documented

Applied research

From the open question to a method others can repeat.

Scientific computing and applied research projects, from defining the question to delivering documented, reproducible methods.

  • A precisely stated research question

  • Documented methods and tracked experiments

  • Results prepared for review and, where appropriate, publication

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Working with us

Engage us the way that fits the work.

Every engagement is scoped in writing, with clear deliverables, responsibilities and acceptance criteria. From a focused review of an existing system to the design and delivery of a new platform.

Three ways to engage
ModelWhen it fitsWhat you receive
Focused reviewYou need an expert view on an existing systemFindings, risks and a prioritized plan
Project deliveryYou need a platform or application builtThe system, tests, documentation and runbooks
Research partnershipYou have an open technical questionDocumented, reproducible methods and results

Tell us what you need to get right.

Describe the context, the constraints and the outcome you need. A member of our team will respond within one business day to arrange a first discussion.