New! Listen to Concept to Cloud - Real stories from the trenches of software engineering
Trusted by NASA Built for Frontiers

Deliver the product your customers have been waiting for.

Assess, build, or embed. We build data and compliance products for regulated customers, from the first data pipeline to the security review that decides whether it ships. Fixed price, senior-led, team-delivered.

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Trusted Across Missions

Mars 2020
Perseverance Pixlise
Voyager
Mission archive
NASA
Mission-critical systems
JPL
Internal Projects
DARPA
Safedocs PDF security
Princeton
The Accelerator
Global compliance advisory
OFAC screening NDA
Consilient
Fintech analytics
Kythera Labs
MMIT healthcare data
Celgene
Oncology pipeline

Featured case study NASA’s Pixlise Read more

Our audience

Who we work with.

Two clear paths in, depending on where you sit.

De-risk the deal. Ship the value plan.

Private Equity

Board-ready technical due diligence pre-deal, hands-on modernisation through the hold period, and exit-readiness before the sale. One team turning the technical part of the value plan into EBITDA, thesis to realisation.

Explore value-creation solutions

AI and data that survives audit

Regulated Industry

AI that ships to production because the guardrails sit in the data model, not the prompt. PII-safe pipelines that keep sensitive data inside the compliance boundary. Delivery calibrated to systems where every decision leaves a paper trail.

Explore audit-ready delivery

Why we’re trusted

Reliability for the highest stakes

Every system ships with a tested answer for how it breaks and how you recover. NASA-grade failure-mode discipline.

AI inside the hard systems

Agentic AI built into production systems, held to the same reliability bar as the rest of the stack.

Senior leadership on every brief

The people who scope the work are the people who ship it. No junior handoff, no partner check-in that vanishes after the sale.

A US company (Spicule Inc), with staffed offices in New York and Alexandria, Virginia, and cover across US hours, 8am to 10pm ET.

Capabilities

Full spectrum solutions where you need them.

With over 20 years in engineering and product, there's not much we can't find a solution for. Below is a small sample of our cross-disciplinary work. Click around.

Product& UXEngineering& CloudData &AnalyticsAI/MLFractionalLeadershipPodCopilotMMITBlackbrookSanctionsMuninnsaikuKinetic

Explore

Hover into some of our recent work.

A slice of recent projects, mapped by discipline. Hover a bubble to see what went into it, or a capability to see how we approach it. There's more where this came from.

Featured case study

Take a look at work we’re proud of.

A history of moving missions forward. See all case studies →

“This is exactly what the field needs. We’ve been building the same crawlers over and over. Now we can finally focus on actual research questions.”

Research Scientist, Princeton Information Environment Studies

Recently shipped

What we’ve been up to.

Our own builds, and the things we put out every week.

Coming up soon Tom at Apache Hop Talk 10 November 2026 virtual and in person Details
Article

The Largest Technology Modernization Effort Ever

Dan Lorenc of Chainguard says we're staring at the largest technology modernization effort ever, and nobody realizes how big or how fast it's going to be. I think he's right, and most of the organizations we work with aren't ready for it.

Oct 4, 2026 Read →
Article

The Great LLM Bake Off

Eight models, one prompt, one screenshot: rebuild the Superhuman UI in SvelteKit. Four free models, four paid ones, and the cost per attempt ranging from nothing to $1.18.

Sep 29, 2026 Read →
Article

Kubeflow: Running Machine Learning on Your Own Kubernetes Cluster

Not every ML team can move data into a cloud managed service. Kubeflow is seven projects that turn a Kubernetes cluster into a training, tuning and serving platform, and it is not for everyone.

Sep 6, 2026 Read →

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Podcast

Concept to Cloud

Long-form conversations with engineering leaders shipping in regulated industries.

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Podcast

The AI Briefing

Short daily updates on the AI moves that actually matter this week.

FAQ

Questions we get most often.

The real objections. Answered.

Tom leads every assessment personally, and is the person on your call, in your Slack, and named on the deliverable. When specialists are needed (data, security, cloud), you meet them before the engagement starts and they stay on for the duration. No senior-pitch, junior-delivery swap.

Ready to start?

Tell us what you’re building.

Send a few lines about the system, the constraint, or the team. We’ll write back honestly about whether we’re the right fit, and if we’re not, we’ll point you to someone who is.

No pitch deck No sales funnel Real engineering talk

Currently booking discovery calls