Now booking new engagements

Software with AI in the architecture, not bolted on

We scope honestly, ship cleanly, and stay for the long run. Most partnerships outlast the first project by years.

Start a project → See live work

app.patent-platform.com/applications/17543210 · live

AI summary

Grounded

Latency

2.1s

Cost

$0.018

Eval pass

92%

Sources

4 grounded

What we believe

Five things we say out loud that most agencies don't

Pricing in writing, before any work starts

A signed scope with what's in, what's out, who does what, what it costs, and how long it takes. So nothing about the work is a surprise.

The team in the kickoff is the team in the code

The engineers you meet on day one are the same ones writing your code on day 800. We bet on long partnerships, which means the same people on your project the whole way through.

AI lives in the toolkit, not the marketing line

We use RAG, agents, evals, and observability when they earn their place in the product. On the first call, we'll talk through whether AI is the right fit for what you're building, or whether something simpler will get you there faster.

Engagements that outlast the first project

Six or seven years isn't unusual. The work has to earn the next month, every month, and you should be free to leave if it doesn't.

We tell you what we'd do if it were our money

Sometimes that means "build less," or "don't build this at all." When that's the call, we'll say so. And we'll walk through why.

Industries we ship for

Same level of work, whatever the vertical

We have shipped production AI and software across regulated, high-stakes industries. The list below is just where we have done the most work.

Healthcare

Clinical workspaces, lab integrations, wearables, HIPAA-compliant SaaS.

Legal tech

Contract review, IP search, prior art analysis, eDiscovery workflows.

Fintech

Revenue ops, billing systems, reconciliation, fraud detection.

Real estate & title

Title automation, property data, e-signature, transaction platforms.

Civic & government

Case management, citizen services, FedRAMP-aligned platforms.

Internal ops & data

Agentic workflows, lead enrichment, internal dashboards, custom tooling.

Your industry?

Don't see yours? We have shipped across 20+ verticals. Tell us what you're building.

Start a conversation →

AI in production

Agent runs you can inspect, end-to-end

Step-by-step traces, retrievals, tool calls, eval scores, per-run cost. The kind of AI we run ourselves and ship for clients across legal, fintech, and operations teams.

console.agentplatform.dev/runs/run_8KqmZ2

Lead enrichment · Q4 outbound

Running · step 4 of 5

run_8KqmZ2

Plan

Decomposed prompt into 6 sub-tasks. Selected gpt-4o for reasoning, haiku for retrieval scoring.

+0.4s

Retrieve

Pulled 42 chunks from vector://leads-corpus. Top similarity 0.91. Reranked to top 8.

+1.2s

Tool call · web.fetch

Resolved 3 company URLs. Extracted recent funding, headcount, and tech stack.

+3.8s

Synthesize

Generating draft brief grounded in 8 sources. Streaming · 1,847 tok emitted.

running...

Eval · faithfulness + completeness

Will run promptfoo eval against gold set on completion.

queued

Application development

Web apps, SaaS platforms, internal tools. From MVP to multi-tenant scale.

DevSecOps

Security wired into the pipeline. SOC 2, HIPAA, FedRAMP evidence collected automatically.

Cloud infrastructure

AWS, GCP, Azure as code. Cost guardrails, reliability that does not need a dashboard.

UI / UX design

Research, design system, components. A clean handoff your team owns on day one.

Featured work

Shipped in 2018, still running today

See the full archive →

Healthcare SaaS · HIPAA compliant · 7-year partnership

Biocanic, a unified workspace clinicians live in

We built Biocanic from scratch in 2018 and still ship for them today. Lab data, wearables, and patient records, unified into a single workspace 1,000+ practitioners use every day.

They've been the engineering team I wish I'd hired in-house, for seven years running. Same people, same standards, same care.

Founder, Biocanic

Active practitioners

Lab integrations

Major incidents in 7 yrs

Active practitioners

↑ 18% YoY

Lab feeds processed

↑ 42% YoY

Platform usage · 7 yrs

Practitioners Sessions

The Elevate Build Loop

Four steps, the first one is free

From the first call to launch, you'll know what's next, what it costs, and who's doing it. No surprises along the way.

30 min · free

Listen

You talk, we listen. By the end you'll know if it's a fit and what the next step looks like.

In writing

Scope

What's in, what's out, who does what, what it costs, how long it takes. Signed before any work starts.

In your tooling

Embed

Our engineers embed with yours. Daily standups, weekly demos, real staging on day one.

After launch

Stay

Most clients stay six or seven years. Same team, same standards, every time you check in.

We'd love to hear what you're building

No deck, no commitment. Just 30 minutes with the engineers who'd be on your project.

Start a project → Book a 30-min call

The people who'd be on your project