Inside your perimeter No egress Apps · APIs · Pipelines · Agents · Platforms Audit · Signed · Owned
Engineering studio · Live projects

We build production software that ships where you need it.

01Apps 02APIs 03Pipelines 04Agents 05Platforms

An engineering practice for teams that need software shipped right. Apps, APIs, data pipelines, multi-agent systems, and platform modernization — designed with your stack, deployed where your compliance says, owned by your team.

Deploy: cloud · VPC · on-prem · air-gap Cloud LLMs or local models — your call Audit-grade logs + HITL gates You own the IP
agent-trace · on-prem
run_8a41f · v2.3.1
deploy · on-prem client · regulated · finance · NDA egress · 0 bytes
Built for regulated
Finance Healthcare Government Insurance Legal Telco Energy
// 01 · services

Five disciplines. One team. Your stack.

We scope narrow, ship vertical, and leave the system in your team's hands. Cloud, VPC, on-prem, or air-gap — your call. Start price is the floor; a conversation clarifies the right tier in 30 minutes.
// 02 · how we ship

Four phases. Duration is a scope question.

Anyone who quotes a timeline before seeing the scope is guessing. We quote duration after the workshop, in writing, with a fixed price. Every phase ends with a signed-off artifact you own.
// 01 · scope
Workshop

Two architects, your operators, whiteboard mode. We map the workload, constraints, data boundaries, and the smallest provable outcome. Output drives every number below.

You leave with // signed architecture doc // risk + failure-mode list // fixed prototype + pilot quotes
// 02 · prove
Prototype

Running software on your infra. Real data subset, real auth, real failure modes. Never a slide deck. We either prove the path or kill the project here — and we'll be the first to say kill if that's the honest answer.

You leave with // running prototype // runbook + observability // go / no-go decision
// 03 · ship
Pilot

Production rollout to a single workflow, team, or region. HITL gates on if you asked. Audit trails on. SLOs measured. Your operators run it, we observe and harden.

You leave with // production-grade system // handoff docs // rollback plan tested
// 04 · operate
Operate

Optional retainer: we stay for incident response, model updates, and scale-out. Or you take the keys and we're out. Both are honest answers — and both are priced clearly before anyone signs.

You leave with // option to own outright // or retained SLA // or a clean handoff
// 03 · workload patterns

The shapes we ship.

Not case studies. Patterns — the classes of work we're built for. Every engagement is bespoke. Every outcome is signed off by your team.
// pattern 01 Banks · Insurance
Report automation at scale

Regulatory reports, month-end close, reconciliation, batch settlements. Millions of rows a day, tested to the digit, reproducible on demand. The kind of work where one wrong number becomes a compliance filing.

  • Idempotent batch pipelines + replay
  • Schema-aware row-level validation
  • Signed-off output artifacts with lineage
  • SLAs for daily/weekly/monthly windows
● Live pattern $50K+ Pilot start
// pattern 02 Finance · Telco · Ops
Tier-1 ops triage

Ops teams buried in tickets. Half are repeat classifications. We build a triage layer with approval gates — using Claude, OpenAI, or local models, whichever fits your compliance and budget.

  • Cloud or local LLM — your call per workload
  • HITL gate before any write action
  • Audit trail + replay for every decision
  • Operator time returned to exception work
● Live pattern $50K+ Pilot start
// pattern 03 Healthcare · Legal · Public
Document extraction at scale

Thousands of documents per day, privileged content, strict retention rules. We build extraction + review tools that match your data-handling rules — self-hosted when required, cloud-hosted when faster and compliant.

  • OCR + structured extraction (self- or cloud-hosted)
  • Reviewer UI with diff and sign-off
  • Scoped field-level access controls
  • Shipped as a bounded internal service
▸ Ready to build $50K+ Pilot start
// pattern 04 Telco · Energy · Gov
Legacy-to-modern bridge

Mainframe or Oracle-heavy system-of-record. Modern frontends and mobile apps need typed access without rewriting the core. We ship the connective layer.

  • Typed API surface in front of legacy
  • Read replicas + change-data-capture
  • Observability from day one
  • Zero migration risk to the core system
✓ Proven shape $15K+ Prototype start
// pattern 05 Regulated · multi-site · high-availability
Platform modernization

Aging JVM or monolithic deployment across multiple sites. Rolling updates fail, observability is blind, and every release is manual. We re-lay the platform with containers, CI, and telemetry — without a six-month freeze.

  • Containerization + signed artifact pipeline
  • Ansible / infra-as-code rollouts
  • OpenTelemetry + structured logs
  • Rolling deploys with verified health probes
● Live pattern $50K+ Pilot start
A note on specifics. We operate under NDA. Logos, vertical names, and metrics are withheld until engagement. If you need a reference call, we'll arrange one after the workshop scope is signed. Ship receipts > stock photos.
// 04 · pricing

One conversation. One price. One handshake.

A ladder, not a menu. Most operators start with the Pilot after a one-week Prototype. We quote fixed prices, not hours.
// tier 01
Workshop
$5K1 week · two architects

Whiteboard the workload, risks, data boundaries. Decide the right shape of the pilot.

  • Signed architecture doc
  • Failure-mode + risk list
  • Fixed prototype quote
// tier 02
Prototype
$15K2 weeks · vertical slice

One thin, running slice of the full system. Real data subset, real infra. Go / no-go answer.

  • Working software on your infra
  • Runbook + observability
  • Honest feasibility verdict
// tier 03
Pilot
$50K+4–6 weeks · production

Production-grade rollout to a single workflow, team, or region. HITL gates on. Audit trails on.

  • Production system on your infra
  • Handoff + training for your team
  • Rollback plan, tested
// tier 04
Retainer
$5–30K/mooptional · monthly

We stay for incident response, model updates, scale-out, and feature extensions. Cancel anytime.

  • Named architect on call
  • Scoped SLA + response window
  • Quarterly roadmap checkpoint
// 05 · not a fit

When not to hire us.

A shop that says yes to everything is a shop that ships nothing on time. Here's where we're the wrong answer. Saves everyone a month of slide decks.

Honest refusal is the first feature we deliver.

  1. 01
    You want an off-the-shelf SaaS.
    If a commodity tool already solves it, buy that. We build when the shelf is empty or the compliance bar rules shelf-ware out.
  2. 02
    You need someone to blame, not to ship.
    We document decisions, name trade-offs, and co-sign the architecture. If the goal is a vendor-shaped scapegoat, there are larger firms for that.
  3. 03
    You need a $500 gig or a quick-fix hack.
    Our floor is $5K for a workshop. Below that, you'll find better value on a marketplace. Not a knock on marketplaces — just not our shape.
  4. 04
    You want a body-shop of swappable hours.
    We engage on fixed scope, fixed price, fixed deliverable — not hourly staff augmentation. If you need T&M contractors, the big consultancies and freelance marketplaces are the better shape for that.
  5. 05
    You have no named operator on your side.
    We need one accountable decision-maker inside your org. Not a committee. Not a "we'll circle back." Without that, nothing ships.
// 06 · deploy truth table

What works where. No magic quadrants.

Four deployment modes. Honest matrix of what's supported, gated, or off-limits inside each. Use it to pre-check your compliance before a scoping call.
Capability Cloud VPC On-prem Air-gap Hybrid
Apps, APIs & pipelines ✓ Supported ✓ Supported ✓ Supported ✓ Supported
Multi-agent systems ✓ Supportedcloud or local model ✓ Supportedcloud or local model ✓ Supportedlocal model only ✓ Supportedgated bridge
Cloud LLMs (Claude, OpenAI, Gemini) ✓ Supporteddirect or proxied ◐ If compliance allowsegress-gated ✗ Not compatibleair-gap has no egress ✓ Supportedgated bridge
Local / self-hosted models ✓ Supported ✓ Supported ✓ Supportedmodels packaged on-site ✓ Supported
Audit-grade logging ✓ Default ✓ Default ✓ Default ✓ Default
HITL approval gates (when needed) ✓ Available ✓ Available ✓ Available ✓ Available
Customer data boundary Your VPCegress on your terms Your hardwarezero egress by default Your sitehardware-guaranteed Your policygated + logged
Team owns the system post-handoff ✓ Always ✓ Always ✓ Always ✓ Always
// 07 · commitment

The contract before the contract.

Four things we commit to in writing, on every engagement, before the SOW is signed.
// 01
Your data stays where you decide.
Cloud, VPC, on-prem, or air-gap — we ship where your compliance says. Nothing we build pipes your data out without you naming the destination.
// 02
You own the IP outright.
Every line of code, model weight, container image, and runbook ships under a license that makes your team the owner.
// 03
Fixed scope, fixed price, fixed date.
Quoted after the workshop, in writing. No time-and-materials creep. If scope changes, we write a new SOW — not a surprise invoice.
// 04
NDA + DPA is the starting point.
We sign your paper, not ours. Standard DPA, GDPR / HIPAA addendums, vendor-security questionnaires — all expected.
// 09 · practice

Latest from the practice.

Engineering notes from the work. Real problems, real solutions, no fluff.