We build production software that ships where you need it.
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.
Five disciplines. One team. Your stack.
Four phases. Duration is a scope question.
Two architects, your operators, whiteboard mode. We map the workload, constraints, data boundaries, and the smallest provable outcome. Output drives every number below.
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.
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.
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.
The shapes we ship.
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
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
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
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
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
One conversation. One price. One handshake.
Whiteboard the workload, risks, data boundaries. Decide the right shape of the pilot.
- Signed architecture doc
- Failure-mode + risk list
- Fixed prototype quote
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
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
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
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.
- 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. - 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. - 03 You need a
$500 gigor 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. - 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. - 05 You have
no named operatoron your side.We need one accountable decision-maker inside your org. Not a committee. Not a "we'll circle back." Without that, nothing ships.
What works where. No magic quadrants.
| 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 |
The contract before the contract.
Three ways to start. All of them short.
Pick the entry that matches where you are. A 30-minute call is free. A workshop is $5K. A formal RFP routes to the same inbox.
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