Haliviq

Your Team,
Your Tools, Your Office

We place senior engineers inside your company, on your repositories and in your daily standup, to get an AI system or a stubborn integration into production. They take the connections to old internal systems that others turn down, work within your security rules, and show progress every week. When they leave, your own developers can run what was built.

Forward-deployed engineering means senior engineers working inside your organization, in person or remotely, on your tools, your repositories, and your standups. Their job is to ship AI systems that reach production, not slide decks. They handle the integrations nobody else wants to touch, respect your security and compliance limits, release something your team can see every week, and write up what they built so that a normal engineering team can maintain it. You are never held hostage by a system only we understand.

Capabilities

Key Capabilities

Concrete capabilities we bring to this engagement — not buzzwords.

Your Team, Your Tools, Your Office

Engineers who join your chat, tracker, repositories, and standup, at your office or remotely, and follow your branching and review rules.

AI That Reaches Production

AI systems built with logging, evaluation, fallbacks, and access control, then taken live and watched while they run.

The Integrations Nobody Wants

Old dispatch software, undocumented internal APIs, and scattered data, connected with tests around every link.

A Handover You Can Live With

Architecture notes, runbooks, recorded decisions, and walkthroughs, planned from week one so your team can take over.

Weekly Shipping Cadence

A working release each week with a short note on what changed, so you always know where the project stands and can redirect it.

Works Inside Your Perimeter

Your infrastructure, your access rules, SSO via SAML or OIDC, and your compliance steps, with sensitive data kept inside your environment.

Tools We Use

Technologies We Use

A broad, production-grade stack we adapt to whatever your organization already runs.

Anthropic ClaudeOpenAIPythonTypeScriptNext.jsPostgreSQLApache KafkaREST & GraphQL APIsAWSGoogle CloudAzureKubernetesTerraformSSO (SAML/OIDC)

How We Work

Our Approach

A clear path from scoping to a shipped, handed-over system — adjusted per mission, never one-size-fits-all.

01

Scope the Mission

Problem, systems, rules, and success measures in a one-page brief

02

Meet Your Engineers

Senior engineers matched to your stack, introduced before day one

03

Embed in Week One

Access, environments, standups, and a first small production change

04

Ship Every Week

A working increment reviewed with your team

05

Harden for Production

Security review, monitoring, failure handling, rollback

06

Hand Over or Extend

Documentation, walkthroughs, and a choice of what comes next

FAQ

Straight answers about how forward-deployed engagements work.

Our engineers work inside your tools, repositories, and standups, not from a distance against a fixed spec. That means a working release each week that your team can see and react to, rather than months of silence followed by something that misses the mark.

Yes. We regularly work entirely within client infrastructure and security boundaries, including SSO integration via SAML or OIDC, without moving sensitive data outside your environment. We follow your access and change-approval process as it is.

You receive a documented handover covering architecture decisions, runbooks, and operating guidance, plus walkthroughs with your engineers. Your team can then maintain and extend the system without keeping us on standby.

Legacy systems, undocumented internal APIs, and messy or inconsistent data sources, the kind of integration work that other vendors tend to avoid or under-scope.

Engagements are scoped around a mission rather than a fixed calendar length. A focused integration project might run 6-8 weeks. A broader embedded engagement that builds and hardens a full AI system often runs 3-6 months.

Pricing is based on team composition and engagement length rather than a single project fee, because scope sharpens as the mission is defined. We share a clear rate structure after the scoping call, so you can budget with confidence.

Yes, entirely. All code, infrastructure configuration, and documentation belong to you. There is no vendor lock-in and no dependency on proprietary tools that we control.

Yes. The team can change as the mission evolves: adding a specialist for one integration, or shrinking once the system is stable and your own team is ready to take over.

No. They can work at your office, remotely, or a mix, depending on your security rules and what suits your team. What matters is that they join your standups and use your tools every day.

A named sponsor, a technical contact, access to the repositories and environments involved, and a description of the systems and rules that apply. During scoping we help you prepare the access requests, which are often the slowest part.

Have a project in mind?

We'd love to hear what you're building.