For enterprise operations teams

Replace fragile manual operations with software your company owns and operates

We map your people, handoffs, and systems, build the automated pipeline, pilot it with real operators, and deploy it onto your own servers.

Request a workflow assessment All engineering services

100%

Client Ownership

Full ownership of source code, models, and infrastructure configurations.

0 KB

Data Leaked

Workflows run inside your firewall, private VPC, or on-premises servers.

3 Stages

Disciplined Delivery

Assessment, bounded pilot, and handover with zero forced long-term retainers.

1 Call

Direct Scoping

Talk directly with founding engineers who build and ship the software.

Engineering Approach & Scope

When high-stakes business operations rely on copy-pasting between spreadsheets, web portals, ERPs, and email inboxes, mistakes happen and throughput stalls. Olib AI designs, builds, and deploys custom workflow software that lives inside your own infrastructure. You own the code, models, and data completely. No recurring SaaS per-seat licenses, no unexpected cloud bill spikes, and no customer data leaving your security perimeter.

Who this engagement is for

Operations teams spending hundreds of hours per week copy-pasting records across unintegrated software

Enterprises with strict regulatory, HIPAA, or financial data isolation requirements

Companies tired of SaaS vendors raising per-seat pricing every renewal cycle

Organizations wanting custom automation backed by proof from real shipped products

Concrete deliverables you receive

Production-ready workflow software running on your own servers or private cloud

Integration adapters for legacy internal portals, databases, ERPs, and email inboxes

Human-in-the-loop exception handling dashboard and notification hooks

Complete test suite, architecture documentation, and maintenance runbooks

Full source code repository handover with zero vendor lock-in

Delivery Stages

Three Bounded Delivery Milestones

We do not ask for open-ended retainers. Every stage has defined criteria, timelines, and deliverables.

01Delivery Stages 01

Assess the operation

We map the operators, inputs, decision gates, target systems, data schemas, exception cases, and baseline operational costs.

Concrete deliverables you receive:

You receive a complete workflow map, security perimeter specification, baseline metrics, and a fixed-price pilot scope.

02Delivery Stages 02

Pilot one bounded workflow

We engineer the smallest high-impact version and run it with real operators, representative data, strict fallback paths, and audit logging.

Concrete deliverables you receive:

You receive measured throughput results, exception handling logs, and a validated production rollout plan.

03Delivery Stages 03

Deploy and hand over

We integrate the validated system into your production environment, document all interfaces, train your team, and establish ongoing operational monitoring.

Concrete deliverables you receive:

Your engineers know exactly what runs, where it runs, how to maintain it, and how to operate it independently.

Firm Engineering Commitments

Guarantees established in writing before any repository or systems access.

Fixed-scope pricing and deliverables agreed upon in writing before any work begins

Full ownership of all software artifacts, trained model weights, and integration logic

Strict mutual non-disclosure agreements executed prior to inspecting sensitive systems

Rollback safety and automated fallback mechanisms built into every pipeline

Frequently Asked Questions

Clear answers regarding confidentiality, execution boundaries, and ongoing maintenance.

FAQ

Where does the custom software run?

On hardware you own or control. We can deploy into your AWS, GCP, or Azure VPC, or onto your bare-metal Linux servers. No data is routed through Olib servers.

FAQ

Do we need a large AI model for our workflow?

Not necessarily. We follow our engineering decision hierarchy: ordinary code and deterministic rules come first. Focused models or LLMs are introduced only for narrow tasks where fixed rules fail.

FAQ

What happens after deployment?

We hand over all code, documentation, and operational runbooks. Your internal team can run the software independently, or you can opt for an agreed ongoing maintenance window.

Other Engineering Practices

Explore our other specialized technical consulting offerings.

For independent founders and fast-moving teams

Launch Review for AI-Built Apps

Built with Cursor, Bolt, or Lovable? We audit authentication, secrets, tenant isolation, database bottlenecks, and LLM billing before launch.

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For high-throughput back office operations

Autonomous Agent Systems

We design and deploy autonomous agent pipelines that process complex documents, sync enterprise systems, and recover from errors reliably.

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Get Started

Schedule a confidential technical scoping call

In our initial call, we confirm technical fit, answer questions, and discuss timeline expectations. We write a detailed scope before any commitment.

Request a workflow assessment