Applied AI engineering for ambitious businesses
Build an AI product feature, bring intelligence into complex operations, or connect an agent to approved tools and context. AlgoLabs works alongside your team from opportunity and technical design through implementation, evaluation, launch, and ongoing care.
Both levels include managed operation of what we build. The first implementation is separately scoped and quoted. Your proposal sets the engineering capacity, support, usage, and integration boundaries.
Tier 1 / AI Engineering
For an established team building one valuable AI product or operational capability at a measured pace.
Initial discovery and implementation quoted separately.
Tier 2 / AI Systems Partner
For funded projects with greater integration complexity or a wider, actively managed roadmap.
Initial discovery and implementation quoted separately.
These tiers are not unlimited development or infrastructure. Work outside the agreed capacity, material expansion, third-party costs, and excess usage are separately agreed before they are incurred.
The deliverable follows the opportunity. It might be an AI feature inside your product, document intelligence for specialists, a connected operational system, or an agent that uses approved tools. We define the first release and evaluate it before expanding.
Custom logic, interfaces, and AI behavior designed for your users and business context.
Purposeful integrations with your business APIs and systems, with appropriate permissions.
Representative tests, observable actions, exception handling, and human approval where it matters.
Hosting, monitoring, updates, recovery support, and feedback-led iteration within the agreed plan.
Timing depends on scope, data readiness, integrations, and testing needs. We agree the plan after discovery, not before understanding your project.
Discovery
Clarify the business need, intended users, existing architecture, data access, risks, and a useful first capability.
Design and build
Choose an appropriate AI approach, implement the scoped capability, and connect the required tools and business context.
Evaluation and launch
Check representative outputs, failure cases, access controls, human approvals, and recovery before launch.
Ongoing partnership
Host, monitor, maintain, review feedback, and plan the next iteration within agreed engineering and usage allowances.
Managed care starts at launch with an initial 90-day term, then month to month unless agreed otherwise. The proposal defines engineering capacity, usage, third-party costs, support, ownership, data export, offboarding, and expansion. No unlimited usage or development.
AI project discussion
Tell us about the product idea or operational challenge, who would use it, and the systems involved. We will discuss technical fit and a sensible first scope.