Humans set intent.
Agents ship the work.

Start with a Light Touch engagement focused on Intent & Specification. Senior consultants work with your team to draft the specification, invariants, and negative space definition. The output is a machine readable artifact and an AI adjusted estimate you can commit to before scaling into build.

Scope changes update the specification, which flows through the delivery harness automatically. Estimation reruns against the AI adjusted breakdown. You see the cost and timeline impact before the change moves into the pipeline.

The specification includes functional and non functional requirements, invariants, negative space definition, and a risk register. Estimation uses four techniques calibrated to phase, with an AI adjusted breakdown separating agent solvable tasks from work that carries traditional effort.

The delivery method preserves continuity. The specification, invariants, review workflows, and harness configuration all live in your repository and the agent runbooks. New team members onboard against these artifacts within days. Senior architects retain context across handovers.

Yes. Clixlogix designed the four models to swap in and out. Most clients begin at Light Touch and expand into Advisory, Team Extension, or Full Partner as results land. Contracts include a lightweight switch clause with no restart cost.

No fixed minimum. A Light Touch engagement starts as small as a two week discovery sprint or a specification engagement. Scope and commitment scale with results from there.

Clixlogix scores every job on task complexity, risk profile, data sensitivity, and cost budget. The cheapest model that clears the bar on all four gets picked. Frontier reasoning handles architecture and specification. Fast open source handles high volume execution. Specialist models handle evaluations, image work, and safety checks. The full framework lives at /ai-model-selection/.

Clixlogix classifies data sensitivity at engagement start. Regulated and confidential data route only to model providers with client agreed terms in place. Public and internal data route more broadly. The delivery harness enforces routing rules, not policy documents. You get a per engagement routing log for audit.

Depends on the job family. High volume execution work such as code generation, content variants, and ad copy runs largely on agents under harness constraints. Architecture, specification, review, and judgment calls stay with senior humans. Every artifact carries a review sign off before it moves downstream.

Three gates. First, a reviewer model plus rubric check at first pass. Second, human review at commit or publish for anything reaching production. Third, evaluation suite pass against a client agreed threshold at release. Regulated or high risk workloads add a compliance sign off.

Evaluation regression monitoring, drift response, provider policy tracking, and cost per task oversight. For growth work, channel performance monitoring, algorithm shift response, deliverability, and cost per lead or conversion tracking. Corrective, adaptive, preventive, and perfective maintenance run continuously.

You do. Full IP ownership of specifications, code, content, creative, evaluation suites, and harness configuration transfers to you on delivery. Clixlogix retains no rights to the delivered work beyond what your engagement contract explicitly grants.