Workflow and agent design
Define the jobs, decisions, handoffs and approval points before choosing the tooling. The operating map comes first; the model choice follows it.
Enterprise capability · AI deployment
Put AI inside the marketing operation.
We design and deploy governed AI workflows across research, planning, production, campaign operations, reporting and knowledge. Connected to your systems. Owned by your team. Built with human approval where judgment matters.
The deployment sequence
Four stages, in this order.
Tooling is the last decision, not the first. The sequence protects the operation while the capability is added to it.
Data and integration
Connect approved sources, marketing platforms, knowledge systems and reporting channels, with permissions that mirror the ones your team already works under.
Evaluation and governance
Test accuracy, brand fit, source use, permissions and failure states before scale. Every workflow ships with the conditions under which it should be switched off.
Enablement and ownership
Operating documentation, team training, observability and a clear change process, so the system keeps working when we are not in the room.
Where it runs
Six places the work actually changes.
Deployment is scoped to jobs a team already does every week, so value is legible before scale.
Market and audience reading
Source-tracked synthesis across category, competitor and customer evidence, with citations your team can check.
Briefs and channel plans
Structured briefs generated from live performance and positioning inputs rather than a blank document.
Creative and content throughput
Variant production inside brand constraints, with human approval before anything is published.
Campaign and channel work
Naming, taxonomy, QA, anomaly checks and routine build tasks handled consistently across markets.
Reading, not dashboards
Narrative reporting that states what changed, what caused it, and what the next decision is.
The operating memory
Decisions, tests and source packs kept retrievable, so context survives team and agency changes.
Governance
The conditions we deploy under.
Adoption fails on trust before it fails on technology. These conditions are written into every engagement.
Context, approval and commercial truth.
Brand, product, market, priorities and the number that matters.
→
Design, integration and evaluation.
Workflow architecture, systems work, testing and enablement.
Next step
Start with one workflow.
We scope a single high-volume workflow, deploy it under governance, and expand only once it holds.