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Grafiesto / Service 03 of 06
Apply intelligence
Ship governed AI workflows with human review, kill switches, cost budgets, and evaluation pipelines — so AI is useful, bounded, and safe in production.
Free 30-minute technical audit. No deck, no sales call.
AI workflows with human review, kill switches, and cost budgets.
Evaluation pipelines that catch regressions before users do.
AI that is useful, bounded, and safe in production.
Data security services
Engineer trust — same team, same repository.
The idea
Ship governed AI workflows with human review, kill switches, cost budgets, and evaluation pipelines — so AI is useful, bounded, and safe in production.
Capability 03 / AI engineering and enterprise AI
The work is successful when the change is visible in the product, not merely described in a presentation.
AI workflows with human review, kill switches, and cost budgets.
Evaluation pipelines that catch regressions before users do.
AI that is useful, bounded, and safe in production.
Deliverables
Concrete, tangible outputs — not vague promises. Each one is a thing you can point at, hand over, and keep.
The exact scope follows discovery. You approve the written problem, acceptance criteria, and deliverables before implementation starts.
4 phases
Each phase has a verifiable exit. You always know where you are, you sign off before the next one starts, and nothing is a black box for three months.
A 30-minute technical audit, then a written problem statement and success criteria you sign off on before any code is written. No deck, no sales call — just the sharpest version of what we're actually building.
Type-safe API contracts, a component library, and a deployment target — all reviewed and approved before implementation. You see the shape of the product before you pay for the build.
Weekly demos against the success criteria, not a black box for three months. CI/CD from day one, so every increment is deployable and every regression is caught before it ships.
Monitoring, alerting, and a runbook your team can actually use. We harden, document, and hand over — or stay on for operations if that's the deal. Either way, nothing leaves with the person who built it.
Selected studio work
6 connected capabilities
Every capability below is built by the same team, in the same repository, against the same standards. The handoffs happen in a pull request, not a kickoff call.
Be discoverable
Shape the experience
Apply intelligence
Build the product
Operate with confidence
Engineer trust
Straight answers
The questions that come up on every first call, answered here so the call can be about your problem instead.
Grafiesto designs bounded AI features such as retrieval workflows, internal copilots, structured content transforms, and agent-assisted operations. Production scopes include typed outputs, deterministic fallbacks, evaluation datasets, cost and latency budgets, observability, and human review wherever an action could affect a person, public content, or a live system.
Permissions and safety rules are enforced in code, not left to a prompt. Grafiesto treats model output as untrusted, validates structured responses, limits tool access, records provenance, caps consumption, tests deterministic failure paths, and adds a kill switch. High-impact actions remain behind an explicit human decision.
Yes, when retrieval is the right solution. The work can cover source ingestion, permission boundaries, chunking, embeddings, retrieval evaluation, citation grounding, freshness, and monitoring. Discovery first tests whether the available source material and quality threshold can support a reliable system before a model or vector database is selected.
Free 30-minute audit
A 30-minute technical audit — no deck, no sales call. We map the problem before anyone touches the solution, and you keep the written problem statement whether or not we work together.