Agents
Configured prompts, knowledge, tools, objectives, and controlled execution for AI-assisted work.
Services
Forward Deployed Engineers for production AI workflows
Guanta gives teams a platform for agents, observability, security, data, and execution. Our FDEs extend it into the specific workflows, systems, controls, and outcomes each customer needs.
Platform foundation
The reusable base for agentic operations.
Most enterprise AI work should not start from a blank repository. Guanta provides the common production layer, then our team extends it where your process has specific systems, data, approvals, and edge cases.
Observability
Traces, interaction history, evaluations, intent maps, performance views, and review workflows.
Security
Scoped access, authentication, deployment options, private knowledge sources, and review controls.
Database
Structured state, operational records, application data, and process history owned by the workflow.
Integrations
APIs, CRMs, ERPs, internal tools, documents, browser automation, and data pipelines.
AI coding
A controlled environment for building custom screens, workflows, tools, and process-specific software faster.
Forward deployment
A ready Forward Deployed Engineer (FDE) capability, not a hiring project.
Hiring, training, and managing FDEs is hard. Guanta brings Forward Deployed Engineers with the platform: technical people who know how to discover the workflow, build inside customer constraints, and turn customer learning into product leverage.
- Identify a high-value operational problem that is worth deploying AI into.
- Work with users and stakeholders to understand the real workflow, not only the documented process.
- Extend Guanta with the missing integrations, data models, tools, screens, approvals, and observability.
- Launch with measurable outcomes, human review where needed, and a path to expand once the workflow proves value.
Extension patterns
Deployment patterns show how the platform extends.
Instead of presenting thin case studies, Guanta shows the kinds of production workflows the platform and FDEs can build together.
Customer and patient support
Customer reality
Support work depends on local knowledge, policies, user context, escalation rules, and systems that rarely live in one product.
FDE build
Build agents that answer from approved knowledge, use voice or chat when useful, route exceptions, and keep traces visible to the organization.
Reusable leverage
Reusable patterns for governed knowledge, handoffs, user intent tracking, and support workflows that can be adapted to new teams.
Document-heavy operations
Customer reality
Teams need to read, classify, compare, summarize, and act on documents while preserving evidence for review.
FDE build
Connect document sources, extraction tools, review queues, data models, and agent evaluations around the operational task.
Reusable leverage
Reusable document processing, evidence trails, quality checks, and review flows for regulated or high-volume work.
Internal tools and process apps
Customer reality
Many AI workflows need screens, state, permissions, reports, and approval paths that do not exist in the standard product.
FDE build
Use Guanta's database, agent runtime, integrations, and AI-coding capability to build the missing application layer.
Reusable leverage
Reusable components for custom tools, scheduled runs, dashboards, workflow state, and controlled agent actions.
Product leverage
Field work should make the platform stronger.
FDE work is not open-ended consulting. Each deployment should teach Guanta what belongs in the platform, what should remain customer-specific, and how the next workflow can be delivered with more leverage.
- Connectors, tools, templates, and evaluation patterns become reusable.
- Observability improves as new workflows reveal what teams need to review and measure.
- Security and deployment patterns harden through real customer constraints.
- FDEs get faster because they build on a product designed for extension.
Start with one workflow
Turn agent capability into an operational system.
Bring a process that matters. Guanta will help map the workflow, identify where agents can create value, and define the platform extensions needed to run it in production.