01 / Input
Understand your environment
Define user intent, allowed actions, required confirmation and escalation rules with the customer.
Services / AI & Automation
Agentic Systems & Workflow Automation
We build tool-using agents with typed REST/MCP adapters, server-side identity checks, tenant-scoped permissions, explicit approvals and traceable outcomes. Retries, duplicated webhooks, partial operations and human escalation are part of the integration, not afterthoughts.
EXPLORE THE COMPLETE SERVICE
AI Agent Development & Security
Put AI to work. Keep your systems in control.
Integration architecture
What happens when an agent asks a tool to perform an action the user did not authorize?
End-to-end development of narrowly scoped AI agents, customer support automations, internal assistants and multi-step business workflows. We design the agent, implement typed tool calls and webhooks, connect it to the systems of record and verify its behavior. MCP may be appropriate for some integrations; ordinary authenticated APIs are often simpler and safer.
Enforce permission checks outside the model, separate tool output from instructions and preserve an audit trail.
Scope an agent integrationPRODUCTION ACCEPTANCE
Allowed/denied test matrix, tool-call traces and human approval behavior.
Acceptance and live access are confirmed for the specific customer environment.
Integration path
Integration and verification
Engineering capabilities
- Define user intent, allowed actions, required confirmation and escalation rules with the customer.
- Design agent orchestration, deterministic workflow steps, state transitions and bounded context handling.
- Implement authenticated tool adapters, REST/JSON integrations, webhooks and optional MCP servers.
- Connect CRM, support, appointment, inventory or proprietary APIs with tenant-scoped permissions.
- Enforce identity, authorization, per-action scopes, idempotency and approval gates on the server.
- Build sandbox or staging fixtures, tool-error simulation, evaluation suites and regression checks.
- Add cost budgets, telemetry, prompt/version controls, retries, timeouts and human handoff.
- Package deployment configuration, operational runbooks and customer-team training for maintainable ownership.
Integration and delivery
- Workflow map, API contracts, trust-boundary diagram and agreed success criteria.
- Implemented agent configuration or code plus authenticated integration services.
- Staging environment with automated tool-use and negative-path evaluations.
- Observability, rate limits, cost controls, incident fallback and escalation design.
- Integration documentation, test results and a hands-on technical handoff.
Interactive demonstration
Engineering in practice
Interactive engineering guide
Interactive walkthrough of engineering choices and their tradeoffs.
Explore ProjectsHOW THE WORK IS DELIVERED
Expertise you can put to work.
Explore how our engineering and security work moves from discovery to implementation, testing and delivery.
02 / Verification
Investigate and implement
Design agent orchestration, deterministic workflow steps, state transitions and bounded context handling.
03 / Output
Deliver practical results
Workflow map, API contracts, trust-boundary diagram and agreed success criteria.
Example deliverable structure
Clear findings. Practical next steps.
01Affected component & scope
02Observed behavior and reproduction
03Impact, preconditions and limits
04Correction, owner and retest
Our Approach
How we work with your team
Discovery
We review your goals, existing environment and the systems or workflows involved.
Engagement planning
Data access, model behavior, tool permissions and human approvals are defined before a live integration. We define the delivery plan and responsibilities together.
Results and handoff
Your team receives the agreed implementation or findings, testing results and a clear next-step plan.
Learn more about our process: Our Approach.
Related Services
Next step
Have a workflow that should be handled by an agent?
Describe the required action, systems it must access, authentication constraints, volume and what happens when the task fails. We can scope a working customer integration.