AI automation that actually runs in production.
Agents, pipelines, and guardrails with observability, fallbacks, and clear control paths.
What we deliver
Agents, pipelines, and guardrails with observability, fallbacks, and clear control paths.
- Agent orchestration + tool integrations
- Guardrails, evaluation checks, and fallback logic
- Observability (logs/metrics/traces)
- Documentation + runbooks
Delivery journey and checkpoints
Where this fits
Who sees the most value from this track.
- Support triage, routing, and knowledge retrieval
- Ops automation for alerts, deployments, and reporting
- Data pipelines with monitoring and evals
What you get
Clear outputs you can ship and operate.
- Agent orchestration + tool integrations
- Guardrails, evaluation checks, and fallback logic
- Observability (logs/metrics/traces)
- Documentation + runbooks
Operational visibility and controls
Process
A predictable 4-step delivery path.
- Discovery + scope alignment
- Architecture and repo scaffold
- Iterative build with demos
- Hardening + launch support
Reliability and safety
Controls and checks to keep this stable.
- Threat modeling and checklists
- Tests and validation for key paths
- Observability hooks for incidents
- Secure secrets and access practices
- Rollback and recovery guidance
Typical 4-week plan
Adjustable based on scope and risk.
- Week 1: scope, architecture, repo scaffold
- Week 2–3: build + integrate
- Week 4: harden + deploy + monitoring
What we need from you
Keep delivery unblocked.
- Clear goals and constraints
- Primary contact for fast decisions
- Access to repos/services
- Preferred tooling and environments
See similar builds
Browse recent delivery snapshots to see how we ship.
Answers for this service
Will this replace my team?
Details
You may also need
Adjacent capabilities you can pair with this track.
AI agent development with production guardrails.
Task-specific agents with tool use, evals, and fallback logic for reliability.
LLMOps and guardrails.
Evaluation pipelines, safety checks, and rollout controls for AI systems.
Telegram bots and automation.
Command bots, alerting, and workflows tied to your stack with safety checks.
Accelerators you can use
Pre-built components to ship faster.
Delivery and systems blueprint
Quick facts
- Timeline: Week 1: scope, architecture, repo scaffold
- Deliverables: 4+
- Support triage, routing, and knowledge retrieval
Primary actions
Ready to start?
Book a 15-min call or message us on Telegram to scope this service for your product.