← Capabilities/Capability C1Weeks 1–6 · first agent live by week 337 production agents shipped

Generative & Agentic AI — LLMs · Agents · RAG

We don't ship chatbots. We ship governed digital workers — agents with tools, memory, evals and a P&L line. Every agent is contracted to an outcome and instrumented end-to-end.

Agents in production

Eval pass rate

>94%

Cost per task

−68% vs human baseline

Commission this capability →See deliverables

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Deliverables

Everything that ships

Agent blueprint
Tool inventory, memory schema, escalation paths, guardrail policy.
RAG pipeline
Vector + hybrid retrieval, freshness SLOs, citation enforcement.
Eval harness
Golden set, regression suite, online judge with weekly scorecards.
Multi-agent orchestrator
Planner/worker/critic loops with deterministic fallbacks.
Cost & latency dashboard
Per-task spend, p95 latency, hallucination rate.

Pod composition

Agent Architect
ML Engineer
Prompt/Eval Lead
Domain SME

Example output · Agent contract · renewals.copilotyaml

agent: renewals.copilot
tools: [crm.read, contracts.draft, slack.dm]
memory: episodic + semantic(qdrant://renewals)
guardrails:
  pii: redact
  pricing: human_in_loop_above 50000
slo:
  task_success: 0.92
  p95_latency_ms: 2400
owner: pod.renewals

Timeline

Weeks 1–6 · first agent live by week 3

1
Week 1
Workflow excavation
Map the 5 highest-value tasks; pick the agent's first job.
2
Week 2-3
Agent v1 + evals
Tool wiring, RAG, golden set, first internal pilot.
3
Week 4-6
Hardening & rollout
Guardrails, online evals, controlled production rollout.

FAQs

Things prospects ask

Which model do you use?

Whichever wins the eval. We benchmark across frontier + open models per task and re-run monthly.

How do you stop hallucinations?

Citation enforcement, retrieval grounding, an online judge model and a human-in-loop ladder above defined risk thresholds.

Who owns the agent post-launch?

You do. We hand over the eval harness, runbook and on-call rotation, with optional managed ops.

Commission · C1 Generative & Agentic AI

Stand up Generative & Agentic AI in Weeks 1–6.

We'll respond within one business day with a scoping note, a fixed-price outcome contract, and a named principal. Your details sync straight into our concierge queue.

• Outcome-priced — no T&M.
• Sovereign by default — your data, your region, your keys.
• Wired into the Fuel Pressure gauge from day one.