Agentic AI

Production-grade agents that reason over your data, call internal tools, respect guardrails and leave a tamper-proof audit trail.

Where Are You on the Agentic Curve?

Most organisations stall at Level 1 because they jump straight to tooling without the governance, eval-data and human-in-the-loop scaffolding that Level 2 demands. Our fixed-price builds close those gaps in 4 weeks – then prove it with benchmarks you can take to your CIO.

Move the slider to see the controls, metrics and deliverables that unlock each level – based on 2024 enterprise deployments.

L0
Chat-bot
L1
Retrieval
L2
Pilot
L3
Agent
Metric (industry median 2024) L0 L1 L2 L3
Task success rate68 %78 %86 %94 %
p95 latency4.2 s2.1 s1.2 s
Escalations / 1 k tasks12014≤ 1
Token cost $ / 1 k tasks0.200.551.101.40
Audit coverage0 %30 %90 %100 %
Book maturity scan → get gap report

What You Get at Level 1

Move the maturity slider to unlock capabilities. Grey items become available at higher levels.

Reasoning Engine

  • Single-turn Q&A with citations
  • ReAct / OpenAI-functions loop
  • Multi-step goal decomposition (max depth 10)
  • DAG planner with rollback edges
  • Context window 32 k–128 k + summariser
  • Deterministic JSON output via constrained decoding

Tool Use & Integrations

  • REST / gRPC / SQL connectors
  • OAuth2, JWT, mTLS
  • Retry, timeout, circuit-breaker patterns
  • SAP / Salesforce / Workday adapters
  • Rollback & idempotency keys (saga support)
  • Vault-based secret rotation

Safety & Guardrails

  • Prompt-injection shield (heuristic layer)
  • LLM-judge second pass
  • Human-in-the-loop escalation (Slack ≤ 15 min SLA)
  • Policy engine (Rego / OPA) fine-grained permissions
  • Red-team prompt-attack report

Auditability & Compliance

  • Plain-text logs (30 d retention)
  • Append-only decision logs (WORM 90 d)
  • Signed snapshots for every run
  • WORM storage 90 d–7 y retention
  • GDPR right-to-be-forgotten hooks (soft + hard delete)
  • SOC-2 / HIPAA mapping docs included

Observability 360°

  • Task-success rate & basic latency
  • Token-cost per workflow
  • Grafana + Prometheus + Loki dashboards (7 d→1 y)
  • Model-drift detector (embedding distance & KL-div)
  • Budget-burn alerts (Slack + email + PagerDuty)

Deployment & Security

  • Docker runbook + health checks
  • Kubernetes manifests (Kustomize / Helm)
  • Network policies, Pod-security restricted
  • GPU autoscaling (KEDA + cluster-autoscaler)
  • VPC, private subnets, NAT-gateway, WAF optional

Ready to ship your agent?

Book a quick scoping call and receive a fixed-price proposal within 24 h.

Book a scoping call

Request an agent POC quote

Fill in the basics and I’ll email you a one-page SOW + calendar link within 24 h.