[ AI / Agents ]

AI Agent Development Services that scale.

Custom AI agent development services — production-grade autonomous LLM agents with multi-step reasoning, typed tool use, persistent memory and safe autonomy for sales, support and operations.

LangGraphTool useMemoryGuardrails

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Multi-step

Reasoning

Typed

Tool calls

HITL

By design

Observable

Every trace

[ What we build ]

Engineered for scale.

Agents are powerful and fragile in the same breath. We design agent systems with bounded autonomy, typed tool interfaces, durable state, replayable traces and human-in-the-loop where stakes are real. Demos look easy; reliability is engineering.

[ Features ]

CORE capabilities.

Planner / executor architecture

Decoupled reasoning and execution with clear handoff and checkpoints.

Tool calling

Typed, schema-validated tool interfaces — no hallucinated function calls.

Persistent memory

Episodic, semantic and working memory backed by vector and structured stores.

Guardrails

Policy checks, input/output filters, prompt-injection defence and budget caps.

Human-in-the-loop

Approval gates, confidence routing and graceful escalation patterns.

Observability

Replayable traces, eval suites and dashboards that surface drift early.

[ Process ]

HOW WE deliver.

Discovery & data audit

We map the use case, evaluate data readiness and de-risk the AI hypothesis before any model work.

Prototype & evaluate

Rapid prototypes with structured eval sets so we measure quality before scaling spend.

Productionise

Hardened pipelines, guardrails, observability, cost controls and a CI loop tuned for ML.

Operate & improve

Drift monitoring, eval regression suites and a roadmap that compounds model quality over time.

[ Tech stack ]

Tools we trust.

LangGraphLangChainOpenAIAnthropicPineconePostgresTemporalLangfuse

[ Why this matters ]

Outcomes you measure.

Agents that complete tasks end-to-end, not just chat
Bounded autonomy — fast where safe, escalating where not
Replayable, debuggable behaviour for compliance and trust
Cost and latency budgets enforced in CI

[ FAQ ]

Common questions.

[ Now booking Q3 2026 ]

LET'S BUILD
YOUR AI advantage.

One async intake, one 30-minute call, one tightly-scoped proposal. No procurement theatre.

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