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Build & Engineering

AI Agents & Process Automation

Automation that closes the loop, not just drafts the email.

40–70%
Handling time reduction
3–5
Systems orchestrated per flow
100%
Actions logged and reversible

The problem we solve

Agents earn their keep when they complete work inside your systems of record. We design tool-using agents with explicit scopes, deterministic fallbacks and human approval gates at the points where a mistake would cost real money.

What the work includes

Workflow discovery

Task mining and process mapping to find the steps worth automating and the ones worth deleting.

Tool-using agents

Scoped tool access, structured outputs, retries and deterministic fallbacks instead of open-ended autonomy.

Document intelligence

Extraction, classification and validation across contracts, claims, invoices and correspondence.

Human-in-the-loop design

Approval thresholds, escalation paths and reviewer interfaces that make oversight fast rather than ceremonial.

Systems integration

SAP, Salesforce, ServiceNow, Workday, Dynamics and bespoke APIs with idempotent, auditable writes.

How the engagement runs

A sequence you can plan a quarter around.

  1. 01

    Map

    Process baseline, volume and cost per step, automation candidates ranked by risk and value.

  2. 02

    Pilot

    One end-to-end flow in production with a shadow period before autonomy is granted.

  3. 03

    Scale

    Reusable agent patterns, shared tool registry and rollout across adjacent processes.

Common questions

Before you commit.

What stops an agent doing something destructive?
Scoped tools, allow-lists, spend and volume limits, approval gates on irreversible actions, and a full audit trail.
Do you replace our RPA estate?
Often we wrap it. Deterministic RPA stays where it works; agents handle the judgement steps around it.

Talk through ai agents & process automation.

A 45-minute briefing with the people who would run the work — scope, timeline and a straight answer on whether it is the right next step.

Book a briefing