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Automation that keeps
your operations moving

We automate workflows, documents and the handoffs between your systems, with exception handling, human approvals and monitoring, so automation keeps working long after launch.

To kick off a scoped project
1–2 weeks
Daily overlap with your team
4+ hours
Monthly per squad, no hourly bills
Flat fee
Your code, designs and IP
100%

What's included

What we
build for you

6 capabilities, delivered by one squad. Use what you need now and add more as you grow.

  • 01

    Workflow automation

    End-to-end runbooks across teams, tools and systems, with retries, routing and clear states.

    • Runbooks and SLAs
    • Retries and fallbacks
  • 02

    Integration automation

    APIs, events, queues and connectors that remove manual handoffs between systems.

    • API and event bridges
    • Connector patterns
  • 03

    Intelligent document processing

    Extract, validate and route forms, invoices, KYC documents and emails, with checks built in.

    • Validation gates
    • Exception queues
  • 04

    Assisted task automation

    Screen-level automation only where no integration exists, wrapped inside monitored runbooks.

    • UI steps as modules
    • Human override paths
  • 05

    Controls and policies

    Approvals, role-based access, separation of duties and activity records, so every run follows your rules.

    • RBAC and approvals
    • Activity records
  • 06

    Monitoring and reliability

    Run health, alerts, replay and clear root causes, so a failure gets fixed once rather than over and over.

    • Monitoring and alerts
    • Replay and postmortems

Our approach

What usually goes wrong,
and what we do instead

  1. The usual way

    Task scripts that break when a screen changes, a request times out or something unusual turns up.

    How we do it

    Runbooks with defined states, retries and fallbacks, built on system integrations rather than fragile screen steps.

  2. The usual way

    Unusual cases fall out of the process and end up as manual rework.

    How we do it

    Exceptions go to queues with named owners, review steps, approvals and role-based access, so people handle what needs judgement.

  3. The usual way

    Failures go unnoticed until someone escalates them.

    How we do it

    Monitoring, alerts and run health tracking are wired into your operations from the start.

Architecture

How it's
put together

Each layer has a clear job, so the system is easier to secure, test and extend.

  1. Layer 01

    Process discovery

    Find the right work to automate, group the exceptions and measure today's cycle time and cost.

    • Candidate scoring
    • Exception taxonomy
    • Process owners
    • Cost baselines
  2. Layer 02

    Integration and events

    APIs, queues and connectors that turn handoffs between systems into reliable automated steps.

    • APIs
    • Webhooks
    • Event queues
    • Connectors
  3. Layer 03

    Automation engine

    Defined states, branching logic, retries and exception queues, so runs cope with real operations.

    • State machines
    • Branching logic
    • Retries and fallbacks
    • Exception queues
  4. Layer 04

    Monitoring and controls

    Alerts, run health, audit logs, human approvals and replay, so your team stays in control.

    • Alerts
    • Human approvals
    • Audit logs
    • Replay

How we deliver

From first review
to live in production

4 phases, each ending with an output you can review.

  1. Step 1: Process and exception audit

    Map the steps, exceptions, owners and controls, and record today's cycle time and cost as a baseline.

    Output: Automation feasibility blueprint

  2. Step 2: Integrations and connectors

    Build API and event bridges, connectors and retry handling between your systems.

    Output: Stable connectivity layer

  3. Step 3: Orchestration and controls

    Build the runbooks, branching logic, human approvals and exception queues.

    Output: Production runbooks

  4. Step 4: Operate, monitor and improve

    Monitor runs, route alerts, replay failures and keep reducing the exceptions that need manual work.

    Output: Measurable cycle-time improvement

Your team

Who works
on it

Specialists join your squad for this work, alongside a delivery lead who keeps you updated.

  • Automation architect

    Designs the runbooks, states and exception queues, and agrees who owns each part day to day.

    • Runbooks
    • Exceptions
    • SLAs
  • Integration lead

    Connects your systems through APIs, events and connectors, using secure service patterns.

    • APIs
    • Events
    • Connectors
  • Automation engineer

    Builds reusable, tested modules for documents, tasks, services and automation steps.

    • Modules
    • Tests
    • Deployments
  • Reliability and controls lead

    Owns monitoring, alert routing, activity records, approvals and replay, so operations stay in control.

    • Alerts
    • Audit
    • Replay

Trust and control

Safe by design,
not by policy alone

  • Exception queues with owners

    Every exception has an owner, a route and a replay option, so unusual cases never pile up unseen.

  • Controlled access and approvals

    Role-based access, approvals and separation of duties that match your security and compliance needs.

  • Activity records and monitoring

    Traceable runs, run health, alerts and decision logs, with replay when you need it.

You keep full ownership of the code, configuration and documentation we create, with no vendor lock-in.

Tools and standards

We pick what fits your product and team, not the other way round.

Integration
  • APIs
  • Webhooks
  • Event queues
  • Connectors
Orchestration
  • State machines
  • Runbooks
  • Exception queues
Controls
  • RBAC
  • Segregation of duties
  • Audit logs

Results

Related
case studies

More case studies
  • Retail & DistributionAI & Automation

    Orders and invoices: Email order handling replaced by one workflow

    We helped a growing distributor replace repetitive order and invoice handling with one workflow. It captures requests, checks the details, updates business systems and sends exceptions to the right person.

    Connected workflow
    One
    Day-to-day visibility
    Live
  • Financial ServicesAI & Automation

    Document approvals: An AI agent that reads, checks and routes documents

    We built an AI agent that reads incoming documents, captures the key details and checks them against business rules. It updates internal systems, asks for missing information and sends exceptions to the right person for review.

    Document intake
    24/7
    Connected workflow
    1
  • HospitalityAI & Automation

    Hotel procurement: 25% lower operating costs across properties

    We built a procurement platform for a hospitality franchise network that forecasts demand from live usage data and sends purchase orders to suppliers automatically. Operating costs fell 25%, and waste fell 18%.

    Lower operating costs
    25%
    Less waste
    18%
  • HealthTechAI & Automation

    Hospital claims: 42% more revenue recovered

    For a large health system, we built a claims platform that matches EHR evidence to payer rules, automates routine authorisations and logs every decision. It is built to HIPAA requirements. Claims recovery rose 42%, and staff saved 15k hours.

    Higher claims recovery
    42%
    Staff hours saved
    15k

FAQ

Straight
answers

Have a different question? Ask it on a 30-minute call.

Book a call

Intelligent process automation joins workflow automation, system integrations and document processing, so a process such as order handling or invoice approval runs end to end. People step in only for exceptions and approvals, and the whole flow is monitored, with alerts and replay when a step fails.

Planning something like this?

Tell us what you need. We'll suggest the right team and a rough quote range, and an NDA is available before you share anything sensitive.