Custom AI workflows for intelligent automation

We build custom AI workflows that automate work across your CRM, ERP, Slack, and SharePoint, replacing swivel-chairing with intelligent automation wired into the systems you already use.

Trusted by Fortune-500 brands and ambitious startups across 36 countries
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What changes for you

From swivel-chairing
to intelligent automation

Workflows wired into the systems you already run no new platform to buy, no rip-and-replace.

  • Cycle times collapse

    Invoices: 4 days → 4 hours. Onboarding: 2 weeks → 2 days. Lead routing: overnight → instant. Every workflow ships with a measured baseline and a target.

    ROI dashboard from day one
  • Every system, one workflow layer

    Salesforce, NetSuite, Zendesk, MS365, SharePoint, legacy ERPs all connected without replacing anything. 30+ pre-built connectors included.

    No new platform to buy
  • Full visibility on every run

    Every task logged, every retry traced, every exception escalated. Workflow dashboards your COO can read without asking engineering.

    OpenTelemetry · audit trails
  • Humans where they matter

    Approval gates, confidence thresholds, and exception queues. The workflow handles 90%; your team owns the 10% that requires judgement.

    HITL queues · kill switch
What changes for you

One source of truth, no rip-and-replace

Your AI layer connects the systems you already run no new platform to buy or migrate to.

Three flavours

Three automation engines, one fit

We match self-hosted, power automate, or custom orchestration to your team and security needs.

n8n · self-hosted

For technical & ops teams

When you want to own the runtime, branch logic, and avoid per-task pricing.
  • Self-hosted in your VPC
  • Branching, loops, retries, webhooks
  • 500+ nodes · custom JS where needed
  • Predictable infra cost, no seat tax
Power Automate · MS365

For Microsoft-heavy orgs

When SharePoint, Teams, Outlook and Dataverse are where your work happens already.
  • Native MS365 + Dataverse + Dynamics
  • Approvals, document flows, RPA for legacy
  • Governance via Microsoft Purview
  • Lives inside the M365 tenant your IT trusts
Custom orchestration

For complex / regulated work

When the workflow is your moat and off-the-shelf platforms can't model it.
  • Temporal · LangGraph · custom Python
  • Stateful long-running workflows
  • Hard SLAs · idempotency · audit logs
  • You own the code & the IP
Where they pay back fastest

AI workflows we ship monthly

Real automations, each with a named trigger, a clear action, and a number we measure.

invoice
Finance

AP invoice automation

OCR → match PO → 3-way check → approval routing → ERP post.

↓ 4d → 4h · 99% accuracy
routing
Sales

AI SDR + lead routing

Inbound → enrich → score → assign → book → CRM sync. Reps see only qualified.

↑ 3.1× SDR throughput
HR
HR

Onboarding pipeline

Offer → BGV → laptop → SSO → MS365 → trainings. New hire productive on day one.

↓ 2wk → 2d
Healthcare
Healthcare

Claim triage

Read claim, classify, validate, route to coder, file. Human sees only edge cases.

↓ 64% manual touches
shipment
Logistics

Shipment exceptions

Carrier feed → classify delay → draft customer comms → re-route options → ops sign-off.

↓ 71% firefighting time
ticket
CX

Ticket triage + routing

Read ticket → tag → score urgency → assign queue → suggest first reply.

↓ 4h → 11s first response
database
RevOps

CRM hygiene agent

Dedupe, enrich, summarise, tag. Sales data stops rotting.

↑ 28pt forecast accuracy
vendor
Procurement

Vendor onboarding

Doc collection → KYC/KYB → risk score → contract → ERP setup.

↓ 3wk → 4d
agent
Internal

Knowledge agent

Slack-native answers from wiki, runbooks, tickets, code. Citations & freshness checks.

↓ 2.3 hrs / wk per IC
The delivery sprint

Workflow discovery to automated production

From process audit to a live, monitored AI workflow in eight weeks with a fixed scope and a measurable ROI target from day one.

Week 1-2 · Process & workflow audit

Map every step, trigger, and decision point

We document your end-to-end process using BPMN every trigger, branch, approval, and exception path. Baseline the manual effort, uncover hidden bottlenecks, and identify the highest-ROI automation candidates before writing a single line of code.

DeliverableBPMN process map · bottleneck report · automation priority list · fixed-price SOW
Week 3-5 · AI workflow build & integration

Decision nodes, connectors, and human-in-loop gates

We wire your workflow to every required system CRM, ERP, Slack, SharePoint, or legacy via RPA and embed AI decision nodes, confidence thresholds, and approval queues. Idempotent write-backs and full audit logging are baked in from the start.

DeliverableFirst workflow live in production · audit trail active · ROI dashboard tracking baseline metric
Week 6-7 · Hardening & resilience

Error handling, alerting, and edge-case coverage

We stress-test every failure path system outages, bad data, rate limits, permission changes and add alerting, fallback routes, and an operator kill switch. Production-grade AI workflows aren't the ones that ran once; they're the ones that recover at 2 am.

DeliverableProduction-hardened workflow · monitoring dashboards · exception-alert runbook
Week 7-8 · Hand-off & ownership transfer

Runbooks, training, and next-workflow roadmap

Full operational handover with step-by-step runbooks, on-call playbooks, and team training so your ops staff can manage, adjust, and extend workflows without us. Optional 3-month SLA for monitoring, issue resolution, and iterative improvements.

DeliverableComplete ownership transfer · 30-day ROI report · roadmap for workflow #2
STACK-SPECIALIZED

The Stack Behind Custom Workflows

We pick the workflow, integration, and model stack that fits your systems, not ours.

AI & Frontend
Deep integrations.
Maximum performance.
Salesforce/HubSpot
Zendesk / Intercom
Shopify / Magento
Google Workspace
Slack
Intelligent interfaces built for modern user interactions.
Backend & AI Systems
Scalable. Secure.
Production-ready.
Firebase / BigQuery
WS Lambda
Vertex AI / Cloud Run
n8n / Amazon S3
Custom REST APIs
RPA for legacy apps
GraphQL APIs
Power Automate
Secure, scalable architectures powering intelligent systems.
Data & Enterprise Systems
One codebase.
Many platforms.
NetSuite / Dataverse
Teams / Outlook
QuickBooks / Jira
SharePoint / SAP
ServiceNow
Microsoft 365
Reliable data foundations for automation and intelligence.
No vendor lock-in Pause, pivot or stop anytime.
Tailored to your goals Tech that fits your roadmap.
Built for speed & scale Deliver value, faster.
Secure by default Best practices, every time.
AI PRODUCTS, IN PRODUCTION

AI workflows driving real impact

Live workflows handling invoices, routing, onboarding, and triage across real teams every day.

Industry expertise

We've shipped here. Many times over

Deep teams with industry context - not generalists googling compliance acronyms. Each industry below has 30+ shipped projects and a partner who knows the regulator.

Word of mouth

What clients tell their peers.

Real names, real companies, real numbers. Video on the left, written notes on the right - choose whichever feels more honest.

trieval

"They feel like our team — not a vendor."

RH
Ismail Abualsmah
CEO, Trieval
01:18
Repeat client
Although regulations prevented the site's launch, it met all requirements in terms of form and function. Fullestop's project plan charted a clear course to completion. The team's flexible, diverse talent pool enabled them to manage each stage of the project with consistent levels of skill.
Fast turnaround
Weekly demos, no surprises, and they push back when we're wrong. That last part is rare. Cut our cloud bill 47% in the first audit.

News & insights

Check Out the Latest Trends and Tech Discussions

We constantly come up with top-tier resources and breathtaking ideas that would help you stay informed about
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Frequently Asked Questions

The questions every founder asks us.

  1. Custom workflows are designed to mirror your unique business logic, ensuring automation fits your specific operations rather than one-size-fits-all solutions.

  2. We use detailed business process modeling (BPMN) to capture intricate workflows and decision criteria, translating them accurately into AI automation.

  3. Yes, we specialize in orchestrating workflows that connect modern SaaS, legacy platforms, and third-party apps via custom connectors and APIs.

  4. Our workflows include sophisticated error handling, audit logging, and human-in-the-loop escalation to handle exceptions without disrupting operations.

  5. Processes like document processing, client triage, data synthesis, multi-step compliance, and auditing gain the most from tailored AI automation.

  6. AI-powered document processing improves business efficiency by automating data extraction, validation, classification, and integration. It reduces manual errors, speeds up processing times, enhances data accuracy, and frees employees to focus on strategic tasks, resulting in faster decision-making and significant cost savings.

  7. Yes, our AI synthesizes data from multiple sources into natural language summaries, delivering insightful reports to decision-makers.

  8. Each task is monitored for rule adherence and input validation, with all actions recorded in timestamped audit trails. This ensures transparency, accountability, and ongoing compliance throughout multi-step processes

  9. Absolutely, our AI workflows are designed for scalability and adaptability, allowing easy updates and enhancements over time.

Pick your starting line

Three ways to get AI automating your operations.

One manual process ready to automate or a full CRM and ERP stack that needs AI wired throughout we have a low-risk first step for both.