Workflow Automation

Workflow automation services that connects the tools you already pay for

Our workflow automation services connect the applications your team already uses. We map triggers, approvals, routing and data synchronization to reduce manual handoffs while keeping exceptions visible.

Free 30-minute consultation
Fixed-scope pilots
U.S.-based team
Custom, not off-the-shelf
SOC 2-aligned practices
ROI tracked in writing
What is workflow automation?

Workflow automation replaces manual steps in a repeatable sequence of work with automated triggers, routing and actions. A workflow automation connects the applications a team already uses so that completing one step automatically starts the next, moving data, requesting approvals, sending notifications and updating records without anyone copying information between systems.

7+
Years building AI systems
240+
Projects delivered
4.8
Avg. months to payback
38
U.S. states served
The Problem

Your tools do not talk, so your people do

A typical mid-sized team runs eight to fifteen applications. Very few of them integrate properly, so someone becomes the integration: reading a form submission, creating a record in the CRM, notifying a channel, and updating a spreadsheet that finance depends on.

That person is expensive, gets sick, goes on holiday, and occasionally forgets a step. The process only works while they are paying attention, which is a fragile way to run anything.

Our Approach

Automations built for your process, not a template

We build workflows that trigger on real events in your systems, apply your actual business rules including the exceptions, and update every system that needs to know. No one needs to remember a step.

Where off-the-shelf connectors work well, we use them and say so, there is no sense charging you to rebuild something Zapier does for $40 a month. We build custom where the logic is genuinely specific to you, which is usually the part that matters.

Diagram of five connected workflow steps
Diagram of five connected workflow steps
Service Overview

Workflow automation services: scope and deliverables

Workflow automation sits between task automation and full process redesign. It is the right level when your process is broadly sound but every transition inside it needs a human to carry something across.

The most valuable workflows are usually the boring ones: approvals that stall, notifications nobody remembers to send, and records that must be updated in three places. They rarely feel strategic, which is exactly why they never get fixed and quietly cost a fortune.

We add a language model only where the workflow needs judgement, classifying a request, drafting a reply, summarizing an attachment. Deterministic steps stay deterministic, because they are cheaper, faster and easier to audit that way.

  • Trigger-based automations firing on real events in your systems
  • Multi-step approval chains with escalation, reminders and delegation
  • Two-way data synchronisation between systems that hold the same records
  • Notification and alerting rules that respect who actually needs to know
  • Scheduled jobs: recurring reports, reminders, data hygiene routines
  • AI steps for the parts requiring judgement: classification, drafting, summarizing
Right Fit

Signs you need workflow automation

The clearest indicator is a spreadsheet that exists solely to track something two other systems already know. That spreadsheet is a workflow gap someone patched by hand.

The second is any sentence beginning “and then I have to remember to”. Anything depending on human memory in a repeatable sequence is a workflow waiting to be automated.

  • A tracking spreadsheet duplicating data that already lives in two systems
  • Approvals that stall because the approver was never notified
  • The same customer or job details typed into multiple applications
  • Recurring reports someone assembles manually every week or month
  • Handoffs between teams that happen by email and get lost
  • Onboarding or offboarding checklists that depend on someone remembering
Benefits

Benefits of workflow automation

No more copy-paste between apps

Data moves when the triggering event happens, not when someone gets around to it. The re-keying simply stops.

Approvals that do not stall

Automatic routing, reminders, escalation and delegation, so nothing sits for a week because the approver was on leave.

Nothing depends on memory

Steps that used to rely on someone remembering become steps that happen. Consistency stops varying with how busy the week is.

Works with what you own

We connect your existing tools rather than replacing them. No migration project, no retraining on new software.

No per-seat licence creep

Custom workflows have no per-user pricing, so adding staff does not increase what the automation costs to run.

Visible when it breaks

Failed runs alert someone with the error and the payload attached, instead of failing silently until a customer notices.

Problems We Solve

Business challenges this solves

01

Shadow spreadsheets everywhere

Trackers that exist because two systems will not talk. We connect the systems and retire the spreadsheet.

02

Approval bottlenecks

Requests waiting days on one person. Escalation and delegation rules keep work moving when someone is unavailable.

03

Onboarding steps missed

New starters without accounts on day one. Checklist workflows trigger every downstream task automatically.

04

Lead follow-up falling through

Enquiries not chased because nobody owned the next step. Automated sequences with ownership and SLA tracking fix it.

05

Reports assembled by hand

Hours each week pulling the same numbers. Scheduled workflows build and distribute them on their own.

06

Integrations that fail silently

A sync that stopped working three weeks ago and nobody noticed. Monitoring and alerting are built in from the start.

What's Included

Features and deliverables

Everything below is in scope on a standard engagement. Nothing here is an upsell discovered halfway through the build.

01

Workflow discovery session

A working session mapping every trigger, decision, exception and system touchpoint in the workflows you want automated.

02

Custom trigger and action logic

Automations built around your rules including the exceptions, rather than forced into a template’s assumptions.

03

API and webhook integration

Direct connections to your CRM, email, accounting, project and storage systems, with authentication handled securely.

04

Legacy system connectors

Where no API exists, we automate through the interface or the database layer, with rate limiting and safety checks.

05

Conditional routing and approvals

Multi-branch logic, parallel approvals, escalation timers, delegation rules and audit logging on every decision.

06

AI steps where judgement is needed

Classification, summarization and drafting inserted only where a rule cannot express the decision.

07

Error handling and retries

Automatic retry with backoff, dead-letter queues for failures, and alerts to a named owner with full context.

08

Documentation and handover

Every workflow documented with its triggers, logic and failure modes, so your team can modify it without reverse-engineering.

Technology Stack

Technologies we use for workflow automation

We are not tied to one vendor. Model and infrastructure choices are made on accuracy, cost per task, latency, and where your data is allowed to live.

Language Models
C
Claude (Anthropic)
G
GPT (OpenAI)
G
Gemini (Google)
L
Llama
M
Mistral
A
Azure OpenAI Service
Agent & Orchestration
M
Model Context Protocol
L
LangGraph
L
LangChain
L
LlamaIndex
T
Temporal
C
Celery
Data & Backend
P
Python
T
TypeScript / Node.js
P
PostgreSQL
S
Snowflake
d
dbt
A
Apache Airflow
Business Systems
S
Salesforce
H
HubSpot
N
NetSuite
M
Microsoft 365
S
Slack
Z
Zapier / Make
How We Work

Our AI development process

The same five stages on every engagement, so you always know what happens next and what you get at the end of it.

01

Discovery

We interview the people doing the work, map the workflow end to end, and audit the systems and data behind it.

02

AI Strategy

Every opportunity gets scored on cost to build, time to value, and annual savings, then ranked.

03

Pilot Build

We ship the top-ranked automation as a fixed-scope pilot so you see real output before committing further budget.

04

Implementation

Integration with your live systems, staff training, human-in-the-loop review gates, and a documented rollback path.

05

Optimization

Monthly accuracy reviews, prompt and retrieval tuning, and a written report on hours and dollars saved.

Timeline

How long it takes

A typical first engagement, week by week. Complex integrations and regulated environments extend this, and we say so during discovery rather than after.

Week 1

Discovery and mapping

Workflow sessions, system inventory, credential and access setup, and a prioritized build list.

Week 2

First workflow live

We build the highest-value workflow first so there is something working within a fortnight.

Weeks 3 to 5

Build out the set

Remaining workflows built and tested, with weekly demos and adjustments as edge cases surface.

Week 6

Monitoring and alerts

Error handling, retry logic, alerting and dashboards configured so failures are visible immediately.

Week 7

Training and handover

Documentation, walkthroughs and admin training so your team can maintain and extend the workflows.

Who We Work With

Industries we deliver workflow automation for

Professional Services

Proposal drafting, timesheet capture, research synthesis, and client reporting at scale.

SaaS & Technology

AI features inside your product, support deflection, onboarding assistants, and usage analytics.

Real Estate

Lead qualification, listing content, transaction coordination, and 24/7 inquiry response.

Construction

Bid takeoffs, submittal review, RFI drafting, and field-report summarization.

Retail & E-commerce

Product data enrichment, demand forecasting, support deflection, and personalized merchandising.

Financial Services

Document extraction, reconciliation, KYC support, and audit-ready reporting with full traceability.

Education

Enrollment support, content generation, tutoring assistants, and administrative automation.

Insurance

First-notice-of-loss intake, claims triage, policy Q&A, and fraud signal detection.

Use Cases

Real-world use cases

01

Lead routing and follow-up

Web enquiries enriched, scored, assigned by territory and chased on a schedule with escalation if untouched.

02

Quote and proposal generation

Approved opportunities generating a formatted proposal, routing for approval, and sending for signature automatically.

03

Employee onboarding

A signed offer triggering account creation, equipment requests, training assignment and manager checklists across every system.

04

Invoice approval routing

Invoices routed by amount and cost centre, escalated on delay, and posted to accounting once fully approved.

05

Project status reporting

Weekly client updates assembled from project tooling, summarized, and sent after a human glance rather than a human build.

06

Contract renewal management

Renewal dates tracked across systems with staged reminders, owner assignment and automatic escalation as the date nears.

Why DevSolutionsAI

Why choose DevSolutionsAI for workflow automation

Business case before build

Every recommendation carries an estimated cost, timeline, and annual savings figure. If the math does not work, we say so before you spend.

Vendor-neutral by design

We resell nothing and take no platform commissions. Model and infrastructure choices are made on fit, cost, and your data-residency rules.

Fixed-scope pilots

The first engagement is a defined deliverable at a defined price, not an open-ended retainer that quietly grows each quarter.

Built for handover

You own the code, the prompts, the infrastructure, and the documentation. No lock-in to a proprietary wrapper you cannot leave.

Human-in-the-loop where it counts

Anything customer-facing, clinical, financial, or legal gets a review gate, a confidence threshold, and a logged audit trail.

Security reviewed early

Data flow diagrams, retention rules, and access boundaries are agreed in week one, not retrofitted after your security team objects.

Get Started

Find out what workflow automation would cost you, before you commit to anything

Every engagement is quoted after a short discovery, so you get a fixed written price built around your actual volumes rather than a rate card that assumes someone else’s business.

The first call is thirty minutes and free. Bring one workflow. We will tell you what it is likely costing you each year, roughly what automating it would take, and whether we think it is worth doing at all.

  • A written savings estimate before any paid work
  • Fixed scope and fixed price, agreed up front
  • Full ownership of everything we build for you
  • An honest recommendation when the numbers do not work
What clients typically see
Across recent projects
Staff hours saved each week
31
Months to payback
4.8
Client retention
94%
Response to enquiries
4 hrs

Figures are internal measurements across recent engagements, reported to every client monthly in writing.

Illustrative project scenario

Illustrative project scenario

Commercial real estate · 90 staff

Retiring 11 tracking spreadsheets in six weeks

Challenge. A commercial property firm ran eleven shared spreadsheets tracking deals, maintenance requests, lease renewals and vendor approvals, all duplicating data that already lived in their CRM and accounting system. Two coordinators spent most of their week keeping them synchronised.

What we built. Fourteen workflows connecting the CRM, accounting platform, document storage and email. Renewal tracking, maintenance routing, approval chains and weekly reporting were automated, with an AI step classifying inbound maintenance requests by urgency and trade.

Outcome. All eleven spreadsheets were retired. Coordinator time on data maintenance fell by roughly 70%, and lease renewal notifications stopped being missed, previously three to four slipped past their notice window each year.

11 → 0
Tracking spreadsheets
14
Workflows automated
~70%
Less coordination time
6 weeks
Total delivery

Illustrative project scenario. The figures demonstrate how a project could be scoped and evaluated; they are not verified client results or an audited average.

Client Feedback

What clients say about working with us

31
Avg. staff hours saved weekly
4.8
Avg. months to payback
94%
Client retention
4
Hour response to enquiries
Common Questions

Workflow Automation FAQs

Often yes, and we will say so. For straightforward connections between two modern applications, a no-code tool is faster to set up and cheaper to run. Custom builds earn their cost when the logic is genuinely complex, when a system has no API, when per-task pricing becomes expensive at your volume, or when you need AI judgement inside the workflow. Many clients run both.

Failures retry automatically with exponential backoff. Anything that still fails goes to a dead-letter queue and alerts a named owner with the error and the full payload attached, so it can be fixed and replayed. Silent failure is the most damaging thing a workflow can do, and we build monitoring in from the start rather than adding it after an incident.

Usually. Options include direct database access where that is safe, automating the user interface, working with file exports and imports on a schedule, or email-based integration. Each has trade-offs in reliability and speed, and we will tell you honestly which applies before quoting rather than discovering it mid-build.

You do, the code, the configuration and the documentation. They run on your infrastructure or your accounts. There is no proprietary runtime you have to keep paying us for, and no per-seat licence. If you want to take future changes in-house or to another developer, everything needed to do that is in the handover.

The first workflow is usually live within two weeks, deliberately, so you see something working early. A typical engagement covering eight to fifteen workflows runs six to seven weeks including monitoring setup, documentation and training.

Processes always change, so the workflows are built to be modified. Your team gets documentation and training to make routine changes themselves. For larger changes, most clients keep a light support retainer, and some hand it entirely to their internal team after handover, both are fine and we do not gate access to your own systems.

Service Areas

Workflow Automation across the United States

We deliver workflow automation remotely to clients nationwide, with on-site workshops available in major metros.

Ready to scope your workflow automation project?

Book a free 30-minute consultation. Bring one workflow and leave with a realistic estimate of what it would cost to automate and what it would save.

Free 30-minute consultation
Fixed-scope pilots
U.S.-based team
Custom, not off-the-shelf
SOC 2-aligned practices
ROI tracked in writing
Free 30-minute AI consultation