AI Agent Development Services
AI agent development services means building software that takes action on behalf of your team. An agent reads emails, classifies documents, routes tasks, and drafts reports without waiting for a person to do it. I build these for professional services firms with 20-100 staff and deploy them on your existing tools in 4-6 weeks.
The problem
Why Firms Hire for This
Professional services firms hit the same ceiling: staff spend hours on repetitive work that follows clear rules, but nobody has time to systematize it.
Manual document processing
Client documents arrive via email, portal, and shared drives. Someone opens each one, figures out what it is, extracts the key data, and routes it to the right person. This takes 2-4 hours per client.
Repetitive client follow-ups
Status updates, missing-document reminders, and check-in emails get written from scratch every time. Senior staff spend Friday afternoons drafting messages instead of doing billable work.
Task routing by tribal knowledge
Who handles what depends on who you ask. Routing rules live in people's heads, not in a system. When someone is out sick, work stalls or goes to the wrong person.
What changes
What I Build
Each agent handles one specific workflow end-to-end. Built on your existing tools. No new platforms to buy.
Document processing agents
Accept client documents via email, portal, or upload. Extract key data, classify by type, flag missing items, and route to the right person automatically.
Client communication agents
Draft follow-up emails, status updates, and reminders based on project state and client history. Send when you approve, or on a schedule.
Internal workflow agents
Route tasks based on explicit rules instead of tribal knowledge. Track deadlines, flag bottlenecks, and reassign when someone is unavailable.
Reporting agents
Pull data from your tools, format into client-ready or internal reports, and compare against benchmarks. Weekly or monthly, on schedule, without manual assembly.
How we'll work
One workflow. Four weeks. Measurable results.
Each sprint tackles one high-impact workflow from assessment to production. Then we move on to the next problem.
Find the highest-impact opportunity
I sit with your executives and map the current state of your operations. Every workflow gets scored for automation potential and ROI. We pick the one that moves the needle most.
Design and build
We figure out what the automation looks like. Sometimes it's a Claude Cowork plugin. Sometimes it's custom software. I build it on your existing tools. No new platforms to buy.
Go live and measure
The system goes into production. I set up tracking for hours saved, throughput, and error rates. Real numbers, not projections.
Train your team
Your people learn to use the new workflow. Documentation, walkthroughs, hands-on sessions. Adoption is where most AI projects die, so this part gets the same attention as the build.
Know which workflow to fix first?
Book a 30-minute call. We'll map your operations and find the highest-ROI automation.
Example
What This Looks Like in Practice
A 45-person accounting firm in Singapore was spending 4 hours per client on document intake during tax season. Staff opened emails, downloaded attachments, classified documents, entered data into their system, and chased clients for missing items. I built a document intake agent over 5 weeks.
4 hrs → 20 min
Per-client intake time
The agent reads incoming emails, extracts and classifies documents, enters data, and flags what is missing. Staff review and approve instead of doing it from scratch.
92%
Classification accuracy
After two weeks of corrections, the agent correctly classified document types 92% of the time. The remaining 8% get flagged for human review.
11 hrs/week
Staff time recovered
Across the team, 11 hours per week moved from document processing to billable advisory work during peak season.
FAQ
Common questions about this service.