For consultancies, legal teams, accounting firms, agencies, and specialist operators with repeatable client work.
AI Agents for Professional Services
AI agents for professional services firms that need client onboarding, document review, follow-up, and internal coordination to move faster without losing human judgement.
The bottleneck
Professional services work is full of semi-structured process: emails, documents, checks, client follow-ups, system setup, handoffs, and exceptions. Classic workflow automation breaks when clients send incomplete information or the process needs judgement.
We build agents that handle the repeatable 60-80% and escalate the judgement-heavy remainder with context, evidence, and suggested next actions.
How we approach it
Step 1
Map the real workflow
We shadow the team and document the actual process, including the unofficial steps that never made it into the SOP.
Step 2
Split automation from judgement
The agent gets clear ownership of extraction, normalisation, record creation, reminders, and status reporting. Humans keep scope, relationship, and exception decisions.
Step 3
Evaluate before autonomy
Past client work becomes the evaluation set. Domain experts score outputs before the agent touches live work.
Step 4
Launch with graduated trust
Shadow mode first, then human approval, then spot-check autonomy once the team has seen the agent fail safely and improve.
Proof signals
70%
tasks handled autonomously
The agent handled the repeatable work while humans kept judgement-sensitive decisions.
2 weeks to 3 days
onboarding time
Elapsed onboarding time fell because handoffs, chasing, and data entry stopped blocking the process.
96%
evaluation accuracy
Historical onboardings were scored by domain experts before the system went live.
Questions buyers ask
Can an AI agent fully replace operations staff?
That is usually the wrong target. The strongest production agents handle repetitive coordination and information transformation, then escalate ambiguity to humans with context.
What systems can the agent connect to?
We commonly connect to CRMs, document stores, email, Slack, calendars, databases, portals, and internal APIs. The integration design depends on the process and risk profile.
Bring us the messy version.
A vague bottleneck, a legacy system, a half-working automation, a risky launch. We will help turn it into a production path.
Book a discovery call