AI Automation
Put AI to work in the workflows your business runs on today.
A senior-led approach to ai automation.
We embed LLMs, agents, and copilots into your daily workflows — from support triage to contract review to internal knowledge search — with the guardrails enterprises need.
- 30–60% deflection on repetitive work
- Instant answers over enterprise knowledge
- Documents processed in seconds, not days
- Employees focused on higher-value work
Symptoms we're brought in to fix
If any of these feel familiar, you're not alone — and they're solvable.
Chatbots without value
GenAI pilots that never touched a real workflow or KPI.
Knowledge trapped in silos
Answers exist somewhere — nobody can find them fast enough.
Manual document work
Teams read, classify, extract, and route thousands of documents by hand.
Support & ops overload
Ticket volume outpacing team capacity every quarter.
A focused playbook, adapted to your stack
Every engagement combines these plays in the sequence that fits your context.
RAG & knowledge assistants
Grounded answers over your policies, tickets, contracts, and wikis.
AI agents & copilots
Task-completing agents embedded in Salesforce, Slack, and internal tools.
Document intelligence
Classification, extraction, summarization, and routing at scale.
Support & ops automation
Deflection, triage, drafting, and QA for support and back-office teams.
Measurable impact on the numbers that matter
30–60% deflection on repetitive work
Instant answers over enterprise knowledge
Documents processed in seconds, not days
Employees focused on higher-value work
Fluent in the platforms you already run
We're pragmatic about tools — expert across the platforms that lead the industry.
A predictable path from kickoff to value
Discover
Workshops and audits to map your current state, stakeholders, and success metrics.
Design
Reference architecture, roadmap, and phased plan co-created with your team.
Build
A senior pod ships production-grade increments every two weeks.
Launch
UAT, cutover, training, and go-live with white-glove support.
Scale
Enablement, monitoring, and continuous improvement post go-live.
A typical 12-week engagement
Timelines flex with scope — this is what most first engagements look like.
Transparent, outcome-aligned engagement models
Choose the shape that fits your scope. Every plan includes senior practitioners — no juniors, no bench time.
A focused sprint to prove value on a single high-leverage use case.
- Discovery workshop
- One production use case
- 2–4 week engagement
- Async support
A senior pod embedded with your team for continuous delivery.
- Senior 3-person pod
- Bi-weekly demos
- Dedicated Slack channel
- Roadmap & backlog ownership
Multi-workstream program with governance, compliance, and change management.
- Multiple pods
- SOC 2 / HIPAA aligned
- Executive steering
- Global delivery
Common questions about ai automation.
Have a question that's not here? Our team is happy to help on a short call.
Book a consultationAdjacent practices that often pair with this one
Tell us about your ai automation goals.
Share a few details and a senior practitioner will reply within one business day — often with a first read on scope, timeline, and approach.
30-minute strategy call
Pick a time that works. We'll come prepared, share candid perspective, and leave you with two or three high-leverage next moves — whether or not we work together.
- Senior practitioner on the call
- Tailored to your stack and industry
- No pitch deck, no filler
- Follow-up recap within 24 hours