Illustrative work examples. Your process, data, and review requirements determine the design.
Process clarityYour knowledgeHuman reviewMeasured usefulness
The constraint comes first
Your team is lean. The work isn't.
01
More throughput. Same team.
Quotes, proposals, onboarding documents, support answers. Start with repeatable work your skilled people spend too much time assembling.
02
A process nobody can see clearly.
Map how work actually moves. Find the handoffs, duplicated effort, and decisions worth improving before buying another tool.
03
Licenses bought. Habits unchanged.
Your team needs more than access. Give people useful examples, clear boundaries, and practice with the work they recognize.
In production
Three systems built more than once.
Three kinds of system, each running in production. Each started as a bottleneck somebody described out loud. Your version starts with your material.
01
Your expertise
Advisors grounded in your method.
Your method lives in binders, old decks, and senior people's heads. Turn the material into an advisor that uses your method and cites your sources.
The approach: retrieval over your documents, with citations people can check.
02
Working memory
Agents that keep the relevant context.
Build durable memory around the context a person has agreed to share. Preferences, decision patterns, and team context can inform later sessions. Update what matters as circumstances change.
The approach: durable memory and pattern extraction, designed for the engagement.
03
Volume work
From intake to branded deliverable.
Spreadsheet exports, form responses, and intake data go in. A structured narrative and branded report come out for review. Put skilled attention on the decisions the report supports.
The approach: structured intake, narrative generation, and branded output.
These are custom systems built for specific engagements. Their data, memory, output, and review requirements shape each implementation.
The wider map
Where useful work starts.
Sixteen more applications for midmarket teams. Each gets assessed against your data, risk, and return before it touches your budget.
Policy answers with citations
Find the handbook answer and the source your team can check.
Manager conversation prep
Prepare for a hard conversation using your policies and context.
New-hire onboarding
Help new colleagues find how work happens here.
Internal knowledge search
Find policies, prior decisions, and deliverables in your material.
Shared inbox triage
Classify, summarize, and route requests for the responsible person.
Variance narratives
Draft a readable explanation of the close your team already ran.
Vendor and contract review
Surface terms, renewals, and overlapping tools for review.
Front-line service answers
Prepare answers using your product and policy material.
Customer communication drafts
Draft notices and difficult replies. Keep a person responsible for sending.
Legal ops intake
Classify requests and identify relevant existing templates for review.
Document review assist
Surface clauses, dates, and obligations for a person to verify.
Sales enablement agents
Find positioning, objection answers, and proof in your material.
Meeting notes to actions
Extract proposed decisions and owners from the notes you take.
Client-branded Studios
Offer selected agents on your domain with configured access.
Use policy and governance
Define how staff can use the tools and information responsibly.
Adoption coaching
Help teams use, question, and improve the tools in real work.
The right answer may be a better process, a simpler tool, or a decision to stop. The evidence determines what gets built.
AI Workspaces
Give the work a place to live.
Your brand. Your domain. Selected agents for your team, customers, and partners. Bring them together in an AI Workspace with internal and external Studios.
Deploy agents through Studios, pages, direct links, website embeds, email, supported messaging, meetings, API, and MCP.
Channels depend on the selected plan, agent type, connections, and configuration. Our services provide the assessment, build, training, and support around your platform.
Midmarket construction, banking, and manufacturing businesses need practical AI that fits the operating day. Find the repeated work, the decisions that need better information, and the handoffs that consume time.