Solutions · Mid-market

AI agents for mid-market, scale knowledge without scaling headcount.

50–500 employees, 5+ departments, growth outpacing documentation. Break down silos with AI agents trained on your actual docs — consistent answers across every team.

Free to startGDPR-compliant · EU hostedNo credit card required
Powered by Claude on AWS BedrockEU-hosted (Frankfurt & Stockholm)GDPR-compliant by designNo training on your data

The problem

Mid-market growth creates knowledge debt

Knowledge lives in 10 people's heads

Your senior team knows everything. When they're in meetings, on leave, or gone, new hires stall and production slows. Tribal knowledge is your biggest risk.

Onboarding is a bottleneck

50–100 new hires a year, each asking the same 50 questions to managers and HR. Productivity stalls for weeks while seniors babysit the ramp-up.

Teams give different answers

Sales, support, and finance each have their own version of "the policy". Customers catch the inconsistencies. Employees get confused. Trust erodes.

The solution

Break silos, keep the structure

Unified search, per-team context

One search interface across every team's docs — engineering runbooks, HR policies, sales battlecards — with per-workspace permissions that respect your org chart.

Institutional knowledge on tap

Capture senior tribal knowledge into grounded agents new hires can query anytime. Every answer cites the source, so knowledge doesn't drift.

Consistent answers, everywhere

One source of truth for policies, pricing, procedures. Sales, support, and finance all pull from the same grounded library — no more contradictions.

How it works

Up and running in 3 steps

01

Upload your docs

Drop PDFs, Word files, spreadsheets, or sync from Google Drive / Notion. Everything is classified automatically.

02

@mention an agent

Pick a prebuilt template or create your own. Invoke it anywhere with @AgentName in chat.

03

Get grounded answers

Every response cites the source document. Zero hallucinations, zero copy-paste from generic chatbots.

Use cases

What growing companies can unlock today

Cross-team knowledge search

One agent that queries Engineering + HR + Finance + Sales docs with respect to permissions.

Scalable onboarding

A grounded Q&A agent for every new hire — eliminates the "ramp bottleneck" on senior team time.

Policy consistency

Same answer to the same question, whether asked by Sales, Support, or HR.

Departing employee capture

Agents trained on exit-interview summaries keep institutional knowledge after people leave.

Manager enablement

1:1 prep, performance review frameworks, hiring checklists — all on tap for every people manager.

Internal helpdesk deflection

Tier-1 IT, HR, and Finance questions resolved automatically, escalations flagged for humans.

Agent library

Prebuilt agents for mid-market teams

Prebuilt agents you can clone and customize with your own documents in under 5 minutes.

Cross-Team Search

One agent that searches across every department's workspace — with per-workspace permissions enforced automatically so people only see what they should.

Clone this agent

Onboarding Buddy

Handles repeat questions from new hires at scale. Grounded in your actual onboarding docs, so every new employee gets the same high-quality walkthrough.

Clone this agent

Policy Advisor

Consistent HR, Finance, and Ops answers for every team. Kills the "but my manager said..." problem with grounded, cited responses.

Clone this agent

In practice

Real growth challenges, real answers

@Cross-Team-Search what's our policy on working remotely from abroad, and what are the tax implications for Romania-contracted employees?

Two sources. HR policy: up to 60 days/year abroad with manager approval, notification required to HR. Finance/tax: over 30 days in one country can trigger tax residency — requires review by legal before the trip. Romania-specific: EU countries generally OK under 183-day rule...

📄hr/remote-policy.md + finance/tax-abroad.md
@Onboarding-Buddy I'm new to Engineering — what's the week 1 checklist and who do I ping for access to our staging cluster?

Week 1 checklist: (1) IT setup Monday 9:30 with Raluca, (2) GitHub + AWS IAM by Tuesday via #it-helpdesk form, (3) pair-program first PR by Friday with your buddy. Staging cluster access: ping #engineering-platform team...

📄onboarding/engineering-week-1.md
@Policy-Advisor what's the process to request a new SaaS tool, and what's the approval threshold for under €500/month?

Under €500/month: manager approval only, submit via the SaaS request form in Notion. Over €500/month: add IT security review + procurement sign-off. Over €2K/month: CFO approval required. All new SaaS must appear on the master vendor list within 7 days...

📄procurement/saas-approval-2026.md
@Knowledge-Keeper summarize everything Marco documented about the legacy billing system before he left last month

Marco's legacy billing notes: (1) the invoice generation cron runs at 02:00 UTC from the old Rails monolith, (2) known bug — VAT rate for new EU countries requires manual config update, (3) plan to migrate to Stripe Billing is paused pending finance review...

📄exit-docs/marco-legacy-billing-march-2026.md
@Manager-Guide give me a 1:1 prep doc for a difficult performance conversation with a senior IC

Prep framework from our Manager Handbook: (1) gather specific recent examples, (2) separate behavior from identity, (3) open with a question, not a statement, (4) agree on 2-week action items and follow-up. Template doc linked below...

📄handbook/manager-1-1-framework.md

Scale knowledge without scaling headcount.

Deploy mid-market-ready AI in under a week. EU-hosted, GDPR-compliant.