Marketplaces
Provider onboarding, listing assistance, moderation and two-sided support agents.
Where the opportunity is
We have built and sold marketplace products, so the focus here is the thing that actually determines whether a marketplace works: supply quality. Providers who abandon onboarding and listings too poor to surface in search are software problems before they are marketing problems.
What operators tell us
Sector-specific constraints, rather than a generic list of business problems.
- Providers start onboarding and abandon it before completion.
- Listings are incomplete, so search returns nothing useful.
- Moderation is manual and does not scale with listing volume.
- Both sides of the marketplace need support and the team serves neither well.
- Provider payouts and commissions are reconciled by hand.
What we would actually build
Concrete workflows for this sector. Each is a bounded job with a measurable result.
Provider onboarding agent
Guides providers through onboarding, chases missing documents and details, and provisions access on completion.
Listing creation assistance
Helps providers produce complete, searchable listings from minimal input, improving discovery.
Automated moderation
Screens listings against your policy before publication, routing edge cases to human review.
Two-sided support
Separate grounded agents for customer and provider questions, each with its own approved content.
Matching and discovery
Category structure, search and ranking that surfaces relevant supply to demand.
Payout reconciliation
Split payments, commission and provider settlement reconciled by the system.
What changes operationally
Realistic operational changes. We measure the specific numbers for your business rather than quoting industry averages.
- More providers completing onboarding without manual chasing
- Listings complete enough to be found and compared
- Moderation that scales with listing volume
- Provider settlement reconciled rather than assembled in spreadsheets
Where operators in this sector start
Marketplace Solutions
Two-sided platforms with provider onboarding, listings, moderation, matching and split payments.
ExploreCustom SaaS Platforms
Multi-tenant products with subscriptions, onboarding, tenant isolation and an AI layer where it earns its place.
ExploreAI-Powered Customer Support
Resolve the repetitive majority of enquiries from approved content, around the clock.
ExploreWhat we have built in this area
Our own commercial products and delivered project work. We do not publish client outcomes we cannot evidence.
Marketplaces — FAQs
Can we start from UniBooker or Classify?
Where your model fits, yes, and it is faster and cheaper than building from scratch. We assess fit against your actual requirements first.
How does automated moderation avoid false rejections?
Confidence thresholds route uncertain cases to human review rather than rejecting them. You set the threshold based on the cost of each error type.
Can agents improve listing quality?
This is where they help most: assisted listing creation raises completeness, which directly affects whether supply is discoverable.
Services we apply here
Agentic AI & AI Agents
Agents that pursue a goal, call your tools and complete multi-step work under explicit guardrails.
Read moreAI Workflow & Business Process Automation
End-to-end processes orchestrated across your tools, with code where it must be deterministic.
Read moreAI Chatbots & Conversational AI
Conversational systems that answer from approved content, take real actions and hand over cleanly.
Read moreNatural Language Processing (NLP)
Classification, extraction and analysis across the text your business already generates.
Read moreCustom Software Development
Applications shaped around how your business actually works, not around a product roadmap.
Read moreWeb & eCommerce Development
Websites and online stores built for conversion, performance and the people who maintain them.
Read moreAPI Development & System Integration
Documented APIs and integration layers that keep your systems consistent without manual re-entry.
Read more