Evidence before claims
Nothing appears on a profile unless it can be verified. Reputation is earned from delivered work, never bought.
AI Implementation Operating Platform
Run AI implementation end to end — on evidence, not claims
AI Deploy Network is the operating platform where organisations discover AI opportunities, find proven Builder organisations, run the delivery, and prove the business outcome.
Every recommendation is explainable. Every outcome is evidenced. Every implementation leaves a record the next one learns from.
- Evidence-backed deployments
- Confirmed business outcomes
- Explainable AI matching
- Privacy-preserving benchmarks
Hours automated
21K
Revenue impact
USD 21M
AI Deployments
62
Published AI Deployments are AI Deploy Network Approved. Outcome figures come from the evidence attached to them, and only work traced to a client-confirmed outcome is marked Engagement Verified. See how implementation works
How implementation works
Discover, evaluate, engage, implement, measure, improve
One continuous record from the first description of a business challenge through to the confirmed outcome — each stage powered by a capability that exists today.
Stage 1 of 6
Discover
Describe the business challenge in your own words.
Natural language discovery interprets the challenge and returns implementation expertise matched to it, with the interpretation shown back to you.
- AI Discovery
- Semantic interpretation
- Marketplace search
Stage 2 of 6
Evaluate
Compare on evidence you can inspect.
Ranking and matchmaking explain every result: evidence-backed deployments, confirmed outcomes and capability depth, side by side.
- Marketplace ranking
- AI matchmaking
- Enterprise benchmarking
Stage 3 of 6
Engage
Turn a shortlist into a governed opportunity.
An Opportunity holds the initiative, the participants, the typed conversations and the immutable timeline of what was decided.
- Opportunity management
- Opportunity collaboration
Stage 4 of 6
Implement
Run delivery in the same place you sourced it.
Milestones, evidence capture and readiness assessment help move implementations through their lifecycle without leaving the platform.
- Implementation delivery
- Milestones and evidence
Stage 5 of 6
Measure
Prove the business outcome.
Hours, cost and revenue impact are captured against the delivery, verified, and attached to the record permanently.
- Business outcomes
- Verification
Stage 6 of 6
Improve
Learn from implementations that worked.
Confirmed outcomes feed privacy-preserving benchmarks and the Community Hub, so the next initiative starts better informed.
- Enterprise benchmarking
- Community
Why it is different
Not a directory. An operating platform with a memory.
A listing site ends at introduction. AI Deploy Network carries the initiative through delivery and keeps the proof.
Evidence, not claims
Capability is shown through delivered AI deployments, reviewed evidence and confirmed business outcomes — never a self-declared skill list.
Explainable AI, not black boxes
Search, ranking and matchmaking state why a result appears and what evidence supports it. Every recommendation can be inspected, and a person always decides.
Confirmed outcomes, not promises
Hours saved, cost reduced and revenue gained are recorded against the implementation that produced them, then benchmarked without exposing any single organisation.
Inside the platform
The operating platform, not a directory
Discovery is where it starts. What makes this an operating platform is everything after the shortlist: the Opportunity record, the delivery plan, and the evidence behind every outcome.
One Opportunity, one record
Every AI initiative runs through a single lifecycle — from framing the problem to selecting a Builder — with participants, decisions and conversations on one durable timeline.
Delivery you can inspect
Milestones, evidence and confirmed business outcomes are recorded as work happens, so hours automated and revenue impact are traceable rather than asserted.
Who it is for
One platform for organisations that buy, build and deploy AI
Organisations discover opportunities, engage Builders and measure outcomes. Builders — individuals and organisations — prove capability through delivered work. Many organisations do both.
For Organisations
An operating platform for your AI initiatives
Bring discovery, sourcing, delivery and measurement into one workspace your whole team shares.
Natural language discovery
Describe the challenge; see the interpretation and the expertise it matches.
AI matchmaking
Ranked Builders and organisations with the reasoning and evidence behind each match.
Enterprise benchmarking
Compare outcomes against aggregated peers under a strict privacy gate.
Opportunity management
One record for the initiative: participants, conversations and decisions.
Implementation delivery
Milestones, evidence and readiness checks through to completion.
Community
See what shipped, shape the roadmap, learn from other implementations.
For Builders
Win work on proof of implementation
Individuals and organisations that deliver AI demonstrate capability through real deployments, evidence and measurable business impact.
Organisation profiles
Every organisation has a professional profile. Organisations that deliver AI can also showcase capabilities, deployments and case studies.
AI deployments
The authoritative record of what you built, for whom, and with what technologies.
Business outcomes
Hours, cost and revenue impact recorded against the work that produced them.
Verification
Independent verification that turns a claim into evidence buyers trust.
Opportunity invitations
Get invited into governed opportunities matched to your evidenced capability.
Capability portfolio
Capabilities derived from delivered work, not a self-declared skills list.
Live evidence
AI implementations running in production
The authoritative record of what was built, where it runs and what changed for the business.
Learn from what worked
The business story behind the implementation
Implementation journeys, key decisions, lessons learned and the impact each solution produced.
Implementation expertise
Builders ranked on evidence, with the reasoning shown
Each result explains why it appears: evidence-backed deployments, confirmed outcomes and capability depth — never a paid placement.
Trust
How a claim becomes evidence
Trust on this platform is mechanical, not editorial: it is produced by verification, delivery evidence and confirmed outcomes. We publish the rules as the Evidence Standard.
Evidence-backed deployments
Implementation records progress through the Evidence Standard: Builder Reported, then AI Deploy Network Approved, then Engagement Verified.
Confirmed business outcomes
Outcomes are attached to a delivery and its evidence, not asserted in a profile summary.
Explainable AI
Interpretation, ranking and matching expose their reasoning. Nothing is scored in a way we cannot show you.
Governed intelligence
AI assists decisions; people make them. Evidence-first, explainable, human-in-the-loop by standard.
Privacy-preserving benchmarks
Aggregates publish only above a minimum cohort size, with dominance ceilings and outlier suppression.
How we build
How we build AI Deploy Network
Four principles decide what ships, in what order, and to what standard.
Built with the people who use it
Ideas from builders and employers become roadmap items, and roadmap items become releases we publish in the open.
Enterprise standards by default
Privacy, access control and auditability are part of every feature at design time, not retrofitted later.
Intelligence that explains itself
Matching, ranking and benchmarking always show their reasoning, so a decision can be defended to a board.
Community
The platform evolves in the open
See what shipped, what is being built next, and raise the ideas that shape the roadmap. Implementation knowledge compounds when it is shared.
What's new
Public roadmap
Ideas
You asked, we built it
Start with the challenge, not the search box
Describe what you are trying to change, or bring your implementation record to the network as a Builder.