Your control layer API
Context is gated on the way in; outputs are scored and vetoed on the way out.
enterprise ai
The control layer for enterprise AI in production.
ForgeAI sits between your data and your decisions. Every input passes through the Semantic Control Layer; every output is governed, explainable and ready for the agents and workflows you already run. In your environment, from day one.
inputs & sources
File ingestion
pipeline
pipeline
Vector stores &
data lakes
data lakes
Agentic search
Prompt workflows
semantic control layer
Retrieval layer
Semantic marker layer
CustomYour taxonomy
BusinessIndustry semantics
BaseGeneral & regulatory
Output validation layer
governed outcomes
AI Agents
Workflow
automation
automation
Operational
dashboards
dashboards
API integrations
enterprise ai
The control layer for enterprise AI in production.
ForgeAI sits between your data and your decisions. Every input passes through the Semantic Control Layer; every output is governed, explainable and ready for the agents and workflows you already run. In your environment, from day one.
inputs & sources
File ingestion pipeline
Data lakes
Agentic search
Prompt workflows
semantic control layer
Retrieval layer
Semantic marker layer
CustomYour taxonomy
BusinessIndustry semantics
BaseGeneral & regulatory
Output validation layer
governed outcomes
AI Agents
Workflow automation
Operational dashboards
API integrations
01 / your agents · day one
Instantly make your agents compliant
No experts to hire, no annotation tooling to build, no pipeline code to maintain. The control layer is already trained, calibrated and audited; your agents simply start using it, on your own documents.
Your providers stay
ForgeAI can govern the workflow of any of your LLM providers.
Your data stay yours
Your data, your taxonomy, your keys. Full ownership at every stage.
01your agents · day one
Instantly make your agents compliant
No experts to hire, no annotation tooling to build, no pipeline code to maintain. The control layer is already trained, calibrated and audited; your agents simply start using it, on your own documents.
Your control layer API
Context is gated on the way in; outputs are scored and vetoed on the way out.
Your providers stay
ForgeAI can govern the workflow of any of your LLM providers.
Your data stay yours
Your data, your taxonomy, your keys. Full ownership at every stage.
02 / deployment options
Deploy where your data lives.
Regulated industries, data-residency requirements and sovereign deployments all demand control over where compute runs and where data rests. Four options, one control layer.
multi-tenantstandard
Managed
multi-tenant
ForgeAI runs in our AWS environment, with full per-customer isolation.
forTeams that want the fastest time to deployment with standard enterprise security.
single-tenantenterprise tier
Managed
single-tenant
Dedicated infrastructure for your deployment, with a single-tenant application data store.
forTeams with strict data-isolation requirements or compliance constraints.
your keysenterprise tier
Client-managed
encryption
Client-managed encryption keys and KMS for the VM and applications, HSM-backed handling where required.
forRegulated industries and security-conscious teams who require key sovereignty.
your providersany tier
Client-selected
AI providers
Choose your own LLM and embedding providers. ForgeAI governs the workflow regardless of provider.
forTeams with existing AI-provider relationships or model preferences.
02deployment options
Deploy where your data lives.
Regulated industries, data-residency requirements and sovereign deployments all demand control over where compute runs and where data rests. Four options, one control layer.
multi-tenantstandard
Managed multi-tenant
ForgeAI client applications run securely in AWS, with strict per-customer isolation built in by design.
forFastest time to deployment with standard enterprise security.
single-tenantenterprise tier
Managed single-tenant
Dedicated infrastructure for your deployment, with a single-tenant application data store.
forStrict data-isolation requirements or compliance constraints.
your keysenterprise tier
Client-managed encryption
Client-managed encryption keys and KMS for the VM and applications, HSM-backed handling where required.
forRegulated industries and teams who require key sovereignty.
your providersany tier
Client-selected
AI providers
Choose your own LLM and embedding providers. ForgeAI governs the workflow regardless of provider.
forExisting AI-provider relationships or model preferences.
03 / security & compliance
Built to pass your security review.
Designed to answer the questions your security team will ask before approving any AI vendor, and to satisfy the EU AI Act's transparency and audit-trail requirements by design, not by retrofit.
what your Security team will ask
Tenancy isolation
Per-customer isolation at the infrastructure level. Managed single-tenant deployments for teams with strict data-separation requirements.
key management
Client-managed Key Management Service for the VM and application runtime. You control the keys; ForgeAI operates within them.
encryption
Client-managed encryption keys for the application data store. HSM-backed key handling where required.
Authentication integration
SSO via SAML and OIDC. Role-based access control with separation of control plane and data plane.
cloud infrastructure
Native security controls, VPC isolation, encryption at rest (AES-256) and in transit (TLS 1.3). No third-party infrastructure dependencies.
Audit and traceability
Every classification logged. Every output traceable to source, concept and reasoning chain. A full audit trail designed for regulatory defensibility.
03security & compliance
Built to pass your security review.
Designed to answer the questions your security team will ask before approving any AI vendor, and to satisfy the EU AI Act's transparency and audit-trail requirements by design, not by retrofit.
what your Security team will ask
Tenancy
isolation
Per-customer isolation at the infrastructure level. Managed single-tenant deployments for teams with strict data-separation requirements.
Key
management
Client-managed Key Management Service for the VM and application runtime. You control the keys; ForgeAI operates within them.
Managed
encryption
Client-managed encryption keys for the application data store. HSM-backed key handling where required.
Authentication
integration
SSO via SAML and OIDC. Role-based access control with separation of control plane and data plane.
Cloud
infrastructure
Native security controls, VPC isolation, encryption at rest (AES-256) and in transit (TLS 1.3). No third-party infrastructure dependencies.
Audit and
traceability
Every classification logged. Every output traceable to source, concept and reasoning chain. A full audit trail designed for regulatory defensibility.
04 / relevance, not volume
Same model. Different system.
One configuration layer turns a horizontal model into a governed vertical solution. The model core stays what it is (GPT, Claude, Gemini or other...) but it only ever sees the text that matters: scored and filtered before inference, validated and explained after it.
without semantic markers
documents
model core(GPT · Claude · Gemini)
Generic answer
No traceability
No comparative view
with semantic markers
documents
Score &
filter
filter
model core(GPT · Claude · Gemini)
Validate &
explain
explain
Calibrated & verified
Governance
Contextual insightsSentiment
05 / economics · cost at scale
The cost curve flattens as you scale.
Standard per-search pricing applies to most deployments. ForgeAI's optimisation and distillation layer then creates lighter, purpose-trained models from your usage patterns, replacing full-inference searches with a materially lower cost per search as usage grows.
cumulative cost per searchannual content acquisition spend
standard per-search costwith model distillation
distillation viablereduced unit cost04relevance, not volume
Same model. Different system.
One configuration layer turns a horizontal model into a governed vertical solution. The model core stays what it is (GPT, Claude, Gemini or other...) but it only ever sees the text that matters: scored and filtered before inference, validated and explained after it.
without semantic markers
documents
model coreGPT · Claude · Gemini
Generic answer
No traceability
No comparative view
with semantic markers
token reduction
documents
Score & filter
87% averagetoken reduction
model coreGPT · Claude · Gemini
Validate & explain
Calibrated & verified
Governance
Contextual insights
05economics · cost at scale
The cost curve flattens as you scale.
Standard per-search pricing applies to most deployments. ForgeAI's optimisation and distillation layer then creates lighter, purpose-trained models from your usage patterns, replacing full-inference searches with a materially lower cost per search as usage grows.
standard per-search costwith model distillation
06 / across industries
Designed for the enterprises that need governed AI.
ForgeAI applies across verticals while remaining specifically configurable to each one: your taxonomy, your thresholds, your evidence.
financial services
Counterparty risk
and alert monitoring
Track risk signals across earnings calls, filings, news and supplier disclosures. Reduce false-positive alert volume with calibrated precision.
legal & compliance
M&A due-diligence
screening
Generate targeted company risk profile reports with sourced signals, classified by severity and traceable to evidence.
pharmaceutical
Drug safety and
regulatory intelligence
Classify adverse-event signals, extract regulatory obligations and structure clinical evidence across submissions and safety literature.
ai safety & governance
Input and
output classification
Classify prompts, retrieved context and model responses against your policy, with a full audit trail on every decision your agents make.
06across industries
Designed for the enterprises that need governed AI.
ForgeAI applies across verticals while remaining specifically configurable to each one: your taxonomy, your thresholds, your evidence.
financial services
Counterparty risk and alert monitoring
Track risk signals across earnings calls, filings, news and supplier disclosures. Reduce false-positive alert volume with calibrated precision.
legal & compliance
M&A due-diligence screening
Generate targeted company risk profile reports with sourced signals, classified by severity and traceable to evidence.
pharmaceutical
Drug safety and regulatory intelligence
Classify adverse-event signals, extract regulatory obligations and structure clinical evidence across submissions and safety literature.
ai safety & governance
Input and output classification
Classify prompts, retrieved context and model responses against your policy, with a full audit trail on every decision your agents make.
07 / outcomes & engagement
24 h
go / no-go decision
Bring your use case. Automated discovery and agentic concept detection test its viability on the spot.
10 ×
efficiency & reliability
Improvement in the efficiency and reliability of generative AI outputs under the control layer.
1 schema
shared across every team
New teams inherit the core configuration and customise from there. Expansion is incremental, not a rebuild.
your environmentyour keysyour providers
Bring your use case.
We'll uncover where ForgeAI can add control, apply semantic markers and the governance layer, and shape a fast proof of concept around your environment. Discovery starts in 24 hours, with a clear path from validation to production.
07outcomes & engagement
24h
go / no-go
decision
Bring your use case. Automated discovery and agentic concept detection test its viability on the spot.
10×
efficiency &
reliability
Improvement in the efficiency and reliability of generative AI outputs under the control layer.
1schema
shared across
every team
New teams inherit the core configuration and customise from there. Expansion is incremental, not a rebuild.
your environment, your keys, your providers.
Bring your use case.
ForgeAI can apply semantic markers and the governance layer, to provide a proof of concept around your use-cases. Discovery starts in 24 hours, with a clear path from validation to production.