CUSTOM AI INTEGRATIONS
ADD USEFUL AI TO THE SYSTEMS YOU ALREADY USE.
Hubflow connects approved AI capabilities with existing websites, SaaS products, CRMs, databases and internal tools—without forcing your business to replace its entire technology stack.
Technical discovery. Secure data flow. Tested actions and human controls.
AI INSIDE THE EXISTING WORKFLOW
Connect the Right Model, Data and Business Action.
AI Features for Existing Products
Add assistants, semantic search, summarisation, classification or structured extraction to an existing application.
CRM & Help-Desk Intelligence
Use approved AI to prepare notes, categorise requests, retrieve knowledge or support routing inside existing operations.
Document & Database Connections
Connect AI features to approved records, files or structured data with defined permissions.
Custom API Middleware
Build the controlled layer that authenticates, transforms and routes information between an AI provider and business systems.
Model & Provider Integration
Connect a suitable approved AI provider while considering capability, cost, retention, region and technical constraints.
Workflow Tool Actions
Allow AI to trigger narrowly defined actions in connected systems, with validation and human approval where required.
Legacy & Specialist Systems
Assess custom connections where reliable APIs, exports or other technically suitable interfaces exist.
FROM USE CASE TO CONTROLLED CONNECTION
Define the Data Flow Before Writing the Integration.
Use case defined
Identify the user, task, expected outcome and failure risk.
Systems assessed
Review APIs, authentication, permissions, limits and data location.
Data mapped
Specify what enters the AI service and what may return.
Controls designed
Add validation, approvals, rate limits, logs and fallback behaviour.
Integration built
Connect the approved providers and business systems.
Testing completed
Check normal, invalid, failed and sensitive scenarios before launch.
PRACTICAL INTEGRATIONS, NOT AI FOR ITS OWN SAKE
Add Intelligence Where It Removes a Real Bottleneck.
Knowledge Portal Search
Knowledge search inside an existing portal, documentation hub or internal team wiki.
Support-Ticket Intelligence
Support-ticket classification and response drafting inside existing help desks.
CRM Note Summarisation
CRM note summarisation and structured field updates from customer touchpoints.
Document Extraction
Document extraction into a business system with automated verification rules.
Report & Proposal Prep
AI-assisted report or proposal preparation grounded in verified business records.
Product Content Tagging
Product content tagging and automated metadata enrichment across inventory systems.
Internal Request Routing
Classify and route internal team requests to the correct owner or queue based on intent.
Human-Reviewed Logic
Generate actionable suggestions and recommendations paired with human review queues.
Existing SaaS Features
Native AI feature enhancements integrated directly into existing web apps and customer portals.
Scope Note: The service integrates AI into an existing system. Complete new products belong under AI Web Apps & SaaS Development.
BUILT FOR BUSINESSES WITH AN EXISTING STACK
A Strong Fit When the Software Works—but a Workflow Still Needs Intelligence.
SaaS Companies
Add a focused AI feature without rebuilding the entire product.
Agencies & Service Businesses
Connect AI to existing client, content or operational systems.
Operations Teams
Reduce interpretation and handoff work between established business tools.
Product & Technical Teams
Use Hubflow for a defined integration when internal resources are focused elsewhere.
SUITABILITY CRITERIA
A Strong Fit When:
- The specific AI use case is clearly defined
- Target business systems offer suitable API or webhook access
- Data permissions, governance and privacy boundaries are clear
- Success criteria and output quality can be reliably tested
Not a Fit When: No reliable interface exists, the client cannot authorise data access or the request requires unreviewed high-impact decisions.
MINIMUM ACCESS, CLEAR CONTROL
Integrate Only the Data and Actions the Use Case Requires.
We map the proposed information flow, provider roles, permissions, retention, logs and failure paths before production release.
Least-Privilege & Server Secrets
Deploy server-side credential vaults, scoped API tokens and strict least-privilege access rules without exposing raw keys.
Validation & Rate Controls
Strict schema validation, input sanitization and rate limits to protect endpoints against quota depletion and malformed payloads.
Activity Logs & Retry Rules
Full execution logging, audit trails, resilient failure handling and intelligent retry mechanisms for downstream system calls.
Human Approval & Retention Policies
Routing sensitive or high-impact actions through human review queues while enforcing provider-specific data retention controls.
Responsibility Notice: The client remains responsible for lawful data use, source-system security, user notices and approval of high-impact actions. Hubflow does not claim that an integration eliminates all security, privacy or availability risk.
DISCOVER, CONNECT, TEST
A Technical Integration With Business Acceptance.
Discovery
Review the use case, systems, API documentation, data and risk.
Solution design
Define architecture, provider, controls, milestones and exclusions.
Prototype
Validate the highest-risk connection or AI capability where appropriate.
Build
Implement authentication, transformation, AI processing and system actions.
Test
Evaluate outputs, errors, permissions, limits and fallback handling.
Launch & support
Deploy the approved integration and provide agreed monitoring or handover.
You Provide
System ownership, API access, documentation, lawful data, reviewers and timely technical decisions.
Hubflow Handles
Integration design, implementation, supported AI configuration, testing, launch and agreed maintenance.
PRICED AROUND TECHNICAL SCOPE
Confirm Feasibility Before Committing to the Full Build.
Technical Discovery — From £500
Use-case review, system and API assessment, data-flow outline, risks and implementation recommendation. The fee may be partly credited where stated in a subsequent proposal.
Custom AI Integration — From £2,500
One focused production integration with approved AI processing, core controls, testing and launch support.
Advanced Integration — From £5,000
Multiple systems, complex permissions, higher-risk data flows, custom middleware, deeper testing or significant product changes.
Ongoing Management — From £500/Month
Technical monitoring, provider or API checks, agreed rule changes and minor maintenance.
Pricing Clarification: Hosting, model usage, API charges, automation platforms and third-party subscriptions are separate. Final pricing depends on API quality, systems, data, security and testing requirements.
FREQUENTLY ASKED QUESTIONS
Clear Answers on Custom AI Integrations.
What is the difference between this and workflow automation?
Workflow automation connects predictable rules and system events. Custom AI Integrations add interpretation, retrieval or generation to an existing product or process.
What is the difference from AI Web Apps & SaaS Development?
This service adds AI to an existing system. The SaaS service designs and builds a complete new application or product.
Can you integrate any software?
No. The system must provide a suitable API, export, database interface or another lawful and technically reliable connection.
Can we choose the AI provider?
Yes, subject to technical fit, availability, data requirements and the project scope.
Will our data train public AI models?
That depends on the selected provider, product tier, settings and contract. We review the intended configuration before production use and document relevant assumptions.
What happens if a third-party API changes?
The integration may need maintenance or redevelopment. Ongoing support and change handling are defined in the proposal.
Can you guarantee the AI output?
No. We can add grounding, validation and human review, but AI outputs can still be incomplete or inaccurate.
START YOUR INTEGRATION REVIEW
Let’s Review Your Custom AI Integration.
Tell us which systems you need to connect and what the integration should accomplish. We’ll review the workflow, available APIs and technical feasibility before recommending the right solution.